I. Cloete

Most-cited papers

Sensitivity analysis for minimization of input data dimension for feedforward neural network
J. Żurada, A. Malinowski, I. Cloete
1994International Symposium on Circuits and Systems224 citations
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Sensitivity Analysis for Neural Networks
D. Yeung, I. Cloete, D. Shi, Wing W. Y. Ng
2009Sensitivity Analysis for Neural Networks102 citations
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Determining the Significance of Input Parameters using Sensitivity Analysis
A. Engelbrecht, I. Cloete, J. Żurada
1995International Work-Conference on Artificial and Natural Neural Networks88 citations
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Knowledge-based neurocomputing
I. Cloete, J. Żurada
200074 citations
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A sensitivity analysis algorithm for pruning feedforward neural networks
A. Engelbrecht, I. Cloete
1996International Conference on Neural Networks57 citations
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Learning to classify email: a survey
Xiao-lin Wang, I. Cloete
2005International Conference on Machine Learning and Computing53 citations
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Automatic Acquisition of Two-Level Morphological Rules
P. D. Theron, I. Cloete
1997Applied Natural Language Processing Conference51 citations Open access
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Generalized Hopfield networks for associative memories with multi-valued stable states
J. Żurada, I. Cloete, E. van der Poel
1996Neurocomputing49 citations
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Neural Networks and Financial Trading and the Efficient Markets Hypothesis
A. Skabar, I. Cloete
2002Australasian Computer Science Conference47 citations
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BEXA: A Covering Algorithm for Learning Propositional Concept Descriptions
H. Theron, I. Cloete
1996Machine-mediated learning34 citations Open access
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Fuzzy rule induction in a set covering framework
I. Cloete, J. V. van Zyl
2006IEEE transactions on fuzzy systems32 citations
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Variance analysis of sensitivity information for pruning multilayer feedforward neural networks
A. Engelbrecht, L. Fletcher, I. Cloete
1999IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)32 citations
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Incremental learning using sensitivity analysis
A. Engelbrecht, I. Cloete
1999IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)31 citations
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Reduction of symbolic rules from artificial neural networks using sensitivity analysis
H. Viktor, A. Engelbrecht, I. Cloete
1995International Conference on Neural Networks23 citations
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Input sample selection for RBF neural network classification problems using sensitivity measure
Wing W. Y. Ng, D. Yeung, I. Cloete
2003SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)22 citations
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Selective learning using sensitivity analysis
A. Engelbrecht, I. Cloete
19981998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227)20 citations
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Automatic Scaling using Gamma Learning for Feedforward Neural Networks
A. Engelbrecht, I. Cloete, J. Geldenhuys, J. Żurada
1995International Work-Conference on Artificial and Natural Neural Networks16 citations
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Increased Complexity Training
I. Cloete, J. Ludik
1993International Work-Conference on Artificial and Natural Neural Networks15 citations
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A study of the difference between partial derivative and stochastic neural network sensitivity analysis for applications in supervised pattern classification problems
Wing W. Y. Ng, Daniel S. Yeung, Xi-Zhao Wang, I. Cloete
2004Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826)14 citations Open access
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Evaluation function guided search for fuzzy set covering
I. Cloete, J. V. van Zyl
2004IEEE International Conference on Fuzzy Systems12 citations
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Feature Extraction from Feedforward Neural Networks using Sensitivity Analysis
A. Engelbrecht, I. Cloete
199811 citations
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Extraction of Rules for Tuberculosis Diagnosis Using an Artificial Neural Network
H. Viktor, I. Cloete, N. Beyers
1997Methods of Information in Medicine11 citations
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Simultaneous Concept Learning of Fuzzy Rules
J. V. van Zyl, I. Cloete
2004European Conference on Machine Learning9 citations
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Heuristic functions for learning fuzzy conjunctive rules
J. V. van Zyl, I. Cloete
2004IEEE International Conference on Systems, Man and Cybernetics8 citations
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Quantitative study on effect of center selection to RBFNN classification performance
Wing W. Y. Ng, D. Yeung, I. Cloete
2004IEEE International Conference on Systems, Man and Cybernetics7 citations
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An inductive algorithm for learning conjunctive fuzzy rules
J. V. van Zyl, I. Cloete
2004Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826)7 citations
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Incremental increased complexity training
J. Ludik, I. Cloete
1994The European Symposium on Artificial Neural Networks7 citations
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BEXA: A covering algorithm for learning propositional concept descriptions
H. Theron, I. Cloete
2004Machine-mediated learning6 citations Open access
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CID3: an extension of ID3 for attributes with ordered domains
I. Cloete, H. Theron
19915 citations
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Principles of Sensitivity Analysis
D. Yeung, I. Cloete, D. Shi, Wing W. Y. Ng
20094 citations
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A machine learning framework for fuzzy set covering algorithms
I. Cloete, J. V. van Zyl
2004IEEE International Conference on Systems, Man and Cybernetics4 citations
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Prior knowledge for fuzzy knowledge-based artificial neural networks from fuzzy set covering
J. V. van Zyl, I. Cloete
20042004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)4 citations
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Delta training strategies
I. Cloete, Jacques Ludik
1994International Conference on Neural Networks4 citations
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An empirical evaluation of beam search and pruning in BEXA
H. Theron, I. Cloete
1993Proceedings of 1993 IEEE Conference on Tools with Al (TAI-93)4 citations
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Training schedules for improved convergence
Jacques Ludik, I. Cloete
1993Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan)4 citations
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Animating neural network training
E. van der Poel, I. Cloete
19924 citations
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The influence of the number of clusters on randomly expanded data sets
J. V. van Zyl, I. Cloete
2003Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)3 citations
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Localized Generalization Error Model
D. Yeung, I. Cloete, D. Shi, Wing W. Y. Ng
20092 citations
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Specialization models for a general fuzzy set covering framework
J. V. van Zyl, I. Cloete
2006Fuzzy Sets Syst.2 citations
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Sensitivity analysis of prior knowledge in knowledge-based neurocomputing
I. Cloete, Sean Snyders, D. Yeung, X. Wang
2004Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826)2 citations Open access
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VL 1 ANN: transformation of rules to artificial neural networks
I. Cloete
20002 citations
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Inductive Learning with a Computational Network
H. Viktor, I. Cloete
1998J. Intell. Robotic Syst.2 citations
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Incremental Training Strategies
I. Cloete, J. Ludik
19942 citations
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AUTOMATIC SCALING USING GAMMA LEARNING
I. Cloete, J. Geldenhuys, J. Zurada
20071 citations
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Improved generalisation using cooperative learning and rule extraction
H. Viktor, I. Cloete
1999IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)1 citations
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Bounds for hidden units of simple recurrent networks
J. Ludik, I. Cloete
1996International Conference on Neural Networks1 citations
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Training strategies for architecture-specific recurrent neural networks
J. Ludik, I. Cloete
19951 citations
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Capacity Bounds for Simple Recurrent Networks
J. Ludik, I. Cloete
1995International Conference on Neural Networks1 citations
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Dimensioning of Telephone Networks Using a Neural Network as Traac Distribution Approximator
I. Cloete
19951 citations
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Extracting DNF Rules from Artificial Neural Networks
H. Viktor, I. Cloete
1995International Work-Conference on Artificial and Natural Neural Networks1 citations
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