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ORCIDArnulfo P. Azcarraga
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2020 – today
- 2024
[i2]Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. CoRR abs/2401.02092 (2024)- 2021
- [c34]Abien Fred Agarap, Arnulfo P. Azcarraga:
k-Winners-Take-All Ensemble Neural Network. ICONIP (2) 2021: 250-261 - 2020
- [c33]Jose Jaena Mari Ople, Daniel Stanley Tan
, Arnulfo P. Azcarraga, Chao-Lung Yang, Kai-Lung Hua:
Super-Resolution by Image Enhancement Using Texture Transfer. ICIP 2020: 953-957 - [c32]Jinky G. Marcelo, Arnulfo P. Azcarraga:
Generative Adversarial Networks for Improving Object Detection in Camouflaged Images. ICONIP (4) 2020: 426-433 - [c31]Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. IJCNN 2020: 1-8 - [c30]Marvin C. Santillan, Arnulfo P. Azcarraga:
Poem Generation using Transformers and Doc2Vec Embeddings. IJCNN 2020: 1-7 - [i1]Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. CoRR abs/2006.04535 (2020)
2010 – 2019
- 2019
- [j14]Judith Jumig Azcarraga, John Zachary Raduban, Ma. Christine Gendrano, Arnulfo P. Azcarraga:
Identity Concealment When Uploading Pictures of Patients in a Tele-Medicine System. Int. J. E Health Medical Commun. 10(2): 44-62 (2019) - [c29]Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua:
Single-Fusion Detector: Towards Faster Multi-Scale Object Detection. ICIP 2019: 76-80 - [c28]Arces Talavera, Daniel Stanley Tan, Arnulfo P. Azcarraga, Kai-Lung Hua:
Layout and Context Understanding for Image Synthesis with Scene Graphs. ICIP 2019: 1905-1909 - [c27]Macario O. Cordel II, Arnulfo P. Azcarraga:
Characterizing the SOM Feature Detectors Under Various Input Conditions. PAKDD (3) 2019: 144-155 - 2018
- [j13]Macario O. Cordel II, Arnulfo P. Azcarraga:
A New Method for Emulating Self-Organizing Maps for Visualization of Datasets. Int. J. Comput. Intell. Appl. 17(3): 1850014:1-1850014:15 (2018) - [j12]Arnulfo P. Azcarraga, Rudy Setiono:
Neural network rule extraction for gaining insight into the characteristics of poverty. Neural Comput. Appl. 30(9): 2795-2806 (2018) - [c26]Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
A Two-Stage Feature Selection Algorithm Based on Redundancy and Relevance. IJCNN 2018: 1-8 - [c25]Peter Laurence Valencia, Arnulfo P. Azcarraga:
Principal Agent Theory in the Examination of Technical Specifications used in Government Information Technology Procurement. PACIS 2018: 86 - [c24]Arren Matthew C. Antioquia, Daniel Stanley Tan, Arnulfo P. Azcarraga, Wen-Huang Cheng, Kai-Lung Hua:
ZipNet: ZFNet-level Accuracy with 48× Fewer Parameters. VCIP 2018: 1-4 - [c23]John Jethro Virtusio, Arces Talavera, Daniel Stanley Tan, Kai-Lung Hua, Arnulfo P. Azcarraga:
Interactive Style Transfer: Towards Styling User-Specified Object. VCIP 2018: 1-4 - 2017
- [j11]Macario O. Cordel II, Arnulfo P. Azcarraga:
Measuring the contribution of filter bank layer to performance of convolutional neural networks. Int. J. Knowl. Based Intell. Eng. Syst. 21(1): 15-27 (2017) - 2016
- [j10]Yoichi Hayashi, Rudy Setiono, Arnulfo P. Azcarraga:
Neural network training and rule extraction with augmented discretized input. Neurocomputing 207: 610-622 (2016) - [c22]Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga:
Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection. ICONIP (4) 2016: 497-504 - [c21]Arnulfo P. Azcarraga, Fritz Kevin Flores:
SOMphony: Visualizing Symphonies Using Self Organizing Maps. ICONIP (4) 2016: 531-537 - [c20]Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. ICONIP (4) 2016: 618-625 - [c19]Arnulfo P. Azcarraga, Arturo Caronongan, Rudy Setiono, Sean Manalili:
Validating the stable clustering of songs in a structured 3D SOM. IJCNN 2016: 2646-2653 - 2015
- [j9]Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi:
Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications. Int. J. Comput. Intell. Appl. 14(4): 1550021:1-1550021:20 (2015) - [c18]Macario O. Cordel II, Arnulfo P. Azcarraga:
Fast Emulation of Self-organizing Maps for Large Datasets. ANT/SEIT 2015: 381-388 - 2014
- [c17]Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono:
