Artificial Intelligence Research Group

The AI Research (AIRe) Group, one of the largest in terms of academic staff and research students numbers in the University, conducts research funded by the BBSRC, EPSRC, TSB and EC, as well as industry sponsors. The members' research is focused on machine learning, information representation and integration, data mining, knowledge discovery with applications in data governance, health care, (privacy in) web databases and social networks, chemo- and bio-informatics, business intelligence, decision support systems, operations research and education.

These expertise areas are built on active interdisciplinary collaborations with research groups from University's schools, as well as with a range with UK and international research centres.

We will be pleased to receive expressions of interest from prospective research students and visiting researchers.

Topics

Current AI Research (AIRe) Group topics include, but are not limited to:

  • Machine learning
  • Information representation and integration
  • Data governance
  • Data mining and Knowledge discovery

with applications in:

  • Health care
  • Chemo-and bio-informatics, predictive toxicology
  • Business intelligence
  • Automotive analytics
  • Smart and sustainable cities
  • Open data
  • (Privacy in) web databases and social networks
  • Decision support systems

How to Apply

Full details of how to apply are available in the Faculty's section for research students.

Further information on Research Degrees is available on the University website.

Contact

Group Leader - Professor Daniel Neagu

School of Electrical engineering and Computer Science
Faculty of Engineering and Informatics
University of Bradford
Bradford BD7 1DP
UK

Tel: 1274 235704, overseas - 44 1274 235704
E-mail: D.Neagu@Bradford.ac.uk

Publications

Journal Publications

2016

  • Thakker, D., Karanasios., S., Blenchard, E., Lau., L. and Dimitrova., V. (2016): "Capturing Culture in Ontology" JASIST - American Society for Information Science
    Publication ID: [4685]
  • Al-shammari, M, Tobin, D and Peng, YH (2016): "Systematic associations between germ-line mutations and human cancers" International Journal of Computational Biology and Drug Design (In Press), 9 (1-2): 135-148
    Publication ID: [4738]
  • Ammar, I., Awan, I.U. and Cullen, A.J. (2016): "Clustering synchronisation of wireless sensor network based on intersection schedules" Clustering synchronisation of wireless sensor network based on intersection schedules, Elsevier, 60 69-89
    For more information see: http://www.sciencedirect.com/science/article/pii/S1569190X15001239
    Publication ID: [4726]

2015

  • Thakker D. (2015): "User Interaction with Linked Data: An Exploratory Search Approach" International Journal of Distributed Systems and Technologies (IJDST)
    Publication ID: [4652]
  • Mistry, P., Neagu, D., Trundle, P.R. and Vessey, J.D. (2015): "Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology" Journal of Soft Computing, Springer 1-13
    For more information see: http://link.springer.com/article/10.1007%2Fs00500-015-1925-9
    Publication ID: [4732]
  • Sultan, SA, Liu, W, Peng, YH, ..., and Graham, (2015): "The Role of Maternal Gestational Diabetes in Inducing Fetal Endothelial Dysfunction" Journal of Cellular Physiology, 230 (11): 2695-2705
    For more information see: http://dx.doi.org/10.1002/jcp.24993
    Publication ID: [4737]
  • Csenki A. (2015): "A Differential Equation for a Class of Discrete Lifetime Distributions with an Application in Reliability -- A Demonstration of the Utility of Computer Algebra" Methodology and Computing in Applied Probability, Springer, Heidelberg, New York, 17 (3): 647-660
    For more information see: http://dx.doi.org/10.1007/s11009-013-9385-0
    Publication ID: [4017]
  • Richarz, A.N., Alov, P., Enoch, S.J., Neagu, D. and Et al, (2015): "In silico chemistry-based workflows to facilitate ADMET prediction for cosmetics-related substances" Toxicology Letters, 238 (2): S170
    Publication ID: [4733]
  • Li, YB, Zhou, XZ, .., , Peng, YH and .. liu, BY (2015): "Detection of Herb-Symptom Associations from Traditional Chinese Medicine Clinical Data" Evidence-Based Complementary and Alternative Medicine
    For more information see: http://dx.doi.org/10.1155/2015/270450
    Publication ID: [4739]

2014

  • Li, X, Zhou, XZ, Peng, YH, ..., and Sun, (2014): "Network Based Integrated Analysis of Phenotype-Genotype Data for Prioritization of Candidate Symptom Genes" BioMed Research International
    For more information see: http://dx.doi.org/10.1155/2014/435853
    Publication ID: [4740]
  • (2014): "Utilising semantic technologies for intelligent indexing and retrieval of digital images." Journal of Computing, 96 651-668
    For more information see: http://dx.doi.org/10.1007/s00607-013-0350-0
    Publication ID: [4603]

2013

  • Zahed, S., Awan, I.U. and Cullen, A.J. (2013): "Analytical Modeling for Spectrum Handoff Decisions in Cognitive Radio Networks" Simulation Modelling Practice and Theory, 38 98-114
    Publication ID: [4023]
  • Palczewska, A.M, Neagu, D. and Ridley, M.J. (2013): "Using Pareto Points for Model Identification in Predictive Toxicology" Journal of Cheminformatics, 5 (16)
    For more information see: http://www.jcheminf.com/content/5/1/16/
    Publication ID: [3983]
  • Palczewska, A.M., Neagu, D. and Ridley, M.J. (2013): "Using Pareto Points for Model Identification in Predictive Toxicology" Journal of Cheminformatics, Chemistry Central, BioMed Central, doi:10.1186/1758-2946-5-16, Springer, 5 (16)
    For more information see: http://www.jcheminf.com/content/5/1/16/
    Publication ID: [3961]
  • Liu, W., Peng, Y.H. and Tobin, D. (2013): "A new 12-gene diagnostic biomarker signature of melanoma revealed by integrated microarray analysis" PeerJ, 1 (e49)
    For more information see: http://dx.doi.org/10.7717/peerj.49
    Publication ID: [3962]
  • Bashon, Y., Neagu, D. and Ridley, M.J. (2013): "A Framework for Comparing Heterogeneous Objects: on the Similarity Measurements for Fuzzy, Numerical and Categorical Attributes, DOI: 10.1007/s00500-012-0974-6" Soft Computing, Springer, Heidelberg, 17 (9): 1595-1615
    For more information see: http://link.springer.com/article/10.1007%2Fs00500-012-0974-6
    Publication ID: [3946]
  • Gdula, M.R., Poterlowicz, K.,..., Peng, Y.H., ..., and Botchkarev, V.A. (2013): "Remodelling of Three-Dimensional Organization of the Nucleus During Terminal Keratinocyte Differentiation in the Epidermis" Journal of Investigative Dermatology, Nature Group
    For more information see: http://www.nature.com/jid/journal/vaop/naam/abs/jid201366a.html
    Publication ID: [3964]
  • (2013): "Making sense of digital traces: An activity theory driven ontological approach." Journal of the American Society for Information Science and Technology (JASIST), 64 2452-2467
    For more information see: http://dx.doi.org/10.1002/asi.22935
    Publication ID: [4608]
  • Abdulrahman, R., Neagu, D., Holton, DRW, Ridley, M.J. and Lan, Y. (2013): "Data Extraction from Online Social Networks Using Application Programming Interface in a Multi Agent System Approach" LNCS Transactions on Computational Collective Intelligence, Springer-Verlag, Berlin Heidelberg, 11 88-118
    For more information see: http://link.springer.com/chapter/10.1007%2F978-3-642-41776-4_4
    Publication ID: [4112]
  • Bashon, Y., Neagu, D. and Ridley, M.J. (2013): "A Framework for Comparing Heterogeneous Objects: on the Similarity Measurements for Fuzzy, Numerical and Categorical Attributes" Soft Computing, Springer, Heidelberg, 17 (9): 1595-1615
    For more information see: http://link.springer.com/article/10.1007%2Fs00500-012-0974-6
    Publication ID: [3985]
  • Palczewska, A., Fu, X., Trundle, P.T., Yang, L. and Neagu, D. (2013): "Towards Model Governance in Predictive Toxicology" International Journal of Information Management, Elsevier, 33 (3): 567-582
    For more information see: http://www.sciencedirect.com/science/journal/02684012/33/3
    Publication ID: [3984]

2012

  • Nagi, M., Elhajj, A., Addam, O., Qabaja, A. and Zurour, 0 (2012): "Robust Framework for Recommending Restructuring of Websites by Analysing Web Usage and Web Structure Data" International Journal of Business Intelligence and Data Mining, Inderscience, London, 7 (1/2): 4-20
    Publication ID: [3986]
  • Alim, S., Neagu, D. and Ridley, M.J. (2012): "A Vulnerability Evaluation Framework for Online Social Network Profiles: Axioms and Propositions" International Journal of Internet Technology and Secured Transactions, Inderscience, London, 4 (2/3): 198-206
    For more information see: http://www.inderscience.com/dev/search/index.php?action=record&rec_id=47961
    Publication ID: [3898]
  • Mcmahon, K., Volpato, M.,..., Peng, Y.H., ..., and Sutton, C. (2012): "Characterisation of changes in the proteome in different regions of 3D multicell tumor spheroids" Journal of Proteome Research, American Chemical Society
    For more information see: http://pubs.acs.org/doi/abs/10.1021/pr2012472
    Publication ID: [3889]
  • Alim, S., Neagu, D. and Ridley, M (2012): "A Vulnerability Evaluation Framework for Online Social Network Profiles: Axioms and Propositions" International Journal of Internet Technology and Secured Transactions, Inderscience, London, 4 (2/3): 178-206
    Publication ID: [3872]
  • Csenki A. (2012): "Asymptotics for continuous lifetime distributions with polynomial failure rate with an application in reliability" Reliability Engineering and System Safety, 102 1-4
    For more information see: http://dx.doi.org/10.1016/j.ress.2012.02.004
    Publication ID: [3887]

2011

  • Albhbah, A.M. and Ridley, M.J. (2011): "An extended rule framework for web forms: adding to metadata with custom rules to control appearance" International Journal of Machine Learning and Computing, IACSIT, Singapore, 1 (5): 466-472
    Publication ID: [3865]
  • Alqasrawi, Y., Neagu, D. and Cowling, P.I. (2011): "Fusing Integrated Visual Vocabularies-Based Bag of Visual Words and Weighted Colour Moments on Spatial Pyramid Layout for Natural Scene Image Classification" Signal, Image and Video Processing, Springer, 7 (4): 759-775
    For more information see: http://www.springerlink.com/content/b06h4h310u7t1441/
    Publication ID: [3789]
  • Csenki A. (2011): "Teaching reliability theory with the computer algebra system MAXIMA" Teaching Mathematics and Computer Science (ISSN 1589 - 7389), The University of Debrecen, Debrecen, Hungary, 9 (1): 45-75
    Publication ID: [3748]
  • Fu, X., Wojak, A., Neagu, D., Ridley, M.J. and Travis, M.J. (2011): "Data governance in predictive toxicology: A review" Journal of Cheminformatics, Chemistry Central, BioMed Central, Springer, 3 (24): 1-16
    For more information see: http://www.jcheminf.com/content/3/1/24
    Publication ID: [3753]
  • Adnan, M., Nagi, M., Kianmehr, K., Tahboub, R. and Ridley, M.J. (2011): "Promoting where, when and what? An analysis of web logs by integrating data mining and social network techniques to guide ecommerce business promotions" Social Network Analysis and Mining, Springer, Wein, 1 (3): 173-185
    Publication ID: [3988]
  • Csenki A. (2011): "On continuous lifetime distributions with polynomial failure rate with an application in reliability" Reliability Engineering and System Safety, Elsevier, Amsterdam, 96 (11): 1587-1590
    For more information see: http://dx.doi.org/10.1016/j.ress.2011.06.008
    Publication ID: [3724]
  • Csenki a. (2011): "Independent events in elementary probability theory" International Journal of Mathematical Education in Science and Technology, Taylor & Francis, Abingdon, Oxon, UK, 42 (5): 685-691
    For more information see: http://dx.doi.org/10.1080/0020739X.2011.562313
    Publication ID: [3709]
  • Azzeh, M.Y., Neagu, D. and Cowling, P. (2011): "Analogy-Based Software Effort Estimation Using Fuzzy Numbers" Journal of Systems and Software, Elsevier, 84 (2): 270-284
    Publication ID: [3536]
  • Alim, S., Abdulrahman, R., Neagu, D. and Ridley, M.J. (2011): "Online Social Network Profile Data Extraction for Vulnerability Analysis" International Journal of Internet Technology and Secured Transactions, Inderscience, 3 (2): 194-209
    Publication ID: [3540]

2010

  • Jiang, J., Trundle, P.R. and Ren, J. (2010): "Medical image analysis with artificial neural networks" Computerised Medical Imaging and Graphics, Elsevier, 34 (8): 617-631
    For more information see: http://dx.doi.org/10.1016/j.compmedimag.2010.07.003
    Publication ID: [3639]
  • Csenki A. (2010): "Service facilities with Markovian demand and deterministic supply with an application in repair modelling" IMA Journal of Management Mathematics, Oxford University Press, Oxford, 21 (4): 373-384
    For more information see: http://dx.doi.org/10.1093/imaman/dpn011
    Publication ID: [2622]
  • Peng, Y.H., Zhang, Y. and Wang, L. (2010): "Artificial Intelligence in Biomedical Engineering and Informatics: An Introduction and Review" Artificial Intelligence in Medicine, Elsevier, 48 (2): 71-73
    For more information see: http://dx.doi.org/10.1016/j.artmed.2009.07.007
    Publication ID: [3337]
  • Azzeh, M.Y., Neagu, D. and Cowling, P. (2010): "Fuzzy Grey Relational Analysis for Software Effort Estimation" Empirical Software Engineering, Springer, US, 15 (1): 60-90
    For more information see: http://www.springer.com/computer/swe/journal/10664
    Publication ID: [3242]
  • Peng, Y.H., Wu, Z.Q. and Jiang, J. (2010): "A Novel Feature Selection Approach for Biomedical Data Classification" Journal of Biomedical Informatics, Elsevier, 43 (1): 15-23
    For more information see: http://dx.doi.org/10.1016/j.jbi.2009.07.008
    Publication ID: [2903]
  • Zhou, X., Peng, Y.H. and Liu, B. (2010): "Text mining for traditional Chinese medical knowledge discovery: A Survey" Journal of Biomedical Informatics, Elsevier
    For more information see: http://dx.doi.org/10.1016/j.jbi.2010.01.002
    Publication ID: [3336]
  • Csenki A. (2010): "Difference lists in Prolog" Teaching Mathematics and Computer Science (ISSN 1589 - 7389), The University of Debrecen, Hungary, Debrecen, Hungary, 8 (1): 73-87
    Publication ID: [3477]
  • Alkhattabi, M., Neagu, D. and Cullen, A.J. (2010): "Information quality framework for e-learning systems" Knowledge Management & E-Learning: An International Journal (KM&EL), 2 (4): 340-362
    Publication ID: [3740]

