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Works (17)

Interpretable Classification of Tauopathies with a Convolutional Neural Network Pipeline Using Transfer Learning and Validation against Post-Mortem Clinical Cases of Alzheimer’s Disease and Progressive Supranuclear Palsy

Current Issues in Molecular Biology
2022-11-29 | Journal article
Contributors: Liliana Diaz-Gomez; Andres E. Gutierrez-Rodriguez; Alejandra Martinez-Maldonado; Jose Luna-Muñoz; Jose A. Cantoral-Ceballos; Miguel A. Ontiveros-Torres
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Motor Imagery Analysis from Extensive EEG Data Representations Using Convolutional Neural Networks

Sensors
2022-08-15 | Journal article
Contributors: Vicente A. Lomelin-Ibarra; Andres E. Gutierrez-Rodriguez; Jose A. Cantoral-Ceballos
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A Novel Automatic Quantification Protocol for Biomarkers of Tauopathies in the Hippocampus and Entorhinal Cortex of Post-Mortem Samples Using an Extended Semi-Siamese U-Net

Biology
2022-07-28 | Journal article
Contributors: Luis A. Campero-Garcia; Jose A. Cantoral-Ceballos; Alejandra Martinez-Maldonado; Jose Luna-Muñoz; Miguel A. Ontiveros-Torres; Andres E. Gutierrez-Rodriguez
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A General Framework Based on Machine Learning for Algorithm Selection in Constraint Satisfaction Problems

Applied Sciences
2021-03-18 | Journal article
Contributors: José C. Ortiz-Bayliss; Ivan Amaya; Jorge M. Cruz-Duarte; Andres E. Gutierrez-Rodriguez; Santiago E. Conant-Pablos; Hugo Terashima-Marín
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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
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Applying automatic heuristic-filtering to improve hyper-heuristic performance

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027839336

Contributors: Gutierrez-Rodriguez, A.E.; Ortiz-Bayliss, J.C.; Rosales-Perez, A.; Amaya-Contreras, I.M.; Conant-Pablos, S.E.; Terashima-Marin, H.; Coello, C.A.C.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Evolutionary multilabel hyper-heuristic design

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027834516

Contributors: Rosales-Perez, A.; Gutierrez-Rodriguez, A.E.; Ortiz-Bayliss, J.C.; Terashima-Marin, H.; Coello, C.A.C.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Improving hyper-heuristic performance through feature transformation

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
2017 | Conference paper
EID:

2-s2.0-85027886002

Contributors: Amaya, I.; Ortiz-Bayliss, J.C.; Gutierrez-Rodriguez, A.E.; Terashima-Marin, H.; Coello, C.A.C.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Mining patterns for clustering on numerical datasets using unsupervised decision trees

Knowledge-Based Systems
2015 | Journal article
EID:

2-s2.0-84928075625

Contributors: Gutierrez-Rodríguez, A.E.; Martínez-Trinidad, J.F.; García-Borroto, M.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Mining patterns for clustering using unsupervised decision trees

Intelligent Data Analysis
2015 | Journal article
EID:

2-s2.0-84947562218

Contributors: Gutierrez-Rodríguez, A.E.; Martínez-Trinidad, J.F.; García-Borroto, M.; Carrasco-Ochoa, J.A.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Introducing an experimental framework in C# for fingerprint recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84904880520

Contributors: Medina-Pérez, M.A.; Loyola-González, O.; Gutierrez-Rodríguez, A.E.; García-Borroto, M.; Altamirano-Robles, L.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Integrated criteria to identify the best treatment in plant biotechnology experiments

Acta Physiologiae Plantarum
2013 | Journal article
EID:

2-s2.0-84885952301

Contributors: Lorenzo, J.C.; Varela, M.; Hernández, M.; Gutiérrez, A.; Pérez, A.; Loyola-González, O.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Improving fingerprint verification using minutiae triplets

Sensors
2012 | Journal article
EID:

2-s2.0-84858976930

Contributors: Medina-Pérez, M.A.; García-Borroto, M.; Gutierrez-Rodríguez, A.E.; Altamirano-Robles, L.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Improving the multiple alignments strategy for fingerprint verification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
EID:

2-s2.0-84864260427

Contributors: Medina-Pérez, M.A.; García-Borroto, M.; Gutierrez-Rodríguez, A.E.; Altamirano-Robles, L.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Robust fingerprint verification using m-triplets

2011 International Conference on Hand-Based Biometrics, ICHB 2011 - Proceedings
2011 | Conference paper
EID:

2-s2.0-84555204805

Contributors: Medina-Pérez, M.A.; García-Borroto, M.; Gutierrez-Rodríguez, A.E.; Altamirano-Robles, L.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

New dissimilarity measures for ultraviolet spectra identification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78751564988

Contributors: Gutiérrez-Rodríguez, A.E.; Medina-Pérez, M.A.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; García-Borroto, M.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier

Improving fingerprint matching using an orientation-based minutia descriptor

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | Book
EID:

2-s2.0-78651254817

Contributors: Medina-Pérez, M.A.; Gutiérrez-Rodríguez, A.; García-Borroto, M.
Source: Self-asserted source
Andres Eduardo Gutierrez-Rodriguez via Scopus - Elsevier