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 O’Shea, J., Bandar, Z., Crockett, K., McLean, D.  A Comparative Study of Two Short Text Semantic Similarity Measures. Lecture Notes in Artificial Intelligence. Vol. 4953, Springer-Verlag, 2008. In press.

 Dancy, D., Bandar, Z., McLean, D. Logistic Model Tree Extraction From Artificial Neural Networks. IEEE Transactions on System, Man, and Cybernetics. Vol. 37, Number 4, pp 794-802, August 2007. (ISSN: 1083-4419).

 Owda, M. Crockett, K., Bandar, Z, Conversation-Based Natural Language Interface to Relational Database. IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2007, USA, pp 363-367, ISBN 0-7695-3028-1/07 , DOI 10.1109/WI-IATW.2007.60

 Owda, M. Crockett, K., Bandar, Z. Guided Conversational Agents and Knowledge Trees for Natural Language Interfaces to Relational Databases. Annual Research Student Conference MMU Proceedings, (ISBN 978-1-905476-23-7), September 2007.

 Crockett, K., Bandar, Z., and Mclean, D. On the Optimization of T-norm parameters within Fuzzy Decision Trees. IEEE International Conference on Fuzzy Systems, (FUZZ-IEEE 2007), July 2007, pp 1-6, ISSN: 1098-7584, (ISBN 1-4244-1210-2)

 Crockett, K. Bandar, Z, O’Shea, J. Al-Attar, S. On The Application of Fuzzy Regression Trees in Modeling the Efficiency of a Power Station. IEEE International Conference on Fuzzy Systems, (FUZZ-IEEE 2007), July 2007, pp 1-6, ISSN: 1098-7584, ISBN (1-4244-1210-2)

 Pudner, K. Crockett, K. Bandar, Z. An Intelligent Conversational Agent Approach to Extracting Queries from Natural Language, World Congress on Engineering, International Conference of Data Mining and Knowledge Engineering, London, July 2007, pp 305-310, ISBN (978-988-98671-5-7)

 K. Crockett, Z. Bandar, J O’Shea, J. Fowdar, A Fuzzy Numeric Inference Strategy for Classification and Regression Problems. Submitted to KES Journal Innovation in Knowledge-Based & Intelligent Engineering Systems, IOS Press, 25th May 2006.

 Crockett, K. Bandar, Z. Mclean, D. O’shea, J. On Constructing a Fuzzy Inference Algorithm using Crisp Decision Trees. International Journal of Fuzzy Sets and Systems. Vol 157, Issue 21, pp 2809-2832, Elsevier Science, 2006. ISSN 0165-0114

 Crockett, K. Bandar, Z, O’Shea, J. On Producing Balanced Fuzzy Decision Tree Classifiers, IEEE Congress on Computational Intelligence, IEEE Conference on Fuzzy Systems, Vancouver, Canada, pp 8415 – 8421, 2006.

 Li, Y. McLean, D. Bandar, Z. O’Shea, J. Crockett, K. Sentence Similarity Based on Semantic Nets and Corpus Statistics. IEEE Transactions on Knowledge and Data Engineering. vol. 18, no. 8, pp. 1138-1150, 2006. (ISSN: 1041-4347).

 D.C. Wedge, D.M. Ingram, C.G. Mingham, D.A. McLean and Z.A. Bandar. On Global-Local Artificial Neural Networks for Function Approximation. IEEE Transactions on Neural Networks. July 2006, Vol. 17, number 4, pp 942-952. (ISSN: 1045-9227)

 Rothwell, J. Bandar, Z. O’Shea, J. McLean, D. Silent Talker: An Adaptive Psychological Profiling System Using Artificial Neural Networks. Journal of Applied Cognitive Psychology. 2006 (In press).

 Rothwell, J. Bandar, Z. O’Shea, J. McLean, D. Charting the behavioural state of a person using a Backpropagation Neural Network. Journal of Neural Computing and Applications. DOI 10.1007/s00521-006-0055-9. 2006 (In Press).

 Li, Y. Bandar, Z. McLean, D. An approach for Measuring Semantic Similarity Between Words Using Multiple Information Sources. IEEE Transactions on Knowledge and Data Engineering. July/August 2003, Volume 15, Number 4, ISSN 1041-4347, pp:871-881.