2009

  • Alserhani, F., Akhlaq, M., Awan, I., Cullen, A.J. and Mellor, A.J. (2009): "Multi-Tier Evaluation of Network Intrusion Detection Systems" Journal for Information Assurance and Security (JIAS), 5 (4): 301-310
    For more information see: http://www.mirlabs.org/jias/jias_archives.html
    Publication ID: [3733]
  • Cullen, A.J. and Taylor, M. (2009): "Critical success factors for B2B e-commerce use within the UK NHS pharmaceutical Supply Chain" International Journal of operations and Production Management, Emerald, Bingley, 29 (11): 1156-1185
    Publication ID: [3381]
  • Naser, T., Alhajj, R. and Ridley, M.J. (2009): "Two-Way Mapping between Object-Oriented Databases and XML" Informatica, 33 (3): 297-308
    Publication ID: [3682]
  • Jiang, J., Khelifi, F., Trundle, P.R. and Geven, A. A.(2009): "HERMES: a FP7 funded project towards the development of a computer-aided memory management system via intelligent computations" Journal of Assistive Technologies, Pier Publishing, 3 (3): 27-35
    Publication ID: [3640]
  • Rifaie, M., Kianmehr, K., Alhajj, R. and Ridley, M. (2009): "Data modelling for effective data warehouse architecture and design" International Journal of Information and Decision Sciences, Inderscience, 1 (3): 282-300
    Publication ID: [3683]
  • Fessing, M.Y., ... poterlowicz, K., Peng, Y.H., ..., and Botchkarev, (2009): "BMP Signaling Induces Cell-Type-Specific Changes in Gene Expression Programs of Human Keratinocytes and Fibroblasts" Journal of Investigative Dermatology, Nature Publishing Group
    For more information see: http://www.nature.com/jid/journal/vaop/ncurrent/abs/jid2009259a.html
    Publication ID: [3338]
  • Csenki A. (2009): "Towards a unified view of finite automata and semi-Markov flowgraph models" International Journal of General Systems, Taylor and Francis, Abingdon, Oxon, 38 (6): 643-657
    For more information see: http://dx.doi.org/10.1080/03081070902911550
    Publication ID: [3193]
  • Huang, Q, Wu, Y, Baruch, J, Jiang, P and Peng, Y.H. (2009): "A Template Model for Defect Simulation for Evaluating Nondestructive Testing in X-Radiography" IEEE Trans on SMC, Part A: Systems and Humans, IEEE, 39 (2): 466-475
    Publication ID: [3166]
  • Csenki A. (2009): "Stochastic demand patterns for Markov service facilities with neutral and active periods" Reliability Engineering and System Safety, Elsevier, Amsterdam, 94 (2): 382-393
    For more information see: http://dx.doi.org/10.1016/j.ress.2008.03.030
    Publication ID: [2620]
  • Hameed, S., Fathulla, K., Mellor, J, Cullen, A. and Thomas, A (2009): "Extent of E-Learning Effectiveness an Efficiency in a New Web Platform Environment in Higher Education Institutions" Journal of Centre of Exellence in Learning and Teaching (CELT)
    Publication ID: [3220]
  • (2009): "Utilisation of Case-Based Reasoning for Semantic Web Services Composition." International Journal of Intelligent Information Technologies(IJIIT), 5 24-42
    For more information see: http://dx.doi.org/10.4018/jiit.2009092102
    Publication ID: [4620]

2008

  • Csenki A. (2008): "Salient features of a lecture course in reliability theory" International Journal in Mechanical Engineering Education, Manchester University Press, Manchester, 36 (4): 339-365
    Publication ID: [2459]
  • Cullen, A. J and Mann, I. (2008): "Hacking the Human: Countering the socially Engineered Attack" Journal of Information Warfare, 7 (2): 24-35
    For more information see: http://www.jinfowar.com
    Publication ID: [2877]
  • Hasan, Y., Hassan, M. and Ridley, M. (2008): "Incremental Transitivity Applied to Cluster Retrieval" International Arab Journal of Information Technology, Zarqa Private University, Zarqa, 5 (3): 311-319
    Publication ID: [2925]
  • Csenki A. (2008): "Flowgraph models in Reliability and finite automata" IEEE Transactions on Reliability, IEEE Reliability Society, 57 (2): 355-359
    For more information see: http://dx.doi.org/10.1109/TR.2008.920865
    Publication ID: [2458]
  • Elsheikh, Y.M., Cullen, A.J. and Hobbs, D. (2008): "E-Government in Jordan: Challenges and Opportunities" Transforming Government: People, Process and Policy, Emerald, 2 (2): 83-103
    For more information see: http://www.emeraldinsight.com/10.1108/17506160810876176
    Publication ID: [2604]

2007

  • Csenki A (2007): "On the three-state weather model of transmission line failures" Proceedings of the Institution of Mechanical Engineers, Part O, Journal of Risk and Reliability, Institution of Mechanical Engineers, London, 221 217-228
    For more information see: http://dx.doi.org/10.1243/1748006XJRR63
    Publication ID: [2308]
  • Peng, Y.H. and Zhang, X.G. (2007): "Integrative Data Mining in Systems Biology: from Text to Network Mining" Artificial Intelligence in Medicine, Elsevier, 41 (2): 83-86
    For more information see: http://dx.doi.org/10.1016/j.artmed.2007.08.001
    Publication ID: [2391]
  • Neagu, D., Guo, G., Trundle, P.R. and Cronin, M.T. (2007): "A Comparative Study of Machine Learning Algorithms Applied to Predictive Toxicology Data Mining" Alternatives to Laboratory Animals (ATLA), FRAME, 35 25-32
    Publication ID: [3729]
  • Xue, J.X., Zhang, L.L., Peng, Y.H. and Jia, L. L.(2007): "A wavelet transform-based approach for joint tracking in gas metal arc welding" Welding Journal, American Welding Society, 86 (4): 90-96
    For more information see: http://www.aws.org/wj/supplement/wj0407-90.pdf
    Publication ID: [2542]
  • Neagu, D., Guo, G., Trundle, P.R. and Cronin, M.T. M.T.(2007): "A Comparative Study of Machine Learning Algorithms Applied to Predictive Toxicology Data Mining" Journal of Alternatives to Laboratory Animals ATLA, FRAME, Nottingham, UK, 35 (1): 25-32
    For more information see: http://www.frame.org.uk/atla_issue.php?iss_id=79
    Publication ID: [2313]
  • Ayres, F.H. and Ridley, M.J. (2007): "Twenty five years of bibliographic control research at the University of Bradford" Cataloguing & Classification Quarterly, Howarth Press, Binghampton, 44 (1/2): 113-130
    Publication ID: [2479]
  • Hameed, S., Mellor, J., Badii, A., Patel, N. and Cullen, A. (2007): "Factors mediating the routinisation of e-learning within a traditional university education environment" International Journal of Electronic Business ISSN 1741-5063, Inderscience Enterprises Ltd, 5 (2): 160 - 175
    Publication ID: [2297]
  • Csenki A (2007): "Joint interval reliability for Markov systems with an application in transmission line reliability" Reliability Engineering and System Safety, Elsevier, Oxford, 92 (6): 685-696
    For more information see: http://dx.doi.org/10.1016/j.ress.2006.11.007
    Publication ID: [2225]
  • Cullen, A. J and Webster, M. (2007): "A user-oriented B2B e-commerce model based on connectivity and purpose" International Journal of Operations and Production Management, 27 (2)
    Publication ID: [1987]

2006

  • Csenki A (2006): "Specified demand patterns for finite Markov systems in discrete and continuous time with illustrative examples" International Journal of Reliability, Quality and Safety Engineering, World Scientific, Singapore, 13 (6): 547-564
    For more information see: http://dx.doi.org/10.1142/S0218539306002422
    Publication ID: [2220]
  • Peng Y.H. (2006): "Integration of gene functional diversity for effective cancer detection" International Journal of Systems Science, Taylor & Francis, 37 (13): 931-938
    For more information see: http://dx.doi.org/10.1080/00207720600891760
    Publication ID: [2208]
  • Csenki A. (2006): "Enigma 1225: Prolog-assisted solution of a puzzle using discrete mathematics" Computers and Mathematics with Applications, Elsevier, Amsterdam, 52 (3-4): 383-400
    For more information see: http://dx.doi.org/10.1016/j.camwa.2006.03.020
    Publication ID: [2218]
  • Peng Y.H. (2006): "A Novel Ensemble Machine Learning for Robust Microarray Data Classification" International Journal of Computers in Biology and Medicine (PMID: 15978569), Elsevier, 36 (6): 553-573
    For more information see: http://dx.doi.org/10.1016/j.compbiomed.2005.04.001
    Publication ID: [1784]
  • Peng, Y.H., Yao, B. and Jiang, J (2006): "Knowledge-Discovery Incorporated Evolutionary Search for Microcalcification Detection in Breast Cancer Diagnosis" Artificial Intelligence in Medicine (PMID: 16343872), Elsevier, 37 (1): 43-53
    For more information see: http://dx.doi.org/10.1016/j.artmed.2005.09.001
    Publication ID: [1952]
  • Nicolaou, A. and Peng, Y.H. (2006): "Lipidomics: Current Developments, Challenges and Opportunities." Lipid Technology Journal, PJ Barnes & Associates, 18 (3): 53-57
    Publication ID: [2129]
  • Peng Y.H. (2006): "Empirical Model Decomposition based Time-Frequency Analysis for Tool Breakage Detection" Journal of Manufacturing Science and Engineering - Trans of The ASME, American Society of Mechanical Engineers (ASME), 128 (1): 154-166
    For more information see: http://dx.doi.org/10.1115/1.1948399
    Publication ID: [1707]
  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2006): "Multiple Labels Associative Classification" Knowledge and Information Systems, Springer-Verlag London Ltd , 9 (1): 109-129
    Publication ID: [1801]
  • Vracko, M., Cronin, M.T., Devillers, J., Neagu, D. and Et al., (2006): "Validation of counter propagation neural network models for predictive toxicology according to the OECD principles: a case study" SAR & QSAR in Environmental Research, Taylor and Francis, 17 (3): 265-284
    Publication ID: [3708]

2005

  • Guo, G. and Neagu, D. (2005): "Fuzzy kNNModel Applied to Predictive Toxicology Data Mining" International Journal of Computational Intelligence and Applications (IJCIA), World Scientific Publishing Co., 5 (3): 321-333
    For more information see: http://ejournals.wspc.com.sg/ijcia/05/0503/S1469026805001635.html
    Publication ID: [2069]
  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2005): "A Study of Predictive Accuracy for Four Associative Classifiers" Journal of Digital Information Management, Digital Information Research Foundation, 3 (3): 205-208
    For more information see: http://www.dirf.org/jdim/v3i3.asp
    Publication ID: [1953]

2004

  • Zhao, X.Z., Chen, T.J., Ye, B.Y. and Peng, Y.H. (2004): "Adaptive Selection of Wavelet based on Parametric Equation" Chinese Journal of Mechanical Engineering, 40 (11): 123-128
    Publication ID: [3181]
  • Peng Y.H. (2004): "On the Performance Enhancement of Self-Tuning Adaptive Control for Time-Varying Machining Processes" International Journal of Advanced Manufacturing Technology, Springer-Verlag London, 24 (5-6): 395-403
    For more information see: http://www.springerlink.com/index/10.1007/s00170-003-1678-y
    Publication ID: [1711]
  • Csenki A. (2004): "Marginal cost analysis of single-item maintenance policies with several decision variables" IMA Journal of Management Mathematics, Oxford University Press, Oxford, 15 (2): 139-150
    For more information see: http://dx.doi.org/10.1093/imaman/15.2.139
    Publication ID: [1668]

2003

  • Neagu, D. and Palade, V. (2003): "A Neuro-Fuzzy Approach for Functional Genomics Data Interpretation and Analysis" Journal of Neural Computing and Applications, Springer-Verlag, London, Computer Science, 12 (3-4): 153-159
    For more information see: http://www.springerlink.com/content/0941-0643
    Publication ID: [1767]

2002

  • Wang, W.P., Peng, Y.H. and Li, X.Y. (2002): "Fuzzy-grey Prediction of Cutting Force Uncertainty in Turning" Journal of Materials Processing Technology, Elsevier, 129 (1-3): 663-666
    For more information see: http://www.sciencedirect.com/science/journal/09240136
    Publication ID: [1667]
  • Neagu, C.D., Avouris, N.M., Kalapanidas, E. and Palade, V. V.(2002): "Neurosymbolic Integration in a Knowledge-based System for Air Quality Prediction" Applied Intelligence (The International Journal of Artificial Intelligence, Neural Networks, and Complex Problem-Solving Technologies), Kluwer Academic Publishers, 17 (2): 141-169
    Publication ID: [1013]
  • Neagu, C.D., Georgescu, L.P. and Popescu, F. (2002): "Prediction of the Toxicity of Some Aromatic Compounds Using a Neuro-Fuzzy Method" Journal of Environmental Engineering and Management, 1 (3): 383-393
    Publication ID: [1111]

2001

  • Coenen, F., Eaglestone, B. and Ridley, M. (2001): "Verification, Validation, and Integrity Issues in Expert and Database Systems: Two Perspectives" International Journal of Intelligent Systems, John Wiley, New York, USA, 16 (3): 425-447
    Publication ID: [391]
  • Neagu, C.D. and Bumbaru, S. (2001): "An Interactive Fuzzy Operator Used To Interpret Connectionist Knowledge" Journal of Control Engineering and Applied Informatics, Romanian Society of Control Engineering and Tech, Bucharest, 3 (3): 53-59
    Publication ID: [1103]
  • Wang, W.P., Peng, Y.H. and Li, X.Y. (2001): "Fuzzy Estimation of Uncertainty for Grinding Force" Key Engineering Materials., Trans Tech Publications, Switzerland, 202 429-432
    For more information see: http://www.scientific.net/KEM.202-203.429
    Publication ID: [1114]

2000

  • Neagu, C.D. and Palade, V. (2000): "An interactive fuzzy operator used in rule extraction from neural networks" Neural Network World: the International Journal on Neural and Mass-Parallel Computing and Information Systems, Academy of Sciences of the Czech Republic, Prague, 10 (4): 675-684
    Publication ID: [1110]
  • Peng, Y.H. and Chen, T.J. (2000): "Inductive Learning of Fuzzy Classification Rules for Machine Fault Diagnosis" Journal of South China University of Technology (English Edition), 28 (12): 100-106
    Publication ID: [982]
  • Csenki A. (2000): "Asymptotics for renewal-reward processes with retrospective reward structure" Operations Research Letters, 26 (5): 201-209
    For more information see: http://dx.doi.org/10.1016/S0167-6377(00)00035-3
    Publication ID: [720]