Tagging documents using neural networks based on local word features. IJCNN 2014: 724-731 - [c16]Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi:
MofN rule extraction from neural networks trained with augmented discretized input. IJCNN 2014: 1079-1086 - 2012
- [c15]Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono:
Keyword extraction using backpropagation neural networks and rule extraction. IJCNN 2012: 1-7 - 2011
- [c14]Arnulfo P. Azcarraga, Sean Manalili:
Design of a Structured 3D SOM as a Music Archive. WSOM 2011: 188-197
2000 – 2009
- 2008
- [c13]Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono:
Market research applications of artificial neural networks. IEEE Congress on Evolutionary Computation 2008: 357-363 - [c12]Arnulfo P. Azcarraga, Aldrich C. Caw:
Enhancing SOM digital music archives using Scatter-Gather. IJCNN 2008: 1833-1839 - [p1]Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan Ling Pan, Rudy Setiono:
Improved SOM Labeling Methodology for Data Mining Applications. Soft Computing for Knowledge Discovery and Data Mining 2008: 45-75 - 2006
- [j8]Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga:
Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception. J. Oper. Res. Soc. 57(3): 231-240 (2006) - 2005
- [j7]Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga:
Automatic knowledge extraction from survey data: learning M-of-N constructs using a hybrid approach. J. Oper. Res. Soc. 56(1): 3-14 (2005) - [j6]Rudy Setiono, Shan L. Pan, Ming-Huei Hsieh, Arnulfo P. Azcarraga:
Separating core and noncore knowledge: an application of neural network rule extraction to a cross-national study of brand image perception. IEEE Trans. Syst. Man Cybern. Part C 35(4): 465-475 (2005) - [j5]Arnulfo P. Azcarraga, Ming-Huei Hsieh, Shan L. Pan, Rudy Setiono:
Extracting salient dimensions for automatic SOM labeling. IEEE Trans. Syst. Man Cybern. Part C 35(4): 595-600 (2005) - 2004
- [j4]Teddy N. Yap Jr., Arnulfo P. Azcarraga:
Generalized Associative Memory Models: Their Memory Capacities and Potential Application. J. Adv. Comput. Intell. Intell. Informatics 8(1): 56-64 (2004) - [j3]Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua:
Evaluating Keyword Selection Methods for WEBSOM Text Archives. IEEE Trans. Knowl. Data Eng. 16(3): 380-383 (2004) - 2003
- [c11]Arnulfo P. Azcarraga, Ming-Huei Hsieh, Rudy Setiono:
Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling. ICIS 2003: 592-603 - 2002
- [j2]Rudy Setiono, Arnulfo P. Azcarraga:
Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks. Int. J. Artif. Intell. Tools 11(2): 189-202 (2002) - [j1]Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua:
Comparing Keyword Extraction Techniques for WEBSOM Text Archives. Int. J. Artif. Intell. Tools 11(2): 219-232 (2002) - [c10]Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan:
Retrieving News Stories from a News Integration Archive. ICADL 2002: 218-228 - 2001
- [c9]Arnulfo P. Azcarraga, Teddy N. Yap Jr.:
Extracting Meaningful Labels for WEBSOM Text Archives. CIKM 2001: 41-48 - [c8]Arnulfo P. Azcarraga, Teddy N. Yap Jr.:
SOM-Based Methodology for Building Large Text Archives. DASFAA 2001: 66-73 - [c7]Rudy Setiono, Arnulfo P. Azcarraga:
An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks. ICTAI 2001: 171-178 - [c6]Arnulfo P. Azcarraga, Teddy N. Yap Jr.:
Comparing Keyword Extraction Techniques for WEBSOM Text Archives. ICTAI 2001: 187-194 - 2000
- [c5]Arnulfo P. Azcarraga:
Evaluating SOMs using order metrics. ESANN 2000: 255-260 - [c4]Arnulfo P. Azcarraga:
Assessing Self-Organization Using Order Metrics. IJCNN (6) 2000: 159-164
1990 – 1999
- 1999
- [c3]Arnulfo P. Azcarraga, Marlene Rose Lim:
2D order of self-organizing Kristal maps. IJCNN 1999: 510-513 - 1994
- [c2]Arnulfo P. Azcarraga, Hélène Paugam-Moisy, Didier Puzenat:
A Incremental Neural Classifier on a MIMD Parallel Computer. Applications in Parallel and Distributed Computing 1994: 13-22 - 1990
- [c1]Arnulfo P. Azcarraga, Bernard Amy:
Kohonen Feature Maps: Toward Invariant Character Recognition. AIMSA 1990: 209-217
Coauthor Index
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