A prototype-based incremental network model for classification tasks A Azcarraga, A Giacometti Fourth International Conference on Neural Networks and their Applications …, 1991 | 47 | 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 | 39 | 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 | 38 | 2012 |
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 | 29 | 2004 |
Neural network training and rule extraction with augmented discretized input Y Hayashi, R Setiono, A Azcarraga Neurocomputing 207, 610-622, 2016 | 23 | 2016 |
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 |
SOM-based methodology for building large text archives AP Azcarraga, TN Yap Proceedings Seventh International Conference on Database Systems for …, 2001 | 18 | 2001 |
Improving k-means clustering performance with disentangled internal representations AF Agarap, AP Azcarraga 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 17 | 2020 |
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 | 16 | 2015 |
Comparing keyword extraction techniques for WEBSOM text archives AP Azcarraga, T Yap Jr, TS Chua International Journal on Artificial Intelligence Tools 11 (02), 219-232, 2002 | 15 | 2002 |
Extracting meaningful labels for WEBSOM text archives AP Azcarraga, TN Yap Jr Proceedings of the tenth international conference on Information and …, 2001 | 15 | 2001 |
Poem generation using transformers and doc2vec embeddings MC Santillan, AP Azcarraga 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 14 | 2020 |
Interactive style transfer: Towards styling user-specified object JJ Virtusio, A Talavera, DS Tan, KL Hua, A Azcarraga 2018 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2018 | 14 | 2018 |
ZipNet: ZFNet-level accuracy with 48× fewer parameters AMC Antioquia, DS Tan, A Azcarraga, WH Cheng, KL Hua 2018 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2018 | 14 | 2018 |
Assessing self-organization using order metrics AP Azcarraga Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000 | 14 | 2000 |
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 |
Design of a Structured 3D SOM as a Music Archive A Azcarraga, S Manalili Advances in Self-Organizing Maps: 8th International Workshop, WSOM 2011 …, 2011 | 12 | 2011 |
Layout and context understanding for image synthesis with scene graphs A Talavera, DS Tan, A Azcarraga, KL Hua 2019 IEEE International Conference on Image Processing (ICIP), 1905-1909, 2019 | 10 | 2019 |
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, 2002 | 9 | 2002 |