1999

  • Ridley M. (1999): "Practical Clumping" Ariadne, UKOLN, Bath, UK (20)
    Publication ID: [167]
  • Ayres, F.H. and Ridley, M.J. (1999): "BOPAC2: a new dimension in OPAC display" Vine, LITC, London, UK (114): 50155
    Publication ID: [166]
  • Ayres, F.H., Nielsen, L.P. and Ridley, M.J. (1999): "BOPAC2: a New Concept in OPAC Design and Bibliographic Control" Cataloguing and Classification Quarterly, Haworth Information Press, Binghampton, NY, 28 (2): 17-44
    Publication ID: [165]

1998

  • Csenki A. (1998): "Refined asymptotic analysis of two basic order-replacement models for a spare unit" IMA Journal of Mathematics Applied in Business and Industry, Oxford University Press, Oxford, 9 (2): 177-199
    For more information see: http://dx.doi.org/10.1093/imaman/9.2.177
    Publication ID: [716]
  • Csenki A. (1998): "Marginal cost analysis of some basic ordering policies for a spare unit and extensions" International Journal of Reliability, Quality and Safety Engineering, World Scientific, Singapore, 5 (3): 293-312
    For more information see: http://dx.doi.org/10.1142/S0218539398000261
    Publication ID: [718]

1997

  • Ayres, F.H., Nielsen, L.P. and Ridley, M.J. (1997): "Design and Display Issues for a Manifestation Based Catalogue at Bradford" Program, ASLIB, London, UK, 31 (2): 95-113
    Publication ID: [168]
  • Csenki A. (1997): "Optimum allocation in stratified random sampling via Hlders inequality" The Statistician (Journal of the Royal Statistical Society, Series D), Blackwell, Oxford, 46 (3): 439-441
    For more information see: http://dx.doi.org/10.1111/1467-9884.00096
    Publication ID: [714]

1996

  • Csenki A. (1996): "A new approach to the cumulative operational time for semi-Markov models of repairable systems" Reliability Engineering and System Safety, Elsevier, Oxford, 54 (1): 11-21
    For more information see: http://dx.doi.org/10.1016/S0951-8320(96)00065-8
    Publication ID: [713]

1995

  • Csenki A. (1995): "Set reliability: a unified approach to reliability measures for systems modelled by finite semi-Markov processes" Systems Analysis Modelling Simulation, 20 173-186
    Publication ID: [709]
  • Csenki A. (1995): "Transient analysis of interval availability for repairable systems modelled by finite semi-Markov processes" IMA Journal of Mathematics Applied in Business and Industry, Oxford University Press, Oxford, 6 (3): 267-281
    For more information see: http://dx.doi.org/10.1093/imaman/6.3.267
    Publication ID: [711]
  • Csenki A. (1995): "A dependability measure for Markov models of repairable systems: Solution by randomization and computational experience" Computers & Mathematics with Applications, Elsevier/Pergamon, Oxford, 30 (2): 95-110
    For more information see: http://dx.doi.org/10.1016/0898-1221(95)00079-E
    Publication ID: [704]
  • Csenki A. (1995): "An integral equation approach to the interval reliability of systems modelled by finite semi-Markov processes" Reliability Engineering and System Safety, Elsevier, Oxford, 47 (1): 37-45
    For more information see: http://dx.doi.org/10.1016/0951-8320(94)00039-Q
    Publication ID: [707]
  • Csenki A. (1995): "The number of visits to a subset of the state space by a discrete-parameter semi-Markov process" Statistics & Probability Letters, Elsevier, Amsterdam, 22 (1): 71-77
    For more information see: http://dx.doi.org/10.1016/0167-7152(94)00051-9
    Publication ID: [705]
  • Csenki A. (1995): "Mission availability for repairable semi-Markov systems: analytical results and computational implementation" Statistics, Taylor & Francis, 26 (1): 75-87
    For more information see: http://dx.doi.org/10.1080/02331889508802468
    Publication ID: [706]
  • Csenki A. (1995): "Total cumulative work until failure of a system modelled by a finite semi-Markov process" International Journal of Systems Science, Taylor & Francis, 26 (8): 1511-1525
    For more information see: http://dx.doi.org/10.1080/00207729508929115
    Publication ID: [708]

1994

  • Csenki A. (1994): "The number of working periods of a repairable Markov system during a finite time interval" IEEE Transactions on Reliability, 43 (1): 163-169
    For more information see: http://dx.doi.org/10.1109/24.285131
    Publication ID: [700]
  • Csenki A. (1994): "Cumulative operational time analysis of finite semi-Markov reliability models" Reliability Engineering and System Safety, Elsevier, Oxford, 44 (1): 17-25
    For more information see: http://dx.doi.org/10.1016/0951-8320(94)90104-X
    Publication ID: [701]
  • Csenki A. (1994): "On the interval reliability of systems modelled by finite semi-Markov processes" Microelectronics and Reliability, Elsevier/Pergamon, Oxford, 34 (8): 1319-1335
    For more information see: http://dx.doi.org/10.1016/0026-2714(94)90145-7
    Publication ID: [702]

1993

  • Csenki A. (1993): "Occupation frequencies for irreducible finite semi-Markov processes with reliability applications" Computers & Operations Research, Elsevier, Oxford, 20 (3): 249-259
    For more information see: http://dx.doi.org/10.1016/0305-0548(93)90002-Z
    Publication ID: [696]
  • Csenki A. (1993): "Reliability analysis of recovery blocks with nested clusters of failure points" IEEE Transactions on Reliability, 42 (1): 34-43
    For more information see: http://dx.doi.org/10.1109/24.210268
    Publication ID: [697]
  • Csenki A. (1993): "On a counting variable in the theory of discrete-parameter Markov chains" Statistics & Probability Letters, Elsevier, Amsterdam, 18 (2): 105-112
    For more information see: http://dx.doi.org/10.1016/0167-7152(93)90177-K
    Publication ID: [698]

1992

  • Csenki A. (1992): "The joint distribution of sojourn times in finite Markov processes" Advances in Applied Probability, Applied Probability Trust, Sheffield, 24 141-160
    For more information see: http://dx.doi.org/10.2307/1427733
    Publication ID: [693]
  • Csenki A. (1992): "Sojourn times in Markov processes for power transmission dependability assessment with MATLAB" Microelectronics and Reliability, Elsevier/Pergamon, Oxford, 32 (7): 945-960
    For more information see: http://dx.doi.org/10.1016/0026-2714(92)90435-N
    Publication ID: [695]

1991

  • Csenki A. (1991): "Some new aspects of the transient analysis of discrete-parameter Markov models with an application to the evaluation of repair events in power transmission" IMA Journal of Mathematics Applied in Business and Industry, Oxford University Press, Oxford, 3 (3): 193-206
    For more information see: http://dx.doi.org/10.1093/imaman/3.3.193
    Publication ID: [694]
  • Csenki A. (1991): "The joint distribution of sojourn times in finite semi-Markov processes" Stochastic Processes and their Applications, Elsevier, Amsterdam, 39 (2): 287-299
    For more information see: http://dx.doi.org/10.1016/0304-4149(91)90084-P
    Publication ID: [688]
  • Csenki A. (1991): "Some renewal-theoretic investigations in the theory of sojourn times in finite semi-Markov processes" Journal of Applied Probability, Applied Probability Trust, Sheffield, 28 822-832
    For more information see: http://dx.doi.org/10.2307/3214685
    Publication ID: [689]

1990

  • Csenki A. (1990): "Bayes predictive analysis of a fundamental software reliability model" IEEE Transactions on Reliability, 39 (2): 177-183
    For more information see: http://dx.doi.org/10.1109/24.55879
    Publication ID: [686]
  • Csenki A. (1989): "An improved Monte-Carlo method in structural reliability" Reliability Engineering and System Safety, Elsevier, Oxford, 24 (3): 275-292
    For more information see: http://dx.doi.org/10.1016/0951-8320(89)90045-8
    Publication ID: [684]

1987

  • Csenki A. (1987): "Foundation pressures beneath rectangular footings" Proceedings of the Institution of Civil Engineers, The Institution of Civil Engineers, London, 83 (2): 465-473
    Publication ID: [178]
  • Csenki A. (1981): "A theorem on the departure of randomly indexed U-statistics from normality with an application in fixed-width sequential interval estimation" Sankhya (Series A), 43 84-99
    Publication ID: [682]

1980

  • Csenki A. (1980): "On the convergence rate of fixed-width sequential confidence intervals" Scandinavian Actuarial Journal 107-111
    Publication ID: [679]
  • Csenki A. (1979): "A note on confidence sequences in multiparameter exponential families" Journal of Multivariate Analysis, Elsevier, Amsterdam, 9 (2): 337-340
    For more information see: http://dx.doi.org/10.1016/0047-259X(79)90091-5
    Publication ID: [676]

1979

  • Csenki A. (1979): "An invariance principle in k-dimensional extended renewal theory" Journal of Applied Probability, Applied Probability Trust, Sheffield, 16 567-574
    For more information see: http://dx.doi.org/10.2307/3213085
    Publication ID: [677]
  • Csenki, A. and Eberlein, E. (1979): "A note on strongly mixing lattices of random variables" Zeitschrift fr Wahrscheinlichkeitstheorie und verwandte Gebiete, Springer, Heidelberg, 50 135-136
    For more information see: http://dx.doi.org/10.1007/BF00533634
    Publication ID: [678]

Conference Publications

2015

  • Hassan, A, Zaka, M, Kouvatsos, D and Peng, YH (2015): "Integrated Analysis of Gene Expression Data for Colon Cancer Biomarker Discovery" in 2015 IEEE Symposium on Computational Intelligence in Big Data (IEEE CIBD’2015)
    Publication ID: [4745]
  • Egara, K and Peng, YH (2015): "Big Data Analytics of Financial Strategies" in 2015 IEEE Symposium on Computational Intelligence in Big Data (IEEE CIBD’2015)
    Publication ID: [4744]
  • Isah, H., Neagu, D. and Trundle, P (2015): "Bipartite Network Model for Inferring Hidden Ties in Crime Data" in Procs of Advances in Social Networks Analysis and Mining (ASONAM), 2015 IEEE/ACM Int’l Conference on, pp.994-1001, ACM New York
    For more information see: http://dl.acm.org/citation.cfm?doid=2808797.2808842
    Publication ID: [4735]
  • (2015): "PADTUN - Using Semantic Technologies in Tunnel Diagnosis and Maintenance Domain." in Extended Semantic Web Conference (ESWC) 2015 (winner of the best in-use paper award), pp. 683-698
    For more information see: http://dx.doi.org/10.1007/978-3-319-18818-8_42
    Publication ID: [4602]
  • Al-tawil, M, Dimitrova, V and Thakker, D (2015): "Using Basic Level Concepts in a Linked Data Graph to Detect User’s Domain Familiarity." in User Modelling, Adaptation and Personalisation (UMAP 2015) Conference
    Publication ID: [4663]

2014

  • Cheng, Y, Jiang, P and Peng, YH (2014): "Increasing Big Data Front End Processing Efficiency via Locality Sensitive Bloom Filter for Elderly Healthcare" in 2014 IEEE Computational Intelligence in Big Data
    Publication ID: [4749]
  • Mistry, P., Nague, D. and Trundle, P. (2014): "Using computational methods for the prediction of drug vehicles." in Proceedings of the 14th UK Workshop on Computational Intelligence (UKCI 2014)
    Publication ID: [4729]
  • Isah, H., Neagu, D. and Trundle, P. (2014): "Social media analysis for product safety using text mining and sentiment analysis" in Proceedings of the 14th UK Workshop on Computational Intelligence (UKCI 2014)
    Publication ID: [4728]
  • Zaka, M, Peng, YH and Sutton, C (2014): "Integrated Microarray Analytics for the Discovery of Gene Signatures for Triple-Negative Breast Cancer" in The 14th UK Workshop on Computational Intelligence (UKCI)
    Publication ID: [4746]
  • (2014): "Proceedings of the 3rd International Workshop on Intelligent Exploration of Semantic Data (IESD 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 20, 2014." in IESD@ISWC, CEUR-WS.org, pp. 207-218
    Publication ID: [4607]
  • Liu, W, Peng, YH and Tobin, D (2014): "Integrated Analytics of Microarray Big Data for Revealing Robust Gene Signature" in 2014 IEEE Computational Intelligence in Big Data
    Publication ID: [4748]
  • Zaka, M, Peng, YH and Sutton, C (2014): "Microarray Big Data Integrated Analysis for the Prediction of Robust Diagnostics Signature for Triple-Negative Breast Cancer" in IEEE Computational Intelligence in Big Data
    Publication ID: [4747]

2013

  • Liu, W, Peng, YH and Tobin, D (2013): "Integrated microarray analysis reveals COL11A1, CXCL13 and PTPRF as three new potential biomarkers of metastatic melanoma" in International Investigative Dermatology
    Publication ID: [4751]
  • Poterlowicz, K, Mardaryev, AN, ..., , Peng, YH and Botchkarev, VA (2013): "Global Genome Analysis of Lhx2 target genes in Hair Follicle Stem Cells and their Progenies Reveal the non-Random distribution and Topological Association with Functionally Related Gene Loci" in 7th World Congress for Hair Research
    Publication ID: [4752]
  • Palczewska, A.M., Palczewski, J., Marchese-robinson, R. and Neagu, D. (2013): "Interpreting random forest models using a feature contribution method" in IEEE 14th International Conference on Information Reuse & Integration IRI 2013, August 14-16, 2013, pp. 112-119
    For more information see: http://www.dx.doi.org/10.1109/IRI.2013.6642461
    Publication ID: [4021]
  • Li, X, Zhou, XZ, Peng, YH, Liu, B and Etc., (2013): "Integrating phenotype-genotype data for prioritization of candidate symptom genes" in 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
    Publication ID: [4750]
  • (2013): "ViewS in User Generated Content for Enriching Learning Environments: A Semantic Sensing Approach." in AIED, CEUR-WS.org, pp. 121-130
    For more information see: http://dx.doi.org/10.1007/978-3-642-39112-5_13
    Publication ID: [4609]

2012

  • Al-shammari, M, Tobin, D and Peng, YH (2012): "Systematics Association of Gene Mutations and Human Cancers" in 2012 Systems Biology Europe
    Publication ID: [4753]
  • Yang, L. and Neagu, D. (2012): "Towards the Integration of Heterogeneous Uncertain Data" in Proceedings of the 2012 IEEE 13th International Conference on Information Reuse and Integration IEEE IRI 2012 (Eds: C. Zhang C., J. Joshi, E. Bertino, B. Thuraisingham), 8-10 August 2012, pp. 295-302
    Publication ID: [3916]
  • Fu, X., Travis, K., Neagu, D., Ridley, M.J. and Shen, Q. (2012): "Fuzzy Complex Number Aided Evaluation of Predictive Toxicology Models" in The 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)
    For more information see: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6251331
    Publication ID: [3899]
  • Xin, F., Travis, K., Neagu, D., Ridley, M. and Qiang, S. (2012): "Fuzzy Complex Number Aided Evaluation of Predictive Toxicology Models" in The 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)
    For more information see: http://www.ieee-wcci2012.org/programv3.pdf
    Publication ID: [3993]
  • Makhtar, M., Yang, L., Neagu, D. and Ridley, M.J. (2012): "Optimisation of Classifier Ensemble for Predictive Toxicology Applications" in Procs of the 2012 UKSim 14th International Conference on Modelling and Simulation, pp.236-241, IEEE CS
    Publication ID: [3900]
  • Makhtar, M., Yang, L., Neagu, D. and Ridley, M (2012): "Optimisation of Classifier Ensemble for Predictive Toxicology Applications" in Procs of the 2012 UKSim 14th International Conference on Modelling and Simulation(UKSim2012), pp.236-241.
    Publication ID: [3994]