 Lynch, S. Bandar, Z. Bistable neuromodules. Nonlinear Analysis Theory, Methods & Applications. (2005), 63(5-7), ISSN 0362-546X, pp:669-677.

 D.C. Wedge, D.M. Ingram, C.G. Mingham, D.A. McLean and Z.A. Bandar. On Neural Network Architectures and Overtopping Predictions. Journal of Maritime Engineering, September 2005, ISNN 1741 7597, pp:123-133.

 Crockett, K, Bandar, Z, O’Shea, J. Fowdar, J. Genetic tuning of fuzzy inference within fuzzy classifier systems. International Journal of Expert Systems, Blackwell Publishing, May 2006, Volume 23, 2, pp 63-82.

 McLean, D., Bandar, Z., and O'Shea, J. An Empirical Comparison of Back Propagation and the RDSE Algorithm. Neural Networks, volume 11, issue 9, 1998, p. 1685-1694. ISSN 0893-6080

 D. Wedge, D. Ingram, D. McLean, C. Mingham, Z. Bandar, A Global-Local Artificial Neural Network with Application to Wave Overtopping Prediction. International Conference on Artificial Neural Networks, ICANN 2005. ISBN 3-540-28755-8

 Crockett, K , Bandar, Z, O’Shea, J. Fowdar, J. On the Use of Fuzzy Trees for Solving Classification Problems with Numeric Outcomes. 2005 IEEE Conference on Fuzzy Systems, pp – 436-441, May 2005 Nevada, USA. ISBN 0-7803-9159-4, IEEE Catalog Number 05CH37680C.

 K. A. Crockett, Z. A. Bandar. A Framework for Optimising Fuzzy Inference in Classifier Systems. 2004 IEEE Conference on Cybernetics and Intelligent systems & Robotics, Automation and Mechatronics, pp 105 – 110, ISBN 0-7803-8644-2.

 K. Crockett , Z. Bandar, D. Mclean. Strategies for Fuzzy Inference within Classifier Systems, THE 17th International FLAIRS Conference, Miami, 2004, pp 387-392, AAAI Press, ISBN 1-57735-201-7

 J. Fowdar, Z. Bandar, K. Crockett. Inducing Fuzzy Decision Trees in Non-Deterministic Domains using CHAID. THE 17th International FLAIRS Conference, Miami, 2004, pp838-843, AAAI Press, ISBN 1-57735-201-7

Crockett, K., Bandar, Z., and Mclean, D. Combining Mulitple Decision Trees Using Fuzzy Neural Inference. The 11th IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2002, Honolulu, May 2002 ISBN (TBA).

Crockett, K., Bandar, Z., and Mclean, D. Growing a Fuzzy Decision Forrest. The 10th IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2001, Melbourne Australia. December 2001 ISBN (TBA).

S.Nefti,M.Oussalah, K.Djouani and J.Pontnau. "Intelligent Adaptive Mobile Robot Navigation", Journal of Intelligent and Robotics Systems, 30: pp. 311-329,2001. Kluwer Academic Publishers, April issue.

Crockett, K., Bandar, Z., and Al-Attar, A. Soft Decision Trees: A New Approach Using Non-linear Fuzzification. The 9th IEEE International Conference on Fuzzy Systems - FUZZ-IEEE 2000. May 2000 ISBN 0-7803-5877-5 (Soft bound) 0-7803-6324-8 (CD-ROM).

Crockett, K., Bandar, Z., and Al-Attar, A. A Fuzzy Algorithm for the Efficient Utilization of Information in Decision Trees. The 13th Annual Florida Artificial Intelligence International Conference (FLAIRS-2000). May 2000.ISBN 0-1-57735-113-4

Li Yuhua.,Pont M. J., Parikh C. R., Jones N. B, Comparing the Performance of Three Neural Classifiers for Use in Embedded Applications," in Robert John and Ralph Birkenhead (Eds) Soft Computing Techniques and Applications, Physica-Verlag: Heidelberg, New York. 2000, pp34-39, ISBN 3-7908-1257-9.

