Itzamá López-Yáñez

Dr. Itzamá López-Yáñez

orcid

Research Focus & Metrics

Academic Career Length

21Years (2006-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 April 2014 in PLOS ONE
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Journal Article
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AUAbril Valeria Uriarte-Arcia
Abril Valeria Uriarte-Arcia
ILItzamá López-Yáñez
Itzamá López-Yáñez
Cornelio Yáñez-MárquezCornelio Yáñez-Márquez
Cornelio Yáñez-Márquez
Pattern recognition and classification are two of the key topics in computer science. In this paper a novel method for the task of pattern classification is presented. The proposed method combines a hybrid associative classifier (Clasificador Híbrido Asociativo con Traslación, CHAT, in Spanish), a coding technique for output patterns called one-hot vector and majority voting during the classification step. The method is termed as CHAT One-Hot Majority (CHAT-OHM). The performance of the method is validated by comparing the accuracy of CHAT-OHM with other well-known classification algorithms. During the experimental phase, the classifier was applied to four datasets related to the medical field. The results also show that the proposed method outperforms the original CHAT classification accuracy.

1 April 2017 in Computers in Human Behavior
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Journal Article
Closed access
SCSergio Cerón-Figueroa
Sergio Cerón-Figueroa
ILItzamá López-Yáñez
Itzamá López-Yáñez
WAWadee ALHALABI
Wadee ALHALABI
OCOscar Camacho-Nieto
Oscar Camacho-Nieto
Yenny Villuendas-ReyYenny Villuendas-Rey
Yenny Villuendas-Rey
CYCornelio Yáñez-Márquez
Cornelio Yáñez-Márquez

1 June 2007 in Neural Processing Letters
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Journal Article
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MAMaría Elena Acevedo
María Elena Acevedo
Cornelio Yáñez-MárquezCornelio Yáñez-Márquez
Cornelio Yáñez-Márquez
ILItzamá López-Yáñez
Itzamá López-Yáñez

1 January 2013 in IFAC Proceedings Volumes
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Journal Article
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LSLeonid Sheremetov
Leonid Sheremetov
AGArturo González-Sánchez
Arturo González-Sánchez
ILItzamá López-Yáñez
Itzamá López-Yáñez
APAndrew Ponomarev
Andrew Ponomarev

2 December 2017 in Neural Processing Letters
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Journal Article
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PDF file
Cornelio Yáñez-MárquezCornelio Yáñez-Márquez
Cornelio Yáñez-Márquez
ILItzamá López-Yáñez
Itzamá López-Yáñez
Mario Aldape-PérezMario Aldape-Pérez
Mario Aldape-Pérez
Oscar Camacho-NietoOscar Camacho-Nieto
Oscar Camacho-Nieto
Amadeo ArgüellesAmadeo Argüelles
Amadeo Argüelles
Yenny Villuendas-ReyYenny Villuendas-Rey
Yenny Villuendas-Rey

1 October 2015 in Computers in Human Behavior
Verified
Journal Article
Closed access
ILItzamá López-Yáñez
Itzamá López-Yáñez
Cornelio Yáñez-MárquezCornelio Yáñez-Márquez
Cornelio Yáñez-Márquez
Oscar Camacho-NietoOscar Camacho-Nieto
Oscar Camacho-Nieto
Mario Aldape-PérezMario Aldape-Pérez
Mario Aldape-Pérez
Amadeo ArgüellesAmadeo Argüelles
Amadeo Argüelles