2011

  • Bashon, Y., Neagu, D. and Ridley, M. (2011): "Fuzzy Set-Theoretical Approach for Comparing Objects with Fuzzy Attributes" in Proceedings of the 11th International Conference on Intelligent Systems Design and Applications ISDA 2011, pp. 754-759
    Publication ID: [3995]
  • Bashon, Y., Neagu, D. and Ridley, M.J. (2011): "Fuzzy Set-Theoretical Approach for Comparing Objects with Fuzzy Attributes" in Proceedings of the 11th International Conference on Intelligent Systems Design and Applications ISDA 2011, 22-24 November 2011, pp. 754-759, IEEE Xplore
    Publication ID: [3758]
  • Wojak, A.M., Neagu, D. and Ridley, M.J. (2011): "Double Min-Score (DMS) Algorithm for Automated Model Selection in Predictive Toxicology, pp 150-156" in Procs of the 11th Annual Workshop on Computational Intelligence UKCI 2011
    For more information see: http://ukci.cs.manchester.ac.uk/
    Publication ID: [3754]
  • Wojak, A., Neagu, D. and Ridley, M. (2011): "Double Min-Score (DMS) Algorithm for Automated Model Selection in Predictive Toxicology" in Procs of the 11th Annual Workshop on Computational Intelligence UKCI 2011
    For more information see: http://ukci.cs.manchester.ac.uk/files/Proceedings.pdf
    Publication ID: [3996]
  • Makhtar, M., Neagu, D. and Ridley, M.J. (2011): "Comparing Multi-class Classifiers: On the Similarity of Confusion Matrices for Predictive Toxicology Applications" in Proceedings of the 12th International Conference on Intelligent Data Engineering and Automated Learning IDEAL 2011, 7-9 September 2011, pp. 252-261, LNCS 6936 Springer
    Publication ID: [3756]
  • Makhtar, M., Neagu, D.C. and Ridley, M.J. (2011): "Comparing Multi-Class Classifiers: on the Similarity of Confusion Matrices for Predictive Toxicology Applications" in Proceedings of the International Conference on Intelligent Data Engineering and Automated Learning, Springer-Verlag LNCS
    For more information see: http://www.springerlink.com/content/m115k157064k11lk/fulltext.pdf
    Publication ID: [3877]
  • Makhtar, M., Neagu, D.C. and Ridley, M.J. (2011): "Binary Classification Models Comparison: on the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications" in 2nd International Conference on Information Technology in Bio- and Medical Informatics - ITBAM 2011 (DEXA 2011)
    For more information see: http://www.springerlink.com/content/9644l1868577j713/fulltext.pdf
    Publication ID: [3876]
  • Makhtar, M., Neagu, D. and Ridley, M.J. (2011): "Binary Classification Models Comparison: on the Similarity of Datasets and Confusion Matrix for Predictive Toxicology Applications" in Proceedings of the 2nd International Conference on Information Technology in Bio- and Medical Informatics ITBAM 2011, August 29 - September 2 2011. pp. 108-122, LNCS 6865, Springer
    Publication ID: [3755]
  • Nagi, M., Elsheikh, A., Rifaie, M., Suleiman, I. and Et al, (2011): "Association rules mining based approach for Web usage mining" in Proceedings of IEEE International Conference on Information Reuse and Integration (IRI) 2011
    For more information see: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6009540
    Publication ID: [3878]
  • Abdulrahman, R., Holton, D., Neagu, D. and Ridley, M. (2011): "Formal Specification of Multi Agent System for Historical Information Retrieval from Online Social Networks" in 5th KES International Conference, KES-AMSTA 2011, June 29-July 1, 2011
    Publication ID: [3873]
  • Abdulrahman, R., Neagu, D. and Holton, DRW (2011): "Multi Agents System for Historical Information Retrieval from Online Social Networks" in Proceedings of the 5th International KES Conference on Agents and Multi-agent Systems – Technologies and Applications KES AMSTA 2011, 30 June - 1 July 2011, pp. 54-63, LNCS 6682, Springer
    For more information see: http://amsta-11.kesinternational.org/
    Publication ID: [3702]
  • Saudi, M.M., Cullen, A.J. and Woodward, M.E. (2011): "Efficient STAKCERT KDD Processes in Worm Detection," in Proceedings of the International Conference of Computer and Information Science 2011, 27 July-29 July 2011
    Publication ID: [3732]
  • Abdulrahman, R., Holton, DRW, Neagu, D. and Ridley, M.J. (2011): "Formal Specification of Multi Agents System for Historical Information Retrieval from Online Social Networks" in Proceedings of the 5th International KES Conference on Agents and Multi-agent Systems – Technologies and Applications KES AMSTA 2011, 30 June-1 July 2011, pp. 83-94, LNCS 6682, Springer
    For more information see: http://amsta-11.kesinternational.org/
    Publication ID: [3703]
  • Alim, S., Neagu, D. and Ridley, M.J. (2011): "Axioms for vulnerability measurement of online social network profiles" in Proceedings of the International Conference on Information Society (i-Society), 27-29 June 2011, pp. 241-247, IEEE Xplore
    Publication ID: [3757]
  • Albhbah, A.M. and Ridley, M.J. (2011): "A Rule Framework for Automatic Generation of Web Forms" in 4th IEEE International Conference on Computer Science and Information Technology (IEEE ICCSIT 2011)
    Publication ID: [3874]
  • Alserhani, F., Akhlaq, M., Awan, I. and Cullen, A.J. (2011): "Event-based alert correlation system to detect SQLI activities" in 24th IEEE International Conference on Advanced Information Networking and Applications (AINA-2011)
    Publication ID: [3739]

2010

  • Elsheh, M. and Ridley, M. (2010): "Generation and Validation of Web Forms Using Database Metadata and XForms" in Symposium on Progress in Information and Communication Technology(SPICT 10)
    For more information see: http://spict.utar.edu.my/SPICT-10CD/papers/spict10_18.pdf
    Publication ID: [3687]
  • Alqasrawi, Y., Neagu, D. and Cowling, P. (2010): "Spatial Pyramid Local Keypoints Quantization for Bag of Visual Patches Image Representation" in Procs 10th International Conference on Intelligent Design and Applications ISDA10, 29 November - 1 December 2010, pp. 1270-1274, IEEE
    Publication ID: [3534]
  • Al-nashashibi, M., Neagu, D. and Yaghi, A. (2010): "An improved root extraction technique for Arabic words" in 2nd International Conference on Computer Technology and Development, ICCTD 2010, 2-4 Nov 2010, pp. 264-269, IEEE
    For more information see: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5645872
    Publication ID: [3537]
  • Al-nashashibi, M., Neagu, D. and Yaghi, A. (2010): "Stemming Techniques for Arabic Words: A Comparative Study" in 2nd International Conference on Computer Technology and Development, ICCTD 2010, 2-4 Nov 2010, pp. 270-276, IEEE
    For more information see: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5645873
    Publication ID: [3538]
  • Alserhani, F., Akhlaq, M., Awan, I. and Cullen, A.J. (2010): "Detection of Coordinated Attacks Using Alert Correlation Model" in International conference in Progress in Informatics and Computing, 10 DEC2010
    Publication ID: [3738]
  • Alkhattabi, M., Cullen, A.J. and Neagu, D. (2010): "Information quality metrics in an e-learning context: Applying GQM approach" in Proceedings of 7th International Conference on the Quality of Information and Communications Technology
    Publication ID: [3743]
  • Makhtar, M, Neagu, D. and Ridley, M. (2010): "Predictive Model Representation and Comparison: Towards Data and Predictive Models Governance" in Proceedings of the 10th UK Workshop on Computational Intelligence UKCI 2010 (IEEE Xplore), pages 1-6
    For more information see: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5625573
    Publication ID: [3529]
  • Makhtar, M., Neagu, D. and Ridley, M. (2010): "Predictive Model Representation and Comparison: Towards Data and Predictive Models Governance" in Proceedings of the 10th UK Workshop on Computational Intelligence UKCI 2010
    Publication ID: [3688]
  • Khalid, S., Surr, C. and Neagu, D. (2010): "DCM Data Management Framework: A Data Warehousing Approach" in Procs of the 1st International Conference on Information Technology in Bio- and Medical Informatics ITBAM 2010, Sept 1-2 2010, pp. 45-56, LNCS 6266, Springer
    Publication ID: [3542]
  • Saudi, M.M., Cullen, A.J. and Woodward, M.E. (2010): "Statistical Analysis in Evaluating STAKCERT Infection, Activation and Payload Methods,Lecture Notes in Engineering and Computer Science" in Proceedings of The World Congress on Engineering 2010, WCE 2010, 30 June - 2 July, 2010, pp474-479.
    For more information see: http://www.iaeng.org/publication/WCE2010/
    Publication ID: [3515]
  • Azzeh, M.Y., Neagu, D. and Cowling, P. (2010): "Software Stage-Effort Estimation Based on Association Rule Mining and Fuzzy Set Theory" in Procs of the 10th IEEE International Conference on Computer and Information Technology June 29-July 1, 2010, pp. 249-256, IEEE CS
    Publication ID: [3539]
  • Bashon, Y., Neagu, D. and Ridley, M. (2010): "A New Approach for Comparing Fuzzy Objects" in 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU-2010, June 28 - July 02 2010. Springer Communications in Computer and Information Science, Volume 81/2, pp. 115-125
    Publication ID: [3547]
  • Abdulrahman, R., Alim, S., Neagu, D. and Ridley, M (2010): "Algorithms for Data Retrieval from Online Social Network Graphs" in Procs of the 10th IEEE International Conference on Computer and Information Technology June 29-July 1, 2010, pp. 1660-1666, IEEE CS
    Publication ID: [3533]
  • Saudi, M.M., Cullen, A.J. and Woodward, M.E. (2010): "STAKCERT Worm Relational Model for Worm Detection, Lecture Notes in Engineering and Computer Science" in Proceedings of The World Congress on Engineering 2010,WCE 2010, 30 June - 2 July, 2010, pp469-473.
    For more information see: http://www.iaeng.org/publication/WCE2010/
    Publication ID: [3514]
  • Abdulrahman, R., Alim, S., Neagu, D. and Ridley, M. (2010): "Algorithms for Data Retrieval from Online Social Network Graphs" in Procs of the 10th IEEE Conference on Computer and Information Technology (CIT 2010)
    Publication ID: [3685]
  • Akhlaq, M., Alserhani, F., Awan, I., Cullen, A.J. and Mellor, J. (2010): "High Speed NIDS using Dynamic Cluster and Comparator Logic" in IEEE 10th International Conference on Computer and Information Technology (CIT 2010),
    Publication ID: [3737]
  • Bashon, Y., Neagu, D. and Ridley, M. (2010): "A New Approach for Comparing Fuzzy Objects" in 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU-2010
    For more information see: http://www.springerlink.com/content/q71565j4327g150j/fulltext.pdf
    Publication ID: [3686]
  • Alkhattabi, M., Neagu, D. and Cullen, A. (2010): "Validating an information quality framework for e-learning systems: an empirical approach" in 15th International Conference on Software Process Improvement Research, Education and Training INSPIRE XV, pp. 47–54, ISBN 978-0-9557300-7-8
    Publication ID: [3711]
  • Alkhattabi, M., Neagu, D. and Cullen, A.J. (2010): "Validating an information quality framework for e-learning systems: An empirical approach" in Proceedings of the 15th International Conference on Software Process Improvement Research, Education and Training, INSPIRE (e-Learning and Social Responsibility) ISBN: 978-0-9557300-7-8 pp. 47-54
    Publication ID: [3744]
  • Botchkarev, V, Poterlowicz, K, Mardaryev;, A, Fessing, M and Peng, Y.H. (2010): "Distinct Signaling Networks Specify the Diversity of Skin Appendages During Development" in 11th International Conference on Systems Biology
    Publication ID: [3923]
  • Alserhani, F., Akhlaq, M., Awan, I., Cullen, A.J. and Mirchandani, P. (2010): "MARS: Multi Stage Attack Recognition System" in 23rd IEEE International Conf. on Advanced Information Networking and Applications (AINA), Perth, 2010 pp.753-759 ISSN:1550-445X
    Publication ID: [3736]