Li Yuhua.,Pont M. J., Parikh C. R., Jones N. B, Using a Combination of RBFN, MLP and kNN Classifiers for Eng 0, pp22-27, ISBN 3-7908-1257-9

Jones, N. B., Li Yuhua., A review on condition monitoring and fault diagnosis for diesel engines, Tribotest Journal, Vol 6, No 3, March 2000, pp267-291

Bandar, Z., O'Shea, J., and McLean, D. An Optimised Decision Tree Induction Algorithm For Real World Data Domains. Proceedings of the 6th International Conference on Neural Information Processing - ICONIP’99 - IEEE; (pp 441-446); November 1999. IEEE Cat. No. 99EX378. ISBN 0-7803-5871-6

Bandar, Z., Al-Attar, H., and McLean, D. Genetic Algorithm Based Multiple Decision Tree Induction. Proceedings of the 6th International Conference on Neural Information Processing - ICONIP’99 - IEEE; (pp 429-434); November 1999. IEEE Cat. No. 99EX378. ISBN 0-7803-5871-6

McLean, D., Bandar, Z., and O'Shea, J. Decision boundary modelling- a constructive algorithm for high precision real world data models. Proceedings of the International Joint Conference on Neural Networks -IJCNN'99; July 1999. IEEE Catalog Number: 99CH36339C. ISBN: 0-7803-5532-6

Pont M. J.,Ong R.H.L., Parikh C. R., Kureemun R., Wong C.P., Peadgood W., Li Yuhua A selected of pattern for reliable embedded systems, Fourth European Conference on Pattern Languages of Programming and Computing (EuroPlop'99), 8 - 10 July 1999, Bad Irsee, Germany. Available from: http://www.argo.be/europlop/writers.htm.

Marshall, P., and Bandar, Z. Working Towards Connectionist Modelling of Term Formation. Proceedings of Computer Intelligence Theory and Applications 6th Fuzzy Days International Conference. Lecture Notes in Computer Science, Springer-Verlag. May 1999.

McLean, D., Bandar, Z., and O'Shea, J. Improving Generalisation Using Modular Neural Networks. Proceedings of the 4th International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA99); Springer-Verlag, April 1999.

Bandar, Z., and Al-Attar, H. Genetic Algorithms For Decision Tree Induction. Proceedings of the 4th International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA99); Springer-Verlag, April 1999.

Crockett, K., Bandar, Z., and Al-Attar, A. Proceedings of the 4th International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA99); Springer-Verlag, April 1999.

McLean, D., and Bandar, Z. Comparative Testing of Hyperplanar Classifiers on Continuous Data Domains. Proceedings of the 4th International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA99); Springer-Verlag, April 1999.

Pont M. J., Parikh C. R., Li Yuhua., Wong C.P, The design of embedded system using software pattern," Proceedings of the International Conference on Condition Monitoring, Swansea, UK, 12th-15th, April, 1999, pp221-235, ISBN 901892115.

Li Yuhua.,Pont M. J., Jones N. B, A comparison of the performance of radial basis function and multi-layer Perceptron networks in condition monitoring and fault diagnosis," Proceedings of the International Conference on Condition Monitoring, Swansea, UK, 12th-15th, April, 1999, pp577-592, ISBN 901892115.

Parikh C. R., Pont M. J., Li Yuhua, Jones N. B, Neural networks for condition monitoring and fault diagnosis: the effect of training data on classifier performance, Proceedings of the International Conference on Condition Monitoring, Swansea, UK, 12th-15th, April 1999, pp237-243, ISBN 901892115.

McLean, D., Bandar, Z., and O'Shea, J. An Empirical Comparison of Back Propagation and the RDSE Algorithm. Neural Networks, volume 11, issue 9, (pp 1685-1694). December 1998.

Chung, J., and Bandar, Z. Learning to Predict with a Probabilistic Representation. Proceedings of the International Symposium on Intelligent Data Engineering and Learning, IDEAL’98; Springer-Verlag. October 1998. ISBN 981-4021-23-7

Chung, J., and Bandar, Z. Prediction with Probabilistic Framework. Proceedings of the 13th International Symposium on Computer and Information Sciences, ISCIS’98; IOS Press, October 1998. ISBN 90-5199-405-2

S.Nefti, M.Oussalah, K.Djouani and J.Pontnau. "Clustering and Adaptive Robot Navigation in an Unknown Environment", INES 98: IEEE Conference on Intelligent Systems, Vienna, Austria, pp 1998-2005, September 1998.

