A prototype-based incremental network model for classification tasks A Azcarraga, A Giacometti Fourth International Conference on Neural Networks and their Applications …, 1991 | 43 | 1991 |
Extracting salient dimensions for automatic SOM labeling AP Azcarraga, MH Hsieh, SL Pan, R Setiono IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005 | 35 | 2005 |
Evaluating keyword selection methods for WEBSOM text archives AP Azcarraga, JY TN, J Tan, TS Chua IEEE Transactions on Knowledge and Data Engineering 16 (3), 380-383, 2004 | 30 | 2004 |
Automatic knowledge extraction from survey data: learning M-of-N constructs using a hybrid approach R Setiono, SL Pan, MH Hsieh, A Azcarraga Journal of the operational research society 56 (1), 3-14, 2005 | 23 | 2005 |
Keyword extraction using backpropagation neural networks and rule extraction A Azcarraga, MD Liu, R Setiono The 2012 international joint conference on neural networks (IJCNN), 1-7, 2012 | 22 | 2012 |
Using sample selection to improve accuracy and simplicity of rules extracted from neural networks for credit scoring applications R Setiono, A Azcarraga, Y Hayashi International Journal of Computational Intelligence and Applications 14 (04 …, 2015 | 17 | 2015 |
Comparing keyword extraction techniques for WEBSOM text archives AP Azcarraga, T Yap Jr, TATS CHUA International Journal on Artificial Intelligence Tools 11 (02), 219-232, 2002 | 17 | 2002 |
SOM-based methodology for building large text archives AP Azcarraga, TN Yap Proceedings Seventh International Conference on Database Systems for …, 2001 | 17 | 2001 |
Neural network training and rule extraction with augmented discretized input Y Hayashi, R Setiono, A Azcarraga Neurocomputing 207, 610-622, 2016 | 16 | 2016 |
Improved SOM labeling methodology for data mining applications A Azcarraga, MH Hsieh, SL Pan, R Setiono Soft computing for knowledge discovery and data mining, 45-75, 2008 | 13 | 2008 |
Assessing self-organization using order metrics AP Azcarraga Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 13 | 2000 |
Design of a Structured 3D SOM as a Music Archive A Azcarraga, S Manalili International Workshop on Self-Organizing Maps, 188-197, 2011 | 11 | 2011 |
Extracting meaningful labels for WEBSOM text archives AP Azcarraga, TN Yap Jr Proceedings of the tenth international conference on Information and …, 2001 | 10 | 2001 |
Generating concise sets of linear regression rules from artificial neural networks R Setiono, A AZCARRAGA International Journal on Artificial Intelligence Tools 11 (02), 189-202, 2002 | 9 | 2002 |
Using structured self-organizing maps in news integration websites I Perelomov, AP Azcarraga, J Tan, TS Chua 11th International World Wide Web Conference (WWW 2002), 2002 | 9 | 2002 |
Separating core and noncore knowledge: An application of neural network rule extraction to a cross-national study of brand image perception R Setiono, SL Pan, MH Hsieh, AP Azcarraga IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005 | 8 | 2005 |
Market research applications of artificial neural networks AP Azcarraga, MH Hsieh, R Setiono 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …, 2008 | 7 | 2008 |
Modèles neuronaux pour la classification incrémentale de formes visuelles AP Azcarraga Grenoble INPG, 1993 | 7 | 1993 |
2D order of self-organizing Kristal maps AP Azcarraga, MR Lim IJCNN'99. International Joint Conference on Neural Networks. Proceedings …, 1999 | 6 | 1999 |
Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception R Setiono, SL Pan, MH Hsieh, A Azcarraga Journal of the Operational Research Society 57 (3), 231-240, 2006 | 5 | 2006 |