2009

  • Rifaie, M., Alhajj, R and Ridley, M.J. (2009): "Data Governance Strategy: A Key Issue in Building Enterprise Data Warehouse" in Emerging Research and Projects Applications and Services symposium (ERPAS2009)
    Publication ID: [3681]
  • Alqasrawi, Y., Neagu, D. and Cowling, P. (2009): "Natural Scene Image Recognition by Fusing Weighted Colour Moments with Bag of Visual Patches on Spatial Pyramid Layout" in The 9th Intl Conf on Intelligent Design and Applications ISDA 09 pp. 140-145, IEEE Computer Society, Best Student Paper Award
    For more information see: http://cig.iet.unipi.it/isda09/
    Publication ID: [3387]
  • Alim, S., Abdul-rahman, R., Neagu, D. and Ridley, M (2009): "Data Retrieval from Online Social Networking Profiles for Social Engineering Applications" in Procs of the 4th International Conference for Internet Technology and Secured Transactions ICITST-2009
    For more information see: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5402568
    Publication ID: [3680]
  • Alim, S., Abdul-rahman, R., Neagu, D. and Ridley, M. (2009): "Data Retrieval from Online Social Networking Profiles for Social Engineering Applications" in Procs of the 4th International Conference for Internet Technology and Secured Transactions ICITST-2009, pp. 1-5, Springer Lecture Notes in Computer Science
    Publication ID: [3388]
  • Botchkarev, V.A., ...., , Peng, Y.H., Sharov, A.A. and Wang, E. (2009): "Distinct signaling networks specify the diversity of skin appendages during development" in EMBO From Functional Genomics to Systems Biology
    Publication ID: [3446]
  • Ochuko, R.E., Cullen, A. and Neagu, D. (2009): "Overview of Factors for Internet Banking Adoption" in Procs of the International Conference on CyberWorlds (CW’09), IEEE Computer Society, pp.163-170, ISBN: 978-0-7695-3791-7
    Publication ID: [3389]
  • Saudi, M.M., Cullen, A.J. and Woodward, (2009): "STACKCERT Framework in Eradicating Worm Attacks" in Procs of the 2009 International Conference on Cyberworlds, IEEE Computer Society, pp.257-264
    Publication ID: [3886]
  • Hameed, S., Badii, A., Mellor, J. and Cullen, A. (2009): "Impact of the E-Learning Package on the Quality of Student Learning Experience" in Proceedings of the 9th European and Mediterranean Conference on Information Systems (EMCIS), July 13-14, 2009
    Publication ID: [3223]
  • Alserhani, F., Akhlaq, M., Awan, I. U, Cullen, A. J and Mellor, J (2009): "Evaluating Intrusion Detection Systems in High Speed networks" in The IEEE 5th International Conference on Information Security and Assurance (ISA 2009/WINGS 2009) 25-27 June
    For more information see: http://www.sersc.org/ISA2009/
    Publication ID: [3222]
  • Khelifi, F., Jiang, J. and Trundle, P. (2009): "A Memory Management System towards Cognitive Assistance of Elderly People" in Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, Lecture Notes in Computer Science, Volume 5518/2009, 735-739
    For more information see: http://www.springerlink.com/content/lx4157x5361u112j/
    Publication ID: [3642]
  • Trundle, P. and Jiang, J. (2009): "Human Memory Assistance through Semantic-Based Text Processing" in Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, LNCS Volume 5518/2009, 780-787
    For more information see: http://www.springerlink.com/content/6148j20ku0862765/
    Publication ID: [3641]
  • Azzeh, M.Y., Neagu, D. and Cowling, P. (2009): "Software Effort Estimation Based on Weighted Fuzzy Grey Relational Analysis" in Procs of the Int'l Conf PRedictOr Models In Software Engineering PROMISE 2009
    For more information see: http://promisedata.org/2009/program.html
    Publication ID: [3241]
  • Akhlaq, M., Faez, A., Awan, I. U, Cullen, A. J and Mirchandana, P. (2009): "Virtualization Efficacy for Network Intrusion Detection Systems in High Speed Environments" in 4th European Symposium on research in Computer Security (Esorics 2009) pp. 6-8
    For more information see: http://conferences.telecom-bretagne.eu/esorics2009/EN/home.php
    Publication ID: [3221]
  • Saudi, M.M., Cullen, A. J and Woodward, M. E (2009): "An Overview of STAKCERT Framework in Confronting Worms Attack" in 2nd IEEE ICCSIT 2009 August 8 - 11, 2009
    For more information see: http://www.iccsit.org
    Publication ID: [3224]
  • Ochuko, R., Cullen, A.J. and Neagu, D. (2009): "Overview of Factors for Internet Banking Adoption Procs of the IEEE International Conference on Cyberworlds (CW'09), Computer Society, pp.163-170"
    Publication ID: [3885]

2008

  • Naser, T, Allhajj, R. and Ridley, M. (2008): "Flexible Approach for Representing Object-Oriented Databases in XML Format" in International Conference on Information Integration and Web-based Applications & Services
    Publication ID: [2929]
  • Blas, E.J., Muhsen, A.M., Mok, T., Rifaie, M. and Kienmehr, K. (2008): "Data Warehouse Architecture for GIS Applications" in International Conference on Information Integration and Web-based Applications & Services
    Publication ID: [2930]
  • Saudi, M.M., Isa, M.A., Cullen, A.J., Woodward, M. and Noor, H.M. (2008): "Defending Virus Infection through DVItApotosis System" in 4th International Conference on Information Technology and Multimedia
    Publication ID: [2993]
  • Saudi, M.M., Cullen, A. J, Woodward, M. E and Noor, H. M (2008): "An Overview of Apoptosis for Computer Security" in International Symposium on Information Technology 2008(ITSIM'08), Volume IV, 27-28 August 2008. pg. 2534-2539 IEEE
    Publication ID: [2856]
  • Saudi, M.M., Nor, A. M, Cullen, A. J, Woodward, M. E and Noor, H. M (2008): "Defending Virus Infection through Extrinsic Approach" in International Symposium on Information Technology, Volume III, , 27-28 August 2008. pg 1666-1701 IEEE
    Publication ID: [2855]
  • Malazizi, L., Neagu, D. and Chaudhry, Q. (2008): "Improving Imbalanced Multidimensional Dataset Learner Performance with Artificial Data Generation: Density-based Class-Boost Algorithm" in Procs of the 8th Industrial Conference on Data Mining ICDM2008, July 16-18, 2008, Springer LNAI 5077, Advances in Data Mining (eds Petra Perner), pp. 165-176, ISSN 0302-9743
    Publication ID: [2705]
  • Zhao, C., Guo, G., Huang, X., Huang, T. and Neagu, D. (2008): "Data Reduction and Classification Based on Multiple Classifier Behaviour" in Proceedings of the 4th International Conference on Data Mining DMIN 2008, July 14-17, 2008, Las Vegas, Nevada, USA, Robert Stahlbock, Sven F. Crone, Stefan Lessmann (eds), CSREA Press, pp. 78-83, ISBN: 1-60132-060-4
    For more information see: http://www.dmin-2008.com/programme.htm
    Publication ID: [2704]
  • Naser, T., Allhajj, R. and Ridley, M.J. (2008): "Reengineering XML into Object-Oriented Databases" in IEEE International Conference on Information Reuse and Integration
    Publication ID: [2927]
  • Rifaie, M., Kianmehr, K., Alhajj, R. and Ridley, M.J. (2008): "Data Warehouse Architecture and Design" in IEEE International Conference on Information Reuse and Integration
    Publication ID: [2928]
  • Azzeh, M., Neagu, D. and Cowling, P. (2008): "Adjusting Analogy Software Effort Estimation Based on Fuzzy Logic" in Third International Conference on Software and Data Technologies ICSOFT 2008, Vol. SE/MUSE/GSDCA, July 5-8, 2008, José Cordeiro, Boris Shishkov, Alpesh Ranchordas, Markus Helfert (Eds.), INSTICC Press, ISSN 978-989-8111-52-4, pp. 127-132
    Publication ID: [3281]
  • Wu, Z., Jiang, J. and Peng, Y.H. (2008): "Effective Features Based on Normal Linear Structures for Detecting Microcalcifications in Mammograms" in The 19th International Conference on Pattern Recognition
    For more information see: http://www.icpr2008.org/
    Publication ID: [2842]
  • Cullen, A.J. and Mann, I (2008): "Hacking the Human: Countering the Socially Engineered Attack" in 7th European Conference on Information Warfare and Security University of Plymouth, UK 30 June 1 July 2008
    For more information see: http://academic-conferences.org/eciw/eciw2008/eciw08-home.htm
    Publication ID: [2603]
  • Mgheder, M.A. and Ridley, M.J. (2008): "Automatic Generation of Web User Interfaces in PHP Using Database Metadata" in Third International Conference on Internet and Web Applications and Services, iciw
    For more information see: http://doi.ieeecomputersociety.org/10.1109/ICIW.2008.100
    Publication ID: [2926]
  • Hameed, S., Badii, A., Cullen, A. J and Mellor, J (2008): "Effective E-Learning Integration with Traditional Learning in a Blended Learning Environment: A Comparative Study" in European and Mediterranean Conference on Information Systems 2008 (EMCIS2008),May 25-26 2008
    Publication ID: [2671]
  • Hatem, M., Neagu, D. and Ramadan, H. (2008): "RDF Repository of Experts based on Context Oriented Automatic Annotation Framework" in Second Asia International Conference on Modelling & Simulation, Asia Modelling Symposium AMS2008, 13-15 May 2008 (David Al-Dabass ed.), IEEE Computer Society, pp 29-34, ISBN 978-0-7695-3136-6
    Publication ID: [2703]
  • Azzeh, M., Neagu, D. and Cowling, P. (2008): "Improving Analogy Software Effort Estimation using Fuzzy Feature Subset Selection Algorithm" in 4th International Workshop on Predictor Models in Software Engineering PROMISE08 (part of the 30th International Conference on Software Engineering ICSE08), May 12-13, 2008, ACM New York, pp. 71-78, ISSN 978-1-60558-036-4
    For more information see: http://promisedata.org/?cat=131
    Publication ID: [2709]
  • Azzeh, M., Neagu, D. and Cowling, P. (2008): "Software Project Similarity Measurement Based on Fuzzy C-means" in International Conference on Software Process ICSP2008, Qing Wang, Dietmar Pfahl, David M. Raffo (Eds.), May 10-11, 2008, Springer-Verlag LNCS 5007, ISSN 978-3-540-79587-2, pp. 123-134
    Publication ID: [2706]

2007

  • Lan, Y. and Neagu, D. (2007): "A New Time Series Prediction Algorithm Based on Moving Average of nth-order Difference" in 6th Int'l Conf. on Machine Learning and Applications ICMLA 2007 (M. Arif-Wani, M.M. Kantardzic, T. Li, L. Kurgan, J. Ye, M, Ogihara, S. Sagiroglu, X.W. Chen, L. Peterson, K. Hafeez eds.), IEEE Computer Society Press, pp. 248-253, ISBN 0-7695-3069-9
    Publication ID: [2504]
  • Trundle, P.R., Neagu, D., Craciun, M. and Chaudhry, Q. (2007): "Development of Multi-output Neural Networks for Data Integration A Case Study" in 2nd Int'l Workshop on Hybrid Artificial Intelligence Systems (HAIS 07) E Corchado, JM Corchado, A Abraham (Eds.) Innovations in Hybrid Intelligent Systems, Springer Series: Advances in Soft Computing, Vol. 44/2008, pp. 80-87, ISBN: 978-3-540-74971-4
    Publication ID: [2502]
  • Hasan, Y.A., Hassan, M.A. and Ridley, M.J. (2007): "Selecting and Evaluating a Hierarchical Cluster Representative'" in 4th IEEE-GCC 2007
    Publication ID: [2482]
  • Trundle, P.R., Neagu, D., Craciun, M. and Chaudhry, Q. (2007): "Development of Multi-Output Neural Networks for Data Integration: a Case Study" in Innovations in Hybrid Intelligent Systems, E. Corchado, J.M. Corchado, A. Abraham (Eds.), Advances in Soft Computing, Vol. 44/2008, pp. 80-87, ISBN: 978-3-540-74971-4,Springer
    Publication ID: [3727]
  • Huang, Y., Guo, G. and Neagu, D. (2007): "A Partial Coverage Based Approach to Classification" in 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), October 29-31, 2007, IEEE Computer Society 2007, pp. 275-280
    For more information see: http://www.informatik.uni-trier.de/~ley/db/conf/ictai/ictai2007-1.html
    Publication ID: [2696]
  • Elsheh, M.M. and Ridley, M.J. (2007): "Using Database Metadata and its Semantics to Generate Automatic and Dynamic Web Entry" in World Congress on Engineering and Computer Science 2007 (WCECS 2007)
    Publication ID: [2481]
  • Elsheh, M.M. and Ridley, M.J. (2007): "Developing an Abstract Representation for User Interface Elements Based on Database Metadata" in IADIS International Conference WWW/Internet 2007
    Publication ID: [2480]
  • Elsheikh, Y., Cullen, A. J and Hobbs, D. (2007): "Towards e-government in the Middle East: A Jordanian study" in International Association for the Development of the Information Society (IADIS) International Conference WWW/Internet 5th 8th October 2007 ISBN: 978-972-8924-44-7
    Publication ID: [2451]
  • Naser, T., Ridley, M.J., Alhajj, R. and Keihmehr, K. (2007): "Transforming Object-Oriented Databases into XML" in EEE International Conference on Information Reuse and Integration 2007
    Publication ID: [2483]
  • Elsheikh, Y., Cullen, A. J and Hobbs, D. (2007): "E-government in Jordan: Challenges and Opportunities" in eGovernment Workshop, eGov07 Innovation North, Faculty of Information & Technology, Leeds Metropolitan
    Publication ID: [2450]
  • Huang, X., Guo, G., Neagu, D. and Huang, T. (2007): "Weighted kNNModel-based Data Reduction and Classification" in Procs. of the 4th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'07), IEEE Computer Society Press, pp. 689-695, ISBN: 978-0-7695-2874-8
    Publication ID: [2317]
  • Lan, Y. and Neagu, D. (2007): "Applications of the Moving Average of nth-order Difference Algorithm for Time Series Prediction" in 3rd Int'l Conf. on Advanced Data Mining and Applications ADMA2007, (Reda Alhajj, Hong Gao, Xue Li, Osmar Zaane, Jianzhong Li eds.), Springer Verlag LNCS series 4632, pp. 264-275, ISBN 978-3-540-73870-1
    For more information see: http://www.springerlink.com/content/a1726n7224398830/
    Publication ID: [2319]
  • Trundle, P.R., Neagu, D. and Chaudhry, Q. (2007): "Multi-source Data Modelling: Integrating Related Data to Improve Model Performance" in Machine Learning and Data Mining in Pattern Recognition, 5th International Conference MLDM 2007, Leipzig, Germany, July 18-20, 2007. Proceedings, Springer LNCS 4571, pp. 32-46, ISSN 0302-9743
    Publication ID: [2503]
  • Trundle, P.R., Neagu, D. and Chaudhry, Q. (2007): "Multi-Source Data Modelling: Integrating Related Data to Improve Model Performance" in Machine Learning and Data Mining in Pattern Recognition: Proceedings of the 5th International Conference on Machine Learning and Data Mining (MLDM 2007), Petra Perner (Ed.), pp. 32-46. Lecture Notes in Computer Science (LNCS 4571), Springer
    Publication ID: [3728]
  • Lan, Y and Neagu, D (2007): "A New Time Series Prediction Algorithm Based on Moving Average of nth-order Difference" in The Sixth International Conference on Machine Learning and Applications (ICMLA)
    Publication ID: [3705]
  • Lan, Y and Neagu, D (2007): "Applications of Moving Average of nth-order Difference Algorithm for Time Series Prediction" in The Third International Conference on Advanced Data Mining and Applications (ADMA)
    Publication ID: [3707]
  • (2007): "An Integrative Semantic Framework for Image Annotation and Retrieval." in Web Intelligence, CEUR-WS.org, pp. 366-373
    For more information see: http://dx.doi.org/10.1109/WI.2007.69
    Publication ID: [4624]
  • (2007): "Semantic-Driven Matchmaking and Composition of Web Services Using Case-Based Reasoning." in ECOWS, CEUR-WS.org, pp. 67-76
    For more information see: http://dx.doi.org/10.1109/ECOWS.2007.11
    Publication ID: [4623]

