Personal information

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Employment (1)

Instituto Nacional de Astrofísica Óptica y Electrónica: Puebla, Puebla, MX

1990-07-01 to present | Head/Researcher (Computational Sciences)
Employment
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa

Education and qualifications (3)

Instituto Politécnico Nacional Centro de Investigación en Computación: Mexico City, Distrito Federal, MX

1997-01-02 to 2001-01-12 | Ph.D.
Education
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa

Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional: Mexico, MX

1992-08-17 to 1994-11-17 | MSc (Electrical Engineering)
Education
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa

Benemérita Universidad Autónoma de Puebla: Puebla, Puebla, MX

1982-09-02 to 1989-11-25 | Bachelor's degree (Ciencias Físico-Matemáticas (Computación))
Education
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa

Professional activities (1)

Academia Mexicana de Ciencias: CDMX, MX

2014-11-01 to present | Miembro Regular
Membership
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa

Works (50 of 171)

Items per page:
Page 1 of 4

Shortest Reducts Versus Shortest Constructs

2024 | Book chapter
Contributors: Yanir Gonzalez Diaz; José Fco. Martínez-Trinidad; Jesús A. Carrasco-Ochoa; Manuel S. Lazo-Cortés
Source: check_circle
Crossref

An Algorithm for Computing All Rough Set Constructs for Dimensionality Reduction

Mathematics
2023-12 | Journal article | Author
Contributors: Yanir González; Jose Francisco Martinez-Trinidad; Jesus Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés
Source: check_circle
Multidisciplinary Digital Publishing Institute

Machine Learning and Image-Processing-Based Method for the Detection of Archaeological Structures in Areas with Large Amounts of Vegetation Using Satellite Images

Applied Sciences
2023-05-30 | Journal article
Contributors: José Alberto Fuentes-Carbajal; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez-Trinidad; Jorge Arturo Flores-López
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Encoding hieroglyph segments to represent hieroglyphs following the bag of visual word model for retrieval

Expert Systems with Applications
2022-09 | Journal article
Contributors: Laura Alejandra Pinilla-Buitrago; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa
Source: check_circle
Crossref

An Oversampling Method for Class Imbalance Problems on Large Datasets

Applied Sciences
2022-03-28 | Journal article
Contributors: Fredy Rodríguez-Torres; José F. Martínez-Trinidad; Jesús A. Carrasco-Ochoa
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Experimental Comparison of Oversampling Methods for Mixed Datasets

2021 | Book chapter
Contributors: Fredy Rodríguez-Torres; J. A. Carrasco-Ochoa; José Fco. Martínez-Trinidad
Source: check_circle
Crossref

An Explainable Artificial Intelligence Model for Clustering Numerical Databases

IEEE Access
2020 | Journal article
Contributors: Octavio Loyola-Gonzalez; Andres Eduardo Gutierrez-Rodriguez; Miguel Angel Medina-Perez; Raul Monroy; Jose Francisco Martinez-Trinidad; Jesus Ariel Carrasco-Ochoa; Milton Garcia-Borroto
Source: check_circle
Crossref

A pattern-based approach for detecting pneumatic failures on temporary immersion bioreactors

Sensors (Switzerland)
2019 | Journal article
EID:

2-s2.0-85060379264

Contributors: Loyola-González, O.; Medina-Pérez, M.A.; Hernández-Tamayo, D.; Monroy, R.; Carrasco-Ochoa, J.A.; García-Borroto, M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A review of unsupervised feature selection methods

Artificial Intelligence Review
2019 | Journal article
EID:

2-s2.0-85061026421

Contributors: Solorio-Fernández, S.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

An improved algorithm for partial clustering

Expert Systems with Applications
2019 | Journal article
EID:

2-s2.0-85058815603

Contributors: Melendez-Melendez, G.; Cruz-Paz, D.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Gate Detection for Micro Aerial Vehicles using a Single Shot Detector

IEEE Latin America Transactions
2019-12 | Journal article
Contributors: Aldrich A. Cabrera-Ponce; Leticia Oyuki Rojas-Perez; Jesus Ariel Carrasco-Ochoa; Jose Francisco Martinez-Trinidad; Jose Martinez-Carranza
Source: check_circle
Crossref

A new algorithm for reduct computation based on gap elimination and attribute contribution

