José Ignacio Martín

Orcid: 0000-0001-6455-131X

According to our database1, José Ignacio Martín authored at least 32 papers between 1994 and 2022.

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

Timeline

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Bibliography

2022
GSR signal database collected while solving 3D puzzles and relaxation responses labelled.
Dataset, May, 2022

2019
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis.
IEEE Access, 2019

Influence of the Environmental Hostility Level in an HCI System.
Proceedings of the XX International Conference on Human Computer Interaction, 2019

Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation.
Proceedings of the XX International Conference on Human Computer Interaction, 2019

2017
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine.
Comput. Methods Programs Biomed., 2017

2016
Using a Real Bare Machine in a Project-Based Learning Environment for Teaching Computer Structure: An Analysis of the Implementation Following the Action Research Model.
ACM Trans. Comput. Educ., 2016

2015
Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course.
IEEE Trans. Educ., 2015

2014
A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities.
Proceedings of the PhyCS 2014, 2014

2013
Game-Console-Based Projects for Learning the Computer Input/Output Subsystem.
IEEE Trans. Educ., 2013

2012
Nintendo® DS projects to learn computer input-output.
Proceedings of the Annual Conference on Innovation and Technology in Computer Science Education, 2012

2011
Towards a standard methodology to evaluate internal cluster validity indices.
Pattern Recognit. Lett., 2011

2010
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index.
Pattern Recognit., 2010

Consolidated trees versus bagging when explanation is required.
Computing, 2010

2009
SIHC: A Stable Incremental Hierarchical Clustering Algorithm.
Proceedings of the ICEIS 2009, 2009

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.
Proceedings of the Current Topics in Artificial Intelligence, 2009

2008
Service-independent payload analysis to improve intrusion detection in network traffic.
Proceedings of the Data Mining and Analytics 2008, 2008

Evaluation of Malware clustering based on its dynamic behaviour.
Proceedings of the Data Mining and Analytics 2008, 2008

2007
Combining multiple class distribution modified subsamples in a single tree.
Pattern Recognit. Lett., 2007

CTC: An Alternative to Extract Explanation from Bagging.
Proceedings of the Current Topics in Artificial Intelligence, 2007

2006
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006

Consolidated Trees: An Analysis of Structural Convergence.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

2005
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance.
Proceedings of the Pattern Recognition and Data Mining, 2005

Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation.
Proceedings of the Pattern Recognition and Data Mining, 2005

2004
Behavior of Consolidated Trees when using Resampling Techniques.
Proceedings of the Pattern Recognition in Information Systems, 2004

2002
Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost.
Pattern Recognit., 2002

1998
A New Cost Function for Typewritten Digits Segmentation.
Proceedings of the Advances in Pattern Recognition, 1998

A Hierarchical Classifier for Multifont Digits.
Proceedings of the Advances in Pattern Recognition, 1998

Segmentation of low-quality typewritten digits.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A two-stage classifier for broken and blurred digits in forms.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996
A modular neural network approach to fault diagnosis.
IEEE Trans. Neural Networks, 1996

1994
Introducing Parallelism In Power System Diagnosis.
Proceedings of the Second Euromicro Workshop on Parallel and Distributed Processing, 1994


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