2006

  • Cullen, A. J, Saleh, M. S, Mellor, J. E and Bakry, S. H (2006): "Structured evaluation of site security using an agent based hierarchical approach to ISO 17799" in Fourth International Conference on Performance Modelling and Evaluation of Heterogeneous networks (HET-NETs '06)
    For more information see: http://www.comp.brad.ac.uk/het-net/index.html
    Publication ID: [2214]
  • Neagu, D. and Guo, G. (2006): "A Data-Driven Approach for Improved Effective Classification in Predictive Toxicology" in IEEE International Conference on Computational Cybernetics ICCC 2006 (B. Patkai, I.J. Rudas, eds), 193-198, IEEE ISBN 1424400716
    Publication ID: [2316]
  • Ma, Y.T. and Peng, Y.H. (2006): "Co-expression Gene Discovery from Microarray for Integrative Systems Biology" in International Conference on Advanced Data Mining and Applications (ADMA'06)
    For more information see: http://dx.doi.org/10.1007/11811305_88
    Publication ID: [2170]
  • Neagu, D, Guo, G. and Wang, S. (2006): "An Effective Combination based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining" in the 2nd International Conference on Advanced Data Mining and Applications ADMA 2006, (X. Li, O. Zaiane, Z. Li eds.), 165-172, Springer-Verlag Lecture Notes in Artificial Intelligence LNAI 4093, ISBN 3540370250
    Publication ID: [2315]
  • Janahi, Y., Cullen, A. J and Mellor, J. E (2006): "Biometric Fingerprint Replaces PIN code on Point of Sale machines in the Kingdom of Bahrain" in First Conference on Advances in Computer Security and Forensics (ACSF), 13th and 14th July 2006, Liverpool John Moores University
    For more information see: http://www.cms.livjm.ac.uk/acsf1/
    Publication ID: [2160]
  • Saleh, M. S, Mellor, J. E, Cullen, A. J and Bakry, S. H (2006): "A STOPE approach for the evaluation of compliance of organizations with ISO 17799-2005" in First Conference on Advances in Computer Security and Forensics (ACSF), 13th and 14th July 2006, Liverpool John Moores University
    For more information see: http://www.cms.livjm.ac.uk/acsf1/
    Publication ID: [2161]
  • Wu, Y., Huang, Q., Peng, Y.H. and Situ, W. (2006): "Detection of Microcalcifications in Digital Mammograms Based on Dual-Threshold" in International Workshop on Digital Mammography 2006
    Publication ID: [2146]
  • Guo, G., Neagu, D., Huang, X. and Bi, Y. (2006): "An Effective Combination of Multiple Classifiers for Toxicity Prediction" in the 3rd International Conference on Fuzzy Systems and Knowledge Discovery FSKD'06, L. Wang et al. eds., Springer-Verlag Lecture Notes in Artificial Intelligence LNAI 4223, 481-490
    Publication ID: [2314]
  • Wu, Z., Jiang, J., Peng, Y.H. and Gulsrud, T.O. (2006): "A Filter-Based Approach towards Automatic Detection of Microcalcification" in International Workshop on Digital Mammography 2006
    Publication ID: [2147]
  • Al-ameed, H.K., Ridley, M.J. and Radaidah, M.A. (2006): "A Proposed new Approach for Improving the Execution of Arabic Light Stemming Algorithm" in Prep 2005
    Publication ID: [2506]
  • (2006): "Semantic Spatial Web Services with Case-Based Reasoning." in W2GIS, CEUR-WS.org, pp. 247-258
    For more information see: http://dx.doi.org/10.1007/11935148_23
    Publication ID: [4626]
  • Cullen, A. J and Webster, M. (2006): "The use of e-commerce in the value chain: an empirical investigation" in Euroma 2006, 18th to 21st June 2006, "Moving up the value chain"
    Publication ID: [2134]

2005

  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2005): "The Impact of Rule Sorting on Associative Classifiers Predictive Accuracy" in The Twenty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence
    For more information see: http://www.bcs-sgai.org/ai2005/
    Publication ID: [2277]
  • Neagu, D., Guo, G., Trundle, P.R. and Cronin, M.T. (2005): "A Comparative Study of Machine Learning Algorithms Applied to Predictive Toxicology Data Mining" in Proceedings of the ETS & SSCT Conference "Chemicals, Human, Environment"
    Publication ID: [3726]
  • Guo, G. and Neagu, D. (2005): "Similarity-based Classifier Combination for Decision Making" in 2005 IEEE International Conference on Systems, Man & Cybernetics IEEE SMC'2005, 10-12 October 2005, Waikoloa, Hawaii, USA, OmniPress, 176-181
    Publication ID: [1976]
  • Neagu, D., Zhang, S. and Balescu, C. (2005): "A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifiers Ensembles applied for Visual Arts Data Ming" in 5th International Conference on Intelligent Systems Design and Applications ISDA2005, 8-10 Sept. 2005, IEEE Computer Society Press, 245-250.
    Publication ID: [1972]
  • Neagu, D., Craciun, M.V., Stroia, S.A. and Bumbaru, S. (2005): "Hybrid Intelligent Systems for Predictive Toxicology - a Distributed Approach" in 5th International Conference on Intelligent Systems Design and Applications ISDA2005, 8-10 Sept. 2005, IEEE Computer Society Press, 26-31
    Publication ID: [1977]
  • Nicolaou, A., Little, S. and Peng, Y.H. (2005): "Assessment of the Age-related Changes in Rat Brain using A Computational Lipidomic Approach" in The 18th Annual Meeting of British Mass Spectrometry Society
    Publication ID: [2280]
  • Hassan, M.A., Alhajj, R. and Ridley, M.J. (2005): "Mechanism for Locating Relevant Structured Databases in Multidatabase Environment," in Proceedings of the International Conference on Information Integration and Web-Based Applications and Services
    Publication ID: [2508]
  • Guo, G., Neagu, D. and Cronin, M.T. (2005): "A Study on Feature Selection for Toxicity Prediction" in The second International Conference on Fuzzy Systems and Knowledge Discovery FSKD2005, 27-29 August 2005, Springer-Verlag Lecture Notes in Artificial Intelligence LNAI 3614, 31-34
    Publication ID: [1974]
  • Zhang, S., Neagu, D. and Balescu, C. (2005): "Refinement of Clustering Solutions using a Multi-Label Voting Algorithm for Neuro-Fuzzy Ensembles" in First International Conference on Natural Computation ICNC2005, 27-29 August 2005, Springer-Verlag Lecture Notes in Computer Science LNCS3612, 1300-1303
    Publication ID: [1973]
  • Shhab, A., Guo, G. and Neagu, D. (2005): "A Study on Applications of Machine Learning Techniques in Data Mining" in 22nd BNCOD, workshop on Data Mining and Knowledge Discovery in Databases
    Publication ID: [2071]
  • Ridley M.J. (2005): "Object Databases: What Can We Learn and What Should We Teach" in HEA-ICS Workshop on Teaching Learning and Assessment in Databases (TLAD05)
    Publication ID: [2509]
  • Janahi, Y., Cullen, A. and Mellor, J. (2005): "Internet banking adoption in the Kingdom of Bahrain: an empirical study of consumer acceptance. 27th - 28th June 2005" in Proceedings from the EPSRC sponsored PGNET Conference, Liverpool
    Publication ID: [1989]
  • Hatem, M.S., Ramadan, H.A. and Neagu, D. (2005): "e-Learning based on Context Oriented Semantic Web" in First International Conference on E-Business and E-learning EBEL05
    Publication ID: [2072]
  • Peng Y.H. (2005): "Robust Ensemble Learning for Cancer Diagnosis based on Microarray Data Classification" in International Conference on Advanced Data Mining and Applications (ADMA05)
    For more information see: http://dx.doi.org/10.1007/11527503_67
    Publication ID: [1802]
  • Peng, Y.H., Huang, Q., Jiang, P. and Jiang, J. (2005): "Cost-Sensitive Ensemble of Support Vector Machines for Effective Detection of Microcalcification in Breast Cancer Diagnosis" in International Conference on Fuzzy Systems and Knowledge Discovery (FSKD-05)
    For more information see: http://dx.doi.org/10.1007/11540007_59
    Publication ID: [1804]
  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2005): "Real Performance of Categorization-based Association Rule Techniques" in Proceeding of the ICIT 2005,(pp.11-15).
    Publication ID: [2278]
  • Elbibas, A.A. and Ridley, M.J. (2005): "Using Database Metadata to Build Adaptable HTML Forms" in Lpep 2005
    Publication ID: [2507]
  • Trundle, P.R., Chaudhry, Q. and Neagu, D. (2005): "Improving Prediction Accuracy of Neural Network Ensembles: a Genetic Algorithms Approach" in Proceedings of the Sixth Informatics Workshop for Research Students, University of Bradford
    Publication ID: [3725]

2004

  • Neagu, D., Craciun, M. and Chaudhry, Q. (2004): "Knowledge Specification for Versatile Hybrid Intelligent Systems" in Procs of the 5th International Conference on Recent Advances in Soft Computing RASC 2004, 16-18 December 2004, ISBN 1-84233-110-8, 219-224
    Publication ID: [1768]
  • Neagu, D., Craciun, M., Chaudhry, Q. and Price, N. (2004): "Knowledge Representation for Versatile Hybrid Intelligent Processing Applied in Predictive Toxicology" in Procs of the Workshop IEEE ICDM2004 - Life Sciences Data Mining, 87-94
    Publication ID: [1769]
  • Thabtah, F, Cowling, P.I. and Peng, Y.H. (2004): "MMAC: A New Multi-class, Multi-label Associative Classification Approach" in Fourth IEEE International Conference on Data Mining (ICDM'04)
    For more information see: http://icdm04.cs.uni-dortmund.de/
    Publication ID: [1713]
  • Craciun, M. V, Neagu, D., Stoica, A., Avouris, N. and Craciun, C. A (2004): "Web Laboratory for Using Intelligent Mining Tools in Predictive Toxicology," in Proceedings of The 12th International Symposium on Modeling, Simulation and Systems Identification SIMSIS 12, September 24-25, 2004, Eds. S. Caraman, A. Bratcu, L. Beldiman, Editura Fundaţiei Universitare Dunărea de Jos Galaţi Rom
    Publication ID: [1772]
  • Yao, B, Jiang, J and Peng, Y.H. (2004): "A CBR Driven Genetic Algorithm for Microcalcification Cluster Detection" in 14th International EKAW Conference (Lecture Notes in Computer Science)
    For more information see: http://www.springerlink.com/index/5PR2Y8MHLT9QWR4L
    Publication ID: [1712]
  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2004): "MCAR: Multi-class Classification based on Association Rule" in The 3rd ACS and IEEE International Conference on Computer Systems and Applications.
    Publication ID: [1714]
  • Neagu D. (2004): "A Study of Neural and Fuzzy Parameters for Explicit and Implicit Knowledge-based Systems" in Procs of ICINCO-ANNs 2004, ISBN 972-8865-13-9, 51-62
    Publication ID: [1770]
  • Thabtah, F., Cowling, P.I. and Peng, Y.H. (2004): "Comparison of Classification Techniques for A Personnel Scheduling Problem" in Proceedings of the 2004 IBMA International Conference
    Publication ID: [2279]
  • Jiang, P and Peng, Y.H. (2004): "Concept Mining for Distributed Alliance in Multi-agent Based Virtual Enterprises" in 2004 IEEE Conference on Cybernetics and Intelligent Systems (CIS),
    For more information see: http://cis-ram.nus.edu.sg/
    Publication ID: [1730]
  • Craciun, M. V, Neagu, D., Craciun, C. A and Smiesko, M. (2004): "A Study of Supervised and Unsupervised Machine Learning Methodologies for Predictive Toxicology" in Procs of Third European Conference on Intelligent Systems and Technologies ECIT 2004, Eds. H.N. Teodorescu, E. Sofron, I. Bogdan, ISBN 973-7994-78-7, Ed. Performantica
    Publication ID: [1771]
  • Ridley M.J. (2004): "Database Texts and the Database Curriculum" in LTSN-ICS Workshop on Teaching Learning and Assessment in Databases (TLAD04)
    Publication ID: [2510]
  • Pagna disso, J., Cullen, A. and Mellor, J. (2004): "An investigation of IPv6 security features" in EPSRC sponsored PGNET Conference, Liverpool JMU 28th 29th June 2004
    Publication ID: [1988]

2003

  • Kalapanidas, E., Avouris, N.M., Craciun, M.V. and Neagu, D. (2003): "Machine learning algorithms: a study on noise sensitivity," in Proceedings of the 1st Balkan Conference on Informatics BCI 2003 (Y. Manolopoulos, P. Spirakis eds.), 356-365, 21-23 November 2003, ISBN 960-287-045-1, Springer-Verlag.
    Publication ID: [1773]
  • Craciun, M.V. and Neagu, D. (2003): "Using Unsupervised and Supervised Artificial Neural Networks to study Aquatic Toxicity" in Proceedings of the 7th International Conference on Knowledge-Based Intelligent Information & Engineering Systems KES2003 (V.Palade, L. Jain, B. Howlett eds.), 3-5 Sept. 2003, 911-918, ISBN 3-540-40804-5, LNAI Springer-Verlag
    Publication ID: [1774]
  • Ridley M.J. (2003): "Database Systems or Database Theory- or 'Why Don't You Teach Oracle" in LTSN-ICS Workshop on Teaching Learning and Assessment in Databases (TLAD)
    Publication ID: [2512]
  • Ridley M.J. (2003): "Assessing SQL" in LTSN-ICS Workshop on Teaching Learning and Assessment in Databases (TLAD
    Publication ID: [2511]
  • Neagu, D., Georgescu, L.P. and Antemir, A. (2003): "Combining experts opinions for toxicity prediction" in Procs. of the International Conference on Materials Science and Engineering BRAMAT2003, 13-14 March 2003, 406-411, ISBN 973-635-126-2
    Publication ID: [1775]

2002

  • Peng, Y.H., Falch, P.A., Soares, C. and Brazdil, P. (2002): "Improved Dataset Characterisation for Meta-Learning" in The 5th International Conference on Discovery Science, pages 141-152. Springer-Verlag, January 2002.
    For more information see: http://www.cs.bris.ac.uk/Publications/Papers/1000692.pdf
    Publication ID: [1292]
  • Peng, Y.H., Flach, P.A., Brazdil, P. and Soares, C. (2002): "Decision Tree-Based Data Characterization for Meta-Learning" in ECML/PKDD-2002 Workshop IDDM-2002
    Publication ID: [979]
  • Palade, V. and Neagu, C.D. (2002): "Neuro-fuzzy based analysis of gene expression data" in Proceedings of the 6th International Conference on Knowledge-Based Intelligent Information & Engineering Systems KES2002, IOS Press Amsterdam, 1088-1092
    Publication ID: [1255]
  • Neagu C.D. (2002): "Toxicity prediction using assemblies of hybrid fuzzy neural models" in Proceedings of the 6th International Conference on Knowledge-Based Intelligent Information & Engineering Systems KES2002, IOS Press Amsterdam, 1093-1098
    Publication ID: [1254]
  • Neagu, C.D., Aptula, A.O. and Gini, G. (2002): "Neural and Neuro-Fuzzy Models of Toxic Action of Phenols" in Proceedings of the IEEE International Symposium Intelligent Systems: Methodology, Models, Applications in Emerging Technologies IS2002, 10-12 Sept.2002, 283-288
    Publication ID: [1256]
  • Tse, P.W. and Peng, Y.H. (2002): "Class Discrimination Measure and Feature Selection for Machine Fault Diagnosis" in The Ninth International Congress on Sound and Vibration, 8 Jul 2002
    Publication ID: [1290]
  • Benfenati, E., Mazzatorta, P., Neagu, C.D. and Gini, G. (2002): "Combining classifiers of pesticides toxicity through a neuro-fuzzy approach" in Proceedings of 3rd International Workshop on Multiple Classifier Systems MCS2002, 24-26 June 2002, Lecture Notes in Computer Science, Springer Verlag Berlin Heidelberg, LNCS 2364, F. Roli and J. Kittler Eds., ISBN 3-540-43818-1, 293-303
    Publication ID: [1258]
  • Neagu, D. and Palade, V. (2002): "Modular neuro-fuzzy networks: an overview of explicit and implicit knowledge integration" in Procs. of the 15th International FLAIRS-02 Conference, Special Track on Integrated Intelligent Systems, 14-16 May 2002, AAAI Press, 277-281, ISBN 1-57735-141-X.
    Publication ID: [1777]