Information Sciences
2018 | Journal article
EID:

2-s2.0-85044863029

Contributors: Rodríguez-Diez, V.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Lazo-Cortés, M.S.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A review of conceptual clustering algorithms

Artificial Intelligence Review
2018 | Journal article
EID:

2-s2.0-85044383408

Contributors: Pérez-Suárez, A.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Accurate and fast prototype selection based on the notion of relevant and border prototypes

Journal of Intelligent and Fuzzy Systems
2018 | Journal article
EID:

2-s2.0-85055676723

Contributors: Olvera-López, J.A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85049321738

Contributors: Lazo-Cortés, M.S.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss

Expert Systems with Applications
2018 | Journal article
EID:

2-s2.0-85038010492

Contributors: Rodríguez-González, A.Y.; Lezama, F.; Iglesias-Alvarez, C.A.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; de Cote, E.M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Editorial

International Journal of Pattern Recognition and Artificial Intelligence
2018 | Journal article
EID:

2-s2.0-85030860562

Contributors: Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Ayala-Ramírez, V.; Olvera-López, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Extensions to AGraP Algorithm for Finding a Reduced Set of Inexact Graph Patterns

International Journal of Pattern Recognition and Artificial Intelligence
2018 | Journal article
EID:

2-s2.0-85029180990

Contributors: Flores-Garrido, M.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Image Clustering Based on Frequent Approximate Subgraph Mining

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85049357786

Contributors: Acosta-Mendoza, N.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Gago-Alonso, A.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Including Foreground and Background Information in Maya Hieroglyph Representation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85049315354

Contributors: Pinilla-Buitrago, L.A.; Carrasco-Ochoa, J.A.; Martinez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Mining generalized closed patterns from multi-graph collections

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85042215585

Contributors: Acosta-Mendoza, N.; Gago-Alonso, A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Multi-graph frequent approximate subgraph mining for image clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85057231290

Contributors: Acosta-Mendoza, N.; Carrasco-Ochoa, J.A.; Gago-Alonso, A.; Martínez-Trinidad, J.F.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85049310470

Contributors: Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Olvera-López, J.A.; Sarkar, S.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Ranking based unsupervised feature selection methods: An empirical comparative study in high dimensional datasets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85059967623

Contributors: Solorio-Fernández, S.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Revisiting two-stage feature selection based on coverage policies for text classification

Journal of Intelligent and Fuzzy Systems
2018 | Journal article
EID:

2-s2.0-85063481956

Contributors: Méndez-Molina, A.; Oña-García, A.L.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85049316046

Contributors: Rodríguez-Diez, V.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Lazo-Cortés, M.S.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach

Pattern Recognition
2017 | Journal article
EID:

2-s2.0-85027495467

Contributors: Solorio-Fernández, S.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A novel contrast pattern selection method for class imbalance problems

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85021222726

Contributors: Loyola-González, O.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; García-Borroto, M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

An algorithm for computing goldman fuzzy reducts

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85021234890

Contributors: Carrasco-Ochoa, J.A.; Lazo-Cortés, M.S.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Combining Techniques to Find the Number of Bins for Discretization

Proceedings - International Conference of the Chilean Computer Science Society, SCCC
2017 | Conference paper
EID:

2-s2.0-85011890537

Contributors: Álvarez-Carmona, M.A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Editorial

Intelligent Data Analysis
2017 | Journal article
EID:

2-s2.0-85021806500

Contributors: Famili, A.; Martinez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Olvera-Lopez, J.A.; Sossa-Azuela, J.H.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Evaluation of quality measures for contrast patterns by using unseen objects

Expert Systems with Applications
2017 | Journal article
EID:

2-s2.0-85018648581

Contributors: García-Borroto, M.; Loyola-González, O.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Extension of Canonical Adjacency Matrices for Frequent Approximate Subgraph Mining on Multi-Graph Collections

International Journal of Pattern Recognition and Artificial Intelligence
2017 | Journal article
EID:

2-s2.0-85019064240

Contributors: Acosta-Mendoza, N.; Gago-Alonso, A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Fast-BR vs. Fast-CT EXT: An empirical performance study

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85021245921

Contributors: Rodríguez-Diez, V.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Lazo-Cortés, M.S.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Image compression without loss using classifier 1-nn to adapt the coefficients of lifting filters,Compresión de imágenes sin pérdida usando clasificador 1-nn para adaptar los coeficientes de filtros lifting