S.Nefti, K.Djouani and J.Pontnau. "Neuro-Fuzzy Adaptive System for the Navigation of Mobile Robot". EUFIT 98: The Sixeth European Congress on Intelligent Techniques and Soft Computing, Germany, pp 798-805, September 1998.

Parikh C. R., Pont M. J., Li Yuhua, Jones N. B, Towards a flexible application framework for data fusion using real-time design patterns, EUFIT'98, Germany, Sep. 1998, pp1131-1135.

Crockett, K., Bandar, Z., and Al-Attar, A. A Fuzzy Inference Framework For Induced Decision Trees. Proceedings of the European Conference on Artificial Intelligence, ECAI 98; John Wiley & Sons, (pp. 425-429). August 1998. ISBN 0-471-98431-0

Li Yuhua.,Pont M. J., Jones N. B, Applying neural networks and fuzzy logic to fault diagnosis: a review," Proceedings of Recent Advances in Soft Computing'98, Leicester, UK, July, 1998, pp104-119.

S.Nefti,K.Djouani and J.Pontnau. "Neuro-Fuzzy Adaptive System To Generate Fuzzy Behaviuor for Autonomous Mobile Robot". Proceedinsg of the 7th IPMU Conference, France, pp1423-1429, July 1998.

McLean, D., Bandar, Z., and O'Shea, J. A Constructive Decision Boundary Modelling Algorithm. Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing - ASC'98; ACTA Press. May 1998. ISBN 0-88986-256-7

Chung, J., and Bandar, Z. Universal Hierarchical Encoding Algorithm For Data Compression. Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing - ASC'98; ACTA Press. May 1998. ISBN 0-88986-256-7

Crockett, K., Bandar, Z., and Al-Attar, A. A Genetically Optimised Fuzzy Inference Algorithm. Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing - ASC'98; ACTA Press. May 1998. ISBN 0-88986-256-7

Schmidt, A., and Bandar, Z. Modularity - A Concept for Neural Network Architectures. Proceedings of IASTED International Conference on Computer Systems and applications - CSA'98; ACTA Press. March 1998. ISBN 0-88986-264-8

Crockett, K., Bandar, Z., and Al-Attar, A. Fuzzy Rule Induction From Data Sets. Proceedings of the 10th Annual Florida Artificial Intelligence International Conference 1997 (FLAIRS-97). May 1997. ISBN 0-9620-1739-6

McLean, D., Bandar, Z., and O'Shea, J. The evolution of a Feed Forward Neural Network Trained under Back-Propagation. Proceedings of the 3rd International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA97); Springer-Verlag, (pp 518-522). April 1997. ISBN 3-211-83087-1

Schmidt, A., and Bandar, Z. A Modular Neural Network Architecture with Additional Generalization Abilities for Large Input Vectors. Proceedings of the 3rd International Conference on Artificial Neural Networks and Genetic Algorithms (ICANGA97); Springer-Verlag, (pp 40-43). April 1997. ISBN 3-211-83087-1

S.Nefti,Y.Amirat and B.Lakehal : " Commande floue d'un robot mobile de nettoyage ", Revue d'Automatique et de Productique Appliqués (JESA) " ; Editions Hermes, Volume8, n°6, pp 797-811, 1995

McLean, D., Bandar, Z., and O'Shea, J. Improved Interpolation and Extrapolation from Continuous Training Examples Using a New Neural Model with an Adaptive Steepness. Proceedings of the second Australian and New Zealand Conference on Intelligent Information Systems, (pp 125-129). IEEE. November 1994. IEEE Cat. No. 94TH8019. ISBN 0-7803-2404-8

O'Shea, J., Bandar, Z., and Cooper, S. Development of a software tool and function library to assist in the teaching of Logical Neural Networks. Proceedings of Association for Learning Technology Conference (ALT-C), 1994.

 

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