2001

  • Palade, V., Neagu, C.D. and Patton, R.J. (2001): "Interpretation of trained neural networks by rule extraction" in International Conference, 7th Fuzzy Days Dortmund, Germany, October Proceedings of the International Conference 7th Fuzzy Days in Dortmund, October 1-3, 2001, in Lecture Notes in Computer Science LNCS 2206 - Computional Intelligence: Theory and Appl
    Publication ID: [1259]
  • Peng, Y.H. and Flach, P.A. (2001): "Soft Discretization to Enhance the Continuous Decision Tree Induction" in Proceedings of ECML/PKDD-2001 Workshop IDDM-2001
    Publication ID: [980]
  • Neagu, C.D., Kalapanidas, E., Avouris, N. and Bumbaru, S. (2001): "Air Quality Prediction Using Neuro-Fuzzy Tools" in Proceedings volume from the 9th IFAC/IFORS/IMACS/IFIP Symposium, 18-20 July 2001, in: Large Scale Systems: Theory and Applications, F.G. Filip, I. Dumitrache, S. Iliescu (ed.), Elsevier Science ISBN: 0-08-043691-9, 459-465
    Publication ID: [1253]

2000

  • Cullen, A.J., Webster, M. and Muhlemann, A. (2000): "Enterprise Resource Planning (ERP) - a system for global manufacturing management?" in Advances in Manufacturing Technology XIV - 16th International Conference on Manufacturing Research (Eds. Perryman R. & Ellis C. D.)
    Publication ID: [1445]
  • Peng, Y.H. and Chen, T.J. (2000): "Fuzzy Inductive learning in Data Mining and its Application to Machine Fault Diagnosis" in Proceedings of 2000'AMSMA International Conference, 158-163
    Publication ID: [981]
  • Tse, P.W. and Peng, Y.H. (2000): "Wavelet Analysis Provides a More Efficient Bearing Fault Diagnostic Method" in Proceedings of the 7th International Congress on Sound and Vibration, 507-514
    Publication ID: [1003]

1998

  • Eaglestone, B. and Ridley, M. (1998): "Verification, Validation and Integrity Issues in Expert and Database Systems :The Database Perspective" in First International Workshop on Verification, Validation and Integrity Issues in Expert and Database Systems, at Ninth International Conference on Database and Expert Systems Applications (DEXA'98)
    Publication ID: [164]

Published Papers

2008

  • Csenki A. (2008): "OR50, The Golden Anniversary Conference Experience from a Mathematician's Perspective" in Inside OR, The magazine of the British OR Society, NO 456, December 2008, 16-17
    Publication ID: [3112]
  • Csenki A. (2008): "Flowgraphs in Reliability and Finite Automata -- How are they interrelated?" in Conference Handbook of OR50, the 50th Annual Conference of the UK OR Society, 9-11 September 2008, Code: MAR4, p 112 (In the Maintenance and Reliability Stream organised by D. Percy.)
    For more information see: https://www.theorsociety.com/Pages/Conferences/OR50/OR50.aspx
    Publication ID: [2906]
  • Csenki A. (2008): "The Computer Algebra package MAXIMA as a tool in teaching Reliability Theory." in Mathematical Education of Engineers VI, Conference organised by the IMA & SEFI Mathematics WG, 6th April to 9th April 2008
    Publication ID: [2538]

2007

  • Csenki A. (2007): "Stochastic demand patterns for Markov service facilities with neutral and active periods." in Proceedings of the 6th IMA International Conference on Modelling in Industrial Maintenance and Reliability, MIMAR 2007. CORAS, University of Salford & the IMA (eds. M. Carr, P. Scarf and W. Wang), (ISBN 978-0-905091-19-1), 68-73.
    Publication ID: [2409]
  • Bonner, M.C., Csenki, A. and Barry, B.W. (2006): "Deconvolution of shunt route permeation from epidermal absorption data - a skin sandwich method" in Perspectives in Precutaneous Penetration, Vol. 10a, STS Publishing, (eds. K.R. Brain and K.A. Walters) (ISBN 0948917326)
    Publication ID: [2219]

2003

  • Csenki A. (2003): "Analysis of random inspection policies" in Safety and Reliability, Proceedings of ESREL 2003, The European Conference on Safety and Reliability, Maastricht, The Netherlands, 15-18 June 2003 (eds. T. Bedford and P. H. A. J. M. van Gelder), Vol. 1, 457-463. A. A. Balkema
    Publication ID: [1380]
  • Cullen, A. J, Webster, M. and Muhlemann, A. P (2001): "Resource Planning (ERP) Systems: Definition, Functionality and the Contribution to Global Operations" in University of Bradford, Management Centre working paper series, No. 00/26
    Publication ID: [2162]

1999

  • Csenki A. (1999): "Asymptotic analysis of replacement models with retrospective cost structure" in ‘Safety and Reliability’, Proceedings of ESREL ‘99, The European Conference on Safety and Reliability, Technical University of Munich, Germany, 13-17 September 1999 (ed. G. I. Schuller), Vol. 2, 1603-1608. A. A. Balkema
    Publication ID: [719]
  • Csenki A. (1998): "Reliability and dependability measures for systems modelled by Markov and semi-Markov processes - A review" in ‘Safety and Reliability’, Proceedings of ESREL ‘98, International Conference on Safety and Reliability, Norw. University of Science & Technology, Trondheim, Norway, 16-19 June 1998 (ed. S. Lydersen), Vol. 1, 581-586. A. A. Balkema
    Publication ID: [717]

1997

  • Csenki A. (1997): "A review of the marginal cost approach for order-replacement models for a spare unit" in ‘Advances in Safety & Reliability’, Proceedings of ESREL ‘97, International Conference on Safety and Reliability, Instituto Superior Tecnico, Lisbon, Portugal, 17-20 June 1997 (ed. C. G. Soares), Vol. 3, 1671-1679. Elsevier Science
    Publication ID: [715]
  • Csenki A. (1991): "Software failure prediction" in Computing, p. 36, 12 December 1991, British Computer Society
    Publication ID: [692]

1991

  • Csenki A. (1991): "Statistical software failure prediction: Advanced modelling" in Computing, pp.28-29, 4 July 1991, British Computer Society
    Publication ID: [691]
  • Csenki A. (1991): "Statistical software failure prediction: Basics" in Computing, pp.30-31, 27 June 1991, British Computer Society
    Publication ID: [690]

1989

  • Csenki A. (1989): "A new Monte Carlo technique in structural reliability with a plastic frame example" in Proceedings of the 2nd IFIP WG 7.5 Working Conference on Reliability and Optimization of Structural Systems, Imperial College London, 26-28 September 1988 (ed. P. Thoft-Christensen). Lecture Notes in Engineering, Vol. 48, 47-64. (ISBN 3-540-51283-7)
    Publication ID: [685]
  • Smith, D., Csenki, A. and Ellinas, C. (1988): "Ultimate limit state analysis of unstiffened and stiffened structural components" in Proceedings of the 3rd Conference on Integrity of Offshore Structures, pp. 145-167, Glasgow University, 28-29 September 1987 (eds. D. Faulkner, M. J. Cowling and A. Incecik), London & New York: Elsevier Science Publishers (ISBN 1-85166-146-8)
    Publication ID: [683]

1979

  • Csenki A. (1979): "A theorem on the departure of randomly indexed U-statistics from normality with an application in fixed-width sequential interval estimation" in Tagungsberichte des Mathematischen Forschungs-institutes Oberwolfach, Vol. 51/1979, 9-10
    Publication ID: [680]

Books

2009

2005

  • Negoita, M., Neagu, D. and Palade, V. (2005): "Computational Intelligence - Engineering of Hybrid Systems, Series: Studies in Fuzziness and Soft Computing, Vol. 174", Springer, Series in Fuzziness . ISBN: 978-3-540-23219-3
    For more information see: http://www.springer.com/engineering/book/978-3-540-23219-3
    Publication ID: [1765]
  • Neagu, D. and Neagu, D. (2002): "Hypermedia", Matrix Rom, Bucharest ISBN: 973-685-328-4
    Publication ID: [1091]

2001

  • Eaglestone, B. and Ridley, M. (2001): "Web Database Systems", McGraw-Hill, London, UK. ISBN: 0077096002
    For more information see: http://www.inf.brad.ac.uk/~mick/wdb/
    Publication ID: [472]
  • Neagu, D. and Palade, V. (2001): "Hybrid Intelligent Systems (2 volumes: vol. 1 - "Hybrid Intelligent Systems: Transformation Systems", authors: V. Palade & C.D. Neagu, and vol. 2 - "Hybrid Intelligent Systems: Combination Systems", authors: C.D. Neagu & V. Palade)", Matrix Rom, Bucharest
    Publication ID: [1090]
  • Neagu, D. and Bumbaru, S. (2001): "Multimedia Systems. Computer Graphics", Matrix Rom, Bucharest ISBN: 973-685-315-2
    Publication ID: [1093]

1998

  • Eaglestone, B. and Ridley, M. (1998): "Object Databases: An Introduction", McGraw-Hill, Maidenhead, England. ISBN: 0077093542
    For more information see: http://www.inf.brad.ac.uk/~mick/odb/
    Publication ID: [161]
  • Csenki A. (1994): "Dependability for systems with a partitioned state space: Markov and semi-Markov theory and computational implementation", Springer-Verlag, Berlin, New York ISBN: 0-387-94333-1
    Publication ID: [722]

Book Chapters

2014

  • Zhou, XZ, Liu, BY, ..., and Peng, YH (2014): "Data mining in real-world traditional Chinese medicine clinical data warehouse" in Data Analytics for Traditional Chinese Medicine Research J. Poon and S.K. Poon (eds.), Springer, pp. 189-213
    Publication ID: [4743]
  • Palczewska, A.M., Palczewski, J., Marchese-robinson, R. and Neagu, D. (2014): "Interpreting Random Forest Classification Models Using a Feature Contribution Method" in Integration of Reusable Systems, Advances in Intelligent Systems and Computing series, Vol. 263 Bouabana-Tebibel, Thouraya; Rubin, Stuart Harvey (ed.), Springer International Publishing ISBN: 978-3-319-04717-1, pp. 193-218
    For more information see: http://link.springer.com/chapter/10.1007/978-3-319-04717-1_9
    Publication ID: [4113]

2011

  • Lan, Y. and Neagu, D. (2011): "Chapter 8. A New Approach and Its Applications for Time Series Analysis and Prediction Based on Moving Average of nth-order Difference" in Data Mining: Foundations and Intelligent Paradigms, ISRL 24 D. Holmes and L.C. Jain (eds.), Springer-Verlag, Berlin Heidelberg, pp. 157-182
    Publication ID: [3535]
  • Alkhattabi, M., Neagu, D. and Cullen, A.J. (2011): "Chapter 12: User perceptions of information quality in e-learning systems: a gender and cultural perspective" in Globalization Technology Diffusion and Gender Disparity: Social Impacts of ICTs R. Pande and T. van der Weide (eds.), IGI Global ISBN: 1466600209, pp. 138-145
    For more information see: http://www.igi-global.com/book/globalization-technology-diffusion-gender-disparity/56037
    Publication ID: [3710]
  • Ochuko, R., Cullen, A.J. and Neagu, D. (2011): "Chapter 8: E-banking Operational Risk Management using Soft Computing Tools" in Strategic and Pragmatic E-Business: Implications for Future Business Practices K.M. Rezaul (ed.), IGI Global, pp. 176-202
    For more information see: http://www.igi-global.com/book/strategic-pragmatic-business/61641
    Publication ID: [3848]
  • Suleiman, I., Gao, S., Salman, T., Polat, F. and Et al, (2011): "Effectiveness of Automated Learning in Assessment of School Readiness" in Recent Trends in Information Reuse and Integration T.Ozyer, K. Kianmehr, M. Tan (ed.), Springer-Verlag ISBN: 978-3-7091-0737-9, pp. 97-114
    Publication ID: [3828]
  • Naji, G., Nagi, M., Elsheikh, A.M., Gao, S. and Kianmehr, K. (2011): "Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers" in Counterterrorism and Open Source Intelligence (Lecture Notes in Social Networks 2) U. K. Wiil (ed.), Springer, Wein New York ISBN: 978-3-7091-0387-6, pp. 285-313
    Publication ID: [3987]
  • Alkhattabi, M., Neagu, D. and Cullen, A.J. (2011): "User perceptions of information quality in e-learning systems: A gender and cultural perspective," in Globalization, technology diffusion and gender disparity: Social impacts of ICTs R. Pande, T.V.D. Weide, and N. Flipsen (eds.) ISBN: 1466600209, pp. 136-143
    Publication ID: [3742]
  • Jarada, T.N, Elsheikh, A.M, Naser, T., Chung, K and Et al, (2011): "Rules for Effective Mapping between two Data Environments: Object Database Language and XML" in Recent Trends in Information Reuse and Integration T.Ozyer, K. Kianmehr, M. Tan (ed.), Springer-Verlag ISBN: 978-3-7091-0737-9, pp. 143-166
    Publication ID: [3827]
  • Lan, Y and Neagu, D (2011): "A New Approach and Its Applications for Time Series Analysis and Prediction based on Moving Average of nth-order Difference" in Data Mining: Foundations and Intelligent Paradigms D. Holmes (ed.), Springer
    Publication ID: [3706]

2010

  • Subhan, A., Akhlaq, M., Alserhani, F., Awan, I. and Cullen, A.J. (2010): "Smart Logic - Preventing Packet Drop in High Speed Network Intrusion Detection Systems" in Information Security & Digital Forensics Springer Verlag (ed.) ISBN: 978-3-642-3-11529-5, pp. 56-65
    Publication ID: [3735]
  • Akhlaq, M., Alserhani, F., Awan, I., Cullen, A.J. and Mellor, J. (2010): "Virtualization Efficacy for NIDS in High Speed Environments" in Information Security & Digital Forensics Springer Verlag (ed.) ISBN: 978-3-642-3-11529-5, pp. 26-41
    Publication ID: [3734]

