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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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