Ian Cloete

According to our database, Ian Cloete authored at least 34 papers between 1993 and 2010.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2010

Sensitivity Analysis for Neural Networks

Daniel S. Yeung, Ian Cloete, Daming Shi, Wing W. Y. Ng

Natural Computing Series, Springer, ISBN: 978-3-642-02531-0, 2010

2007

Society Briefs.

Lipo Wang, Ian Cloete, Jerry M. Mendel, Ali M. S. Zalzala

IEEE Comput. Intell. Mag., 2007

2006

Fuzzy rule induction in a set covering framework.

Ian Cloete, Jacobus van Zyl

IEEE Trans. Fuzzy Syst., 2006

Specialization models for a general fuzzy set covering framework.

Jacobus van Zyl, Ian Cloete

Fuzzy Sets Syst., 2006

2004

Heuristic functions for learning fuzzy conjunctive rules.

Jacobus van Zyl, Ian Cloete

Proceedings of the IEEE International Conference on Systems, 2004

Quantitative study on effect of center selection to RBFNN classification performance.

Wing W. Y. Ng, Daniel S. Yeung, Ian Cloete

Proceedings of the IEEE International Conference on Systems, 2004

A machine learning framework for fuzzy set covering algorithms.

Ian Cloete, Jacobus van Zyl

Proceedings of the IEEE International Conference on Systems, 2004

Evaluation function guided search for fuzzy set covering.

Ian Cloete, Jacobus van Zyl

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Simultaneous Concept Learning of Fuzzy Rules.

Jacobus van Zyl, Ian Cloete

Proceedings of the Machine Learning: ECML 2004, 2004

2003

Knowledge-based neurocomputing in medicine.

Ian Cloete, Karl Rohr

Artif. Intell. Medicine, 2003

Input sample selection for RBF neural network classification problems using sensitivity measure.

Wing W. Y. Ng, Daniel S. Yeung, Ian Cloete

Proceedings of the IEEE International Conference on Systems, 2003

2002

Neural Networks and Financial Trading and the Efficient Markets Hypothesis.

Andrew Skabar, Ian Cloete

Proceedings of the Computer Science 2002, 2002

1999

Improved generalisation using cooperative learning and rule extraction.

Herna L. Viktor, Ian Cloete

Proceedings of the International Joint Conference Neural Networks, 1999

Variance analysis of sensitivity information for pruning multilayer feedforward neural networks.

Andries P. Engelbrecht, L. Fletcher, Ian Cloete

Proceedings of the International Joint Conference Neural Networks, 1999

Incremental learning using sensitivity analysis.

Andries P. Engelbrecht, Ian Cloete

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Inductive Learning with a Computational Network.

Herna L. Viktor, Ian Cloete

J. Intell. Robotic Syst., 1998

1997

BEXA: set covering vs. neural network knowledge acquisition-a comparative review.

Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Learning by Co-operation: Combining Multiple Computationally Intelligent Programs into a Computational Network.

Herna L. Viktor, Ian Cloete

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

Automatic Acquisition of Two-Level Morphological Rules.

Pieter Theron, Ian Cloete

Proceedings of the 5th Applied Natural Language Processing Conference, 1997

1996

BEXA: A Covering Algorithm for Learning Propositional Concept Descriptions.

Hendrik Theron, Ian Cloete

Mach. Learn., 1996

Generalized Hopfield networks for associative memories with multi-valued stable states.

Jacek M. Zurada, Ian Cloete, Etienne van der Poel

Neurocomputing, 1996

Bounds for hidden units of simple recurrent networks.

Jacques Ludik, Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A sensitivity analysis algorithm for pruning feedforward neural networks.

Andries P. Engelbrecht, Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Extracting DNF Rules from Artificial Neural Networks.

Herna L. Viktor, Ian Cloete

Proceedings of the From Natural to Artificial Neural Computation, 1995

Determining the Significance of Input Parameters using Sensitivity Analysis.

Andries P. Engelbrecht, Ian Cloete, Jacek M. Zurada

Proceedings of the From Natural to Artificial Neural Computation, 1995

Automatic Scaling using Gamma Learning for Feedforward Neural Networks.

Andries P. Engelbrecht, Ian Cloete, Jaco Geldenhuys, Jacek M. Zurada

Proceedings of the From Natural to Artificial Neural Computation, 1995

Reduction of symbolic rules from artificial neural networks using sensitivity analysis.

Herna L. Viktor, Andries P. Engelbrecht, Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Capacity Bounds for Simple Recurrent Networks.

Jacques Ludik, Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Classification capabilities of architecture-specific recurrent networks.

Jacques Ludik, Ian Cloete

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994

Sensitivity Analysis for Minimization of Input Data Dimension for Feedforward Neural Network.

Jacek M. Zurada, Aleksander Malinowski, Ian Cloete

Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

Incremental increased complexity training.

Jacques Ludik, Ian Cloete

Proceedings of the 2nd European Symposium on Artificial Neural Networks, 1994

1993

Determining optimally ordered pairs using edge-coloring of graphs.

Ian Cloete, Wilma G. Cloete

IEEE Trans. Syst. Man Cybern., 1993

Increased Complexity Training.

Ian Cloete, Jacques Ludik

Proceedings of the New Trends in Neural Computation, 1993

An Empirical Evaluation of Beam Search and Pruning in BEXA.

Hendrik Theron, Ian Cloete

Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993