2009

  • Saudi, M.M., Tamil, E. M, Cullen, A. J, Woodward, M. E and Idna idris, M. Y (2009): "Reverse Engineering: EDOWA Worm Analysis and Classification" in Advances in Electrical Engineering and Computational Science, Issue No 39,Lecture Notes in Electrical Engineering, Sio-Iong Ao, Len Gelman (ed.), Springer-Verlag , Berlin ISBN: 9789048123100
    Publication ID: [3225]
  • Wu, Z.Q., Jiang, J and Peng, Y.H. (2009): "Computational Intelligence on Medical Imaging with Artificial Neural Networks" in Computational Intelligence in Medical Imaging. Schaefer, Hassanien and Jiang (eds.), Chapman & Hall /CRC Press ISBN: 978-1-4200-6059-1, pp. 1-26
    Publication ID: [2444]

2008

  • Soares, C., Peng, Y.H., Meng, J., Washio, T. and Zhou, Z.H. (2008): "Applications of Data Mining in E-Business and Finance: Introduction" in Applications of Data Mining in E-Business and Finance C. Soares, Y.H. Peng, J. Meng etc. (ed.), ISO Press
    Publication ID: [2834]
  • Neagu, D. and Et al, (2007): "Chapter 2. Databases for pesticide ecotoxicity, Chapter 4. Algorithms for (Q)SAR models building, Chapter 5. Hybrid systems, Chapter 9. Use of the DEMETRA models" in Quantitative Structure-Activity Relationship (QSAR) for Pesticide Regulatory Purposes E. Benfenati (ed.), Elsevier ISBN: 978-0-444-52710-3
    For more information see: http://www.elsevier.com/wps/find/bookdescription.cws_home/710506/description#toc
    Publication ID: [2311]

2007

  • Neagu, D., Craciun, M., Chaudhry, Q. and Price, N. (2007): "Chapter 10. Knowledge Representation for Versatile Hybrid Intelligent Processing Applied in Predictive Toxicology" in Life Science Data Mining Stephen Wong, Chung Sheng Li (ed.), World Science Publishers ISBN: 978-981-270-065-0, pp. 213-238
    For more information see: http://www.worldscibooks.com/lifesci/6268.html
    Publication ID: [2312]
  • Jiang, P., Peng, Y.H., Mair, Q. and Yuan, M. (2005): "A Variable Resolution Virtual Sensor in Social Behaviour Networks" in Self-Organization and Automatic Informatics (I) H. Czap, R. Unland, C. Branki, and H. Tianfield (eds.), ISO Press, ISBN: 1-58603-577-0, pp. 86-94
    Publication ID: [2026]

2004

  • Craciun, M. V, Neagu, D., Craciun, C. A and Smiesko, M. (2004): "A Study of Supervised and Unsupervised Machine Learning Methodologies for Predictive Toxicology" in Intelligent Systems in Medicine H.N. Teodorescu (ed.), Performantica, Iasi, Romania, pp. 61-69
    Publication ID: [1766]
  • Neagu, D. and Gini, G. (2003): "Neuro-Fuzzy Knowledge Integration applied in Toxicity Prediction" in Innovations In Knowledge Engineering R. Jain, A. Abraham, C.Faucher, B.J. van der Zwaag (ed.), Advanced Knowledge International, Adelaide Australia ISBN: 0-9751004-0-8, pp. 311-342
    Publication ID: [1012]

2002

  • Csenki A. (2002): "Transient analysis of semi-Markov reliability models – a tutorial review with emphasis on discrete-parameter approaches" in Stochastic Models in Reliability and Maintenance Shunji Osaki (ed.), Springer-Verlag, Berlin, Heidelberg, ISBN: 3-540-43133-0, pp. 219-251
    Publication ID: [721]
  • Coenen, F., Eaglestone, B. and Ridley, M (1999): "Verification, Validation and Integrity in Knowledge and Database Systems :Future Directions" in Validation and Verification of Knowledge-Based Systems: Theory, Tools and Practice A. Vermesan and F. Coenen (eds.), Kluwer ISBN: 0792386450, pp. 297-312
    Publication ID: [162]

1998

  • Ridley M. (1998): "Beyond MARC" in The Principles and Future of AACR J. Weihs (ed.), CLA LA ALA ISBN: 1856043037, pp. 229-239
    Publication ID: [163]
  • Csenki A. (1991): "Recovery block reliability analysis with failure clustering" in Dependable Computing and Fault-Tolerant Systems, Volume 4 A. Avizienis and J.-C. Laprie (eds.), Springer-Verlag, Wien, New York ISBN: 3-211-82249-6, pp. 75-103
    Publication ID: [2289]

Edited Books

2015

  • Thakker, D., Schwabe, D., Kozaki, K. and Garcia, R. (eds.), 2015, "Intelligent Exploration of Semantic Data" Bethlehem, USA
    Publication ID: [4687]

2014

  • Alhajj, R., Rokne, J., Neagu, D. and Ridley, M.J. (eds.), 2014, "Encyclopedia of Social Network Analysis and Mining (section editor)", Springer-Verlag, New York ISBN: 978-1-4614-6169-2
    For more information see: http://www.springer.com/gb/book/9781461461692
    Publication ID: [4730]

2013

  • Peng, YH, Shi, RY and Xiang, Y (eds.), 2013, "Recent advance in signal processing, biomedical engineering and informatics" Special Issue of Computers and Electrical Engineering, Elsevier
    Publication ID: [4741]
  • Ding, Y, Peng, YH, Shi, RY, Hao, K and Wang, L (eds.), 2011, "Processdings of The 4th Biomedical Engineering and Informatics", IEEE
    Publication ID: [4742]

2010

  • Peng, Y.H., Zhang, Y. and Wang, L. (eds.), 2010, "Special Issue of Artificial Intelligence in Medicine: Artificial Intelligence in Biomedical Engineering and Informatics (Volume 48, Issues 2-3)", Elsevier
    Publication ID: [3443]
  • Peng, Y.H. and Zhang, Y.F (eds.), 2008, "BioMedical Engineering and Informatics: New Development and the Future (Vol.1)" First International Conference on BioMedical Engineering and Informatics, IEEE Computer Society, Los Alamitos, USA. ISBN: 978-0-7695-3118-2
    Publication ID: [2826]

2008

  • Peng, Y.H. and Zhang, Y.F (eds.), 2008, "BioMedical Engineering and Informatics: New Development and the Future (Vol.2)" First International Conference on BioMedical Engineering and Informatics, IEEE Computer Society, Los Alamitos, USA. ISBN: 978-0-7695-3118-2
    Publication ID: [2827]

2007

  • Benfenati E. (ed.), 2007, "Quantitative Structure-Activity Relationship (QSAR) for Pesticide Regulatory Purposes", Elsevier ISBN: 978-0444527103
    Publication ID: [3730]

Research Reports

2012

  • Anzali, S., Berthold, M.R., Fioravanzo, E., Neagu, D. and Et al, (2012): "Development of computational models for the risk assessment of cosmetic ingredients. IFSCC Magazine 15 (4): 249-255, International Federation of Societies of Cosmetic Chemists", Research Report
    For more information see: http://www.cosmostox.eu/images/IFSCC_2012_15_249_low.pdf
    Publication ID: [4734]

2006

  • Al ameed, H.K. and Ridley, M.J. (2006): "Text-based vs. Concept-based approaches for Arabic IR: A hard-headed enhancement", Research Report
    Publication ID: [2505]
  • Ayres, F.H., Nielsen, L.P. and Ridley, M.J. (1998): "The Bradford OPAC 2: Managing and Displaying Retrievals from a Distributed Search in Z39.50, British Library Research and Innovation Report 103, ISBN 0 7213 9710 8 ISSN 1366-8218", Research Report
    Publication ID: [169]

People

Academic Staff

Research Students

  • Aamir-Ul Hassan
  • Najat Ali
  • Antesar Shabut
  • Daniel Hedges
  • Guo Chongye
  • Hatem Aziz
  • Haichao Wang
  • James Machell
  • Liu Wanting
  • Masood-Ul-Hassan Zaka
  • Mohammed Rashid Al-Mamari
  • Philip Cragg
  • Pritesh Mistry
  • Ranis Alzubaidi
  • Saleh Enbiya
  • Shehla Khalid
  • Stephen Ingham
  • Wasiq Khan
  • Yousef Janahi
  • Yuan Wu

Former Members

  • Dr John Baruch
  • Dr Anna Palczewska (currently at the University of Leeds)
  • Prof Uwe Aickelin (currently at the University of Nottingham)
  • Prof P Cowling (currently University of York)
  • Dr X Fu (currently School of Management, Xiamen University, China)
  • Prof G Guo (currently Normal Fujian University, China)
  • Prof A Hossain (currently University of Northumbria)
  • Prof P Jiang
  • Dr. Ed Powley (currently University of York)
  • Dr. Steve Remde (currently University of York)
  • Prof. Hongnian Yu (currently at Staffordshire University)

Former Members (graduates)

  • Iyad Sulieman - Thesis title:Integrating Data Mining and Social Network Techniques into the Development of a Web-based Adaptive Play-based Assessment tool for School Readiness
  • Mohamad Nagi - Thesis title: Integrating Network Analysis and Data Mining Techniques into Effective Framework for Web Mining and Recommendation
  • Shagufta Scanlon - Thesis Title: A Comparative Study of Data Transformations for Efficient XML and JSON Data Compression
  • Roderick James Baker - Thesis Title: Bayesian opponent modeling in adversarial game environments
  • Fadi Abel-Jaber - Thesis Title: Multi-class and multiple labels classification based on association rule mining techniques
  • Abdurraouf Ali M Elbibas - Thesis Title: The Use of Database Metadata to Build Adaptable Dynamic Database Interfaces for Web Applications
  • Munir Naveed - Thesis Title: The Use of Database Metadata to Build Adaptable Dynamic Database Interfaces for Web Applications
  • Paul Trundle - Thesis Title: Hybrid Intelligent Systems Applied to Predict Pesticide Toxicity: A Data Integration Approach
  • Jules Pagna Disso - Thesis Title: A Novel Intrusion Detection Detection System Architecture
  • Nadis Iftikhar Ratoo - Thesis Title: Internet Marketing - Measuring Web Site Efficiency
  • Faustin Kamuzora - Thesis Title: A Synthesis of Utilisation of Information and Communication Technologies in Tanzanian Tourism Systems
  • Aysh Alhroob - Thesis Title: Software test cases generation from system models and specifications
  • Stephen Remde - Thesis Title: Enhancing the performance of search heuristics
  • Yang Lan - Thesis Title: Computational approaches for Time Series Analysis and Prediction: Data-Driven Methods for Pseudo-Periodical Sequences
  • Khalid Al-Arfaj - Thesis Title:  Generator maintenance scheduling models in power systems
  • Khaled Abdullah Al-Mejalli - Thesis Title: An Intelligent Real-Time Decision Support System for Road Traffic Management
  • Chris Tallon - Thesis Title: A Dynamic Web Interface to a Remote Robot Evaluated with a Robotics Telescope
  • Ephram Kwaa-Aidoo - Thesis Title: Culturally Aligned Security in Banking
  • Krzysztof Powerlowicz - Thesis Title: Network Modelling of Yeast Cell Cycle - MPhil
  • Maher Ragheb Abur-Rous - Thesis Title: A supervised machine learning approach for e-banking phishing website detection
  • Sanat Kumar Bista  - Thesis Title: Computational Models of Trust for Cooperative Evolution
  • Mokhairi Makhtar - Thesis Title: Contributions to ensembles of models for predictive toxicology applications
  • Mohammed Azzeh - Thesis Title: Analogy-based software project effort estimation
  • Mohammed Rifaie - Thesis Title: Strategy and methodology for enterprise data warehouse development: integrating data mining and social networking techniques for identifying different communities within the data warehouse
  • Mona Alkhattabi - Thesis Title: Information quality assessment in e-learning systems
  • Mohammed Ahmed Mgheder - Thesis Title:  Database metadata requirements for automated web development
  • Dr. Amr Madkour - Thesis Title: Intelligent algorithms for real-time optimal missile guidance and control
  • Konstantin Chakhlevitch - Thesis title: A hyperheuristic methodology for real-world scheduling.
  • Allison Allain - MSc Computing by Research
  • Tyler Stroud - MSc Computing by Research
  • Jyoti Laxmi Mishra - MSc Informatics by Research
  • Pranob Tusher Kaysthagir  - MSc Informatics by Research
  • Binaya Paudel - MSc Informatics by Research
  • Mohammed Munshi Shahin Shah
  • Sophia Alim - Thesis Title: Vulnerability in Online Social Network Profiles
  • Yousef Talal Al-Qasrawi - Thesis Title: Natural scene classification, annotation and retrieval
  • Taher Ahmed Naser - Thesis Title:  A flexible approach for mapping between object-oriented databases and XML
  • Ruqayya Soli Haji Abdul-Rahman - Thesis Title: Multi agent system for web<br>database processing
  • Ashardi Abas - Thesis Title:    Non-Intrusive Drowsiness Detection System: Design, analysis and evaluation of Non-Intrusive Driver Drowsiness System using a Support Vector Machine and Fault Diagnosis System
  • Anqi Shen - Thesis Title:  A real time 3D surface measurement system<br>using projected line patterns
  • Atia Mahmod Albhbah - Thesis Title: Dynamic web forms development using RuleML
  • Bilal Sowan  - Thesis Title: Enhancing fuzzy associative rule mining approaches for improving prediction accuracy
  • Chartchai Doungsa-Ard - Thesis Title: Generation of software test data from the design specification using heuristic techniques
  • Jonathan Winkley - Thesis Title: Behaviour recognition and monitoring of the elderly using wearable wireless sensors
  • Madihah Bint Mohd Saudi - Thesis Title: A New Model for Worm Detection and Response
  • Margie Louws-Wiers - Thesis Title: Electronic multi-agency collaboration
  • Mokhairi Makhtar - Thesis Title: Contributions to ensembles of models for predictive toxicology applications
  • Nabila Kazmi  - Thesis Title: MSc Informatics by Research
  • Prisadang Skolpadungket - Thesis Title: Portfolio management using computational intelligence approaches
  • Rima Khorsheed - Thesis Title: A Cell Level Automated Approach for Quantifying Antibody Staining in Immunohistochemistry Images
  • Rita Erhovwo Ochuko - Thesis Title: E-banking risk assessment
  • Ruohui Yang - Thesis Title: An investigation of forecasting methods for a purchasing decision support system
  • Saleh Khalifa Algoul - Thesis Title: Optimal multi-drug chemotherapy control scheme for cancer treatment
  • Walid Adly Atteya Abdo - Thesis Title: Enhancing association rules algorithms for mining distributed databases
  • Yasmina Bashon  - Thesis Title: Contributions to fuzzy object comparison and applications
  • Yousef Elsheikh - Thesis Title: A model for the adoption and implementation of web-based government services and applications
  • Mohamad Al-Shammari - Thesis Title: Integrated data analytics of germline mutation classes in human cancers
  • May Yaqoob Al-Nashashibi - Thesis Title: Arabic language processing for text classification