Arnulfo P. Azcarraga

According to our database1, Arnulfo P. Azcarraga authored at least 33 papers between 1990 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2017
Measuring the contribution of filter bank layer to performance of convolutional neural networks.
KES Journal, 2017

2016
Neural network training and rule extraction with augmented discretized input.
Neurocomputing, 2016

Validating the stable clustering of songs in a structured 3D SOM.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

SOMphony: Visualizing Symphonies Using Self Organizing Maps.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications.
International Journal of Computational Intelligence and Applications, 2015

Fast Emulation of Self-organizing Maps for Large Datasets.
Proceedings of the 6th International Conference on Ambient Systems, 2015

2014
MofN rule extraction from neural networks trained with augmented discretized input.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Tagging documents using neural networks based on local word features.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2012
Keyword extraction using backpropagation neural networks and rule extraction.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Design of a Structured 3D SOM as a Music Archive.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011

2008
Improved SOM Labeling Methodology for Data Mining Applications.
Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

Enhancing SOM digital music archives using Scatter-Gather.
Proceedings of the International Joint Conference on Neural Networks, 2008

Market research applications of artificial neural networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2006
Knowledge acquisition and revision using neural networks: an application to a cross-national study of brand image perception.
JORS, 2006

2005
Separating core and noncore knowledge: an application of neural network rule extraction to a cross-national study of brand image perception.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005

Extracting salient dimensions for automatic SOM labeling.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005

Automatic knowledge extraction from survey data: learning M-of-N constructs using a hybrid approach.
JORS, 2005

2004
Evaluating Keyword Selection Methods for WEBSOM Text Archives.
IEEE Trans. Knowl. Data Eng., 2004

Generalized Associative Memory Models: Their Memory Capacities and Potential Application.
JACIII, 2004

2003
Visualizing Globalization: A Self-Organizing Maps Approach to Customer Profiling.
Proceedings of the International Conference on Information Systems, 2003

2002
Generating Concise Sets of Linear Regression Rules from Artificial Neural Networks.
International Journal on Artificial Intelligence Tools, 2002

Comparing Keyword Extraction Techniques for WEBSOM Text Archives.
International Journal on Artificial Intelligence Tools, 2002

Retrieving News Stories from a News Integration Archive.
Proceedings of the Digital Libraries: People, 2002

2001
An Effective Method for Generating Multiple Linear Regression Rules from Artificial Neural Networks.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

Comparing Keyword Extraction Techniques for WEBSOM Text Archives.
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001

SOM-Based Methodology for Building Large Text Archives.
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

Extracting Meaningful Labels for WEBSOM Text Archives.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Assessing Self-Organization Using Order Metrics.
IJCNN (6), 2000

Evaluating SOMs using order metrics.
Proceedings of the ESANN 2000, 2000

1994
A Incremental Neural Classifier on a MIMD Parallel Computer.
Proceedings of the Applications in Parallel and Distributed Computing, 1994

1990
Kohonen Feature Maps: Toward Invariant Character Recognition.
Proceedings of the Artificial Intelligence IV: Methodology, Systems, Applications, 1990


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