Dyna (Spain)
2017 | Journal article
EID:

2-s2.0-85020031408

Contributors: Hernández-Bautista, I.; Pogrebnyak, O.; Carbajal-Hernández, J.-J.; Carrasco-Ochoa, J.-A.; Martínez-Trinidad, J.-F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Information Retrieval Based on a Query Document Using Maximal Frequent Sequences

Proceedings - International Conference of the Chilean Computer Science Society, SCCC
2017 | Conference paper
EID:

2-s2.0-85011915330

Contributors: Merlo-Galeazzi, R.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Olvera-López, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Linear model optimizer vs Neural Networks: A comparison for improving the quality and saving of LED-Lighting control systems

Proceedings - International Conference on Pattern Recognition
2017 | Conference paper
EID:

2-s2.0-85019103163

Contributors: Lobato-Rios, V.; Del Rocio Hernandez-Castanon, V.; Carrasco-Ochoa, J.A.; Martinez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

PBC4cip: A new contrast pattern-based classifier for class imbalance problems

Knowledge-Based Systems
2017 | Journal article
EID:

2-s2.0-84995975051

Contributors: Loyola-González, O.; Medina-Pérez, M.A.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Monroy, R.; García-Borroto, M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85021206895

Contributors: Carrasco-Ochoa, J.A.; Lazo-Cortés, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A glance to the goldman’s testors from the point of view of rough set theory

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84977550734

Contributors: Lazo-Cortés, M.S.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A Multiple Classifier System for fast an accurate learning in Neural Network context

CEUR Workshop Proceedings
2016 | Conference paper
EID:

2-s2.0-84987740932

Contributors: Romero, E.F.; Valdovinos, R.M.; Alejo, R.; Marcial-Romero, J.R.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A new algorithm for approximate pattern mining in multi-graph collections

Knowledge-Based Systems
2016 | Journal article
EID:

2-s2.0-84979695535

Contributors: Acosta-Mendoza, N.; Gago-Alonso, A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A new algorithm for computing reducts based on the binary discernibility matrix

Intelligent Data Analysis
2016 | Journal article
EID:

2-s2.0-84960964411

Contributors: Lazo-Cortés, M.S.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Diaz, G.S.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

A new hybrid filter–wrapper feature selection method for clustering based on ranking

Neurocomputing
2016 | Journal article
EID:

2-s2.0-84979747873

Contributors: Solorio-Fernández, S.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Detecting pneumatic failures on temporary immersion bioreactors

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84977528404

Contributors: Loyola-González, O.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Hernández-Tamayo, D.; García-Borroto, M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Editorial Special Issue MCPR 2014: Advances in pattern recognition methodologies and applications

Neurocomputing
2016 | Journal article
EID:

2-s2.0-84962690504

Contributors: Suen, C.Y.; Martinez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Olvera-Lopez, J.A.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Effect of class imbalance on quality measures for contrast patterns: An experimental study

Information Sciences
2016 | Journal article
EID:

2-s2.0-84988588956

Contributors: Loyola-González, O.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; García-Borroto, M.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Improving graph-based image classification by using emerging patterns as attributes

Engineering Applications of Artificial Intelligence
2016 | Journal article
EID:

2-s2.0-84960097817

Contributors: Acosta-Mendoza, N.; Gago-Alonso, A.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.; Medina-Pagola, J.E.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84977481125

Contributors: Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; Ayala-Ramírez, V.; Olvera-López, J.A.; Jiang, X.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier

SMOTE-D a deterministic version of SMOTE

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84977600144

Contributors: Torres, F.R.; Carrasco-Ochoa, J.A.; Martínez-Trinidad, J.F.
Source: Self-asserted source
Jesus Ariel Carrasco-Ochoa via Scopus - Elsevier
Items per page:
Page 1 of 4

Peer review (22 reviews for 7 publications/grants)

Review activity for Applied intelligence. (2)
Review activity for Applied soft computing. (1)
Review activity for Artificial intelligence review. (2)
Review activity for Information sciences. (6)
Review activity for Pattern analysis and applications. (4)
Review activity for Pattern recognition letters. (1)
Review activity for Pattern recognition. (6)