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Himer Avila-George
PeerJ Author
340 Points

Contributions by role

Author 270
Preprint Author 70

Contributions by subject area

Food Science and Technology
Plant Science
Data Mining and Machine Learning
Spatial and Geographic Information Systems
Software Engineering
Agricultural Science
Computational Biology
Computational Science

Himer Avila-George

PeerJ Author

Summary

Himer Avila-George is with the Department of Computer Science & Engineering at the University of Guadalajara, Mexico. He is an IEEE senior member and a member of the Mexican Computer Academy (AMEXCOMP). Due to his career as a researcher, the Mexican Council of Science and Technology (CONACYT) has distinguished him as a member of the national system of researchers, rank 2. His research interests are related to the use of machine learning techniques to address multidisciplinary problems.

Agricultural Science Algorithms & Analysis of Algorithms Artificial Intelligence Computational Science Data Mining & Machine Learning Data Science Databases Distributed & Parallel Computing Software Engineering

Past or current institution affiliations

Universidad de Guadalajara

Work details

Full Professor

Universidad de Guadalajara
January 2018
Department of Computer Science and Engineering

University Chief Academic Officer

Tecnológico Nacional de México, ITS de Salvatierra
August 2012 - August 2014
Information and Communication Technologies
The main activities included: (a) The planning, organization, direction, control, and evaluation of the teaching and research activities of all the engineering programs offered in the ITS Salvatierra. (b) Prepare the annual operational program and the preliminary draft budget. (c) Manage and control the application of the plans and programs of study of the careers that are offered. (d) Promote and direct the development of improvement programs and update of the teaching staff. (e) Carry out pertinent studies to expand the academic programs offered in the ITS Salvatierra.

CONACYT researcher

Consejo Nacional de Ciencia y Tecnológica
September 2014 - December 2017
CICESE research center
Researcher in the area of computer science.

Identities

@GeorgeHimer

Websites

  • Google Scholar

PeerJ Contributions

  • Articles 2
  • Preprints 1
January 30, 2023
Discrimination of foreign bodies in quinoa (Chenopodium quinoa Willd.) grains using convolutional neural networks with a transfer learning approach
Himer Avila-George, Miguel De-la-Torre, Jorge Sánchez-Garcés, Joel Jerson Coaquira Quispe, Jose Manuel Prieto, Wilson Castro
https://doi.org/10.7717/peerj.14808 PubMed 36743959
May 13, 2022
An approach to fill in missing data from satellite imagery using data-intensive computing and DINEOF
José Roberto Lomelí-Huerta, Juan Pablo Rivera-Caicedo, Miguel De-la-Torre, Brenda Acevedo-Juárez, Jushiro Cepeda-Morales, Himer Avila-George
https://doi.org/10.7717/peerj-cs.979
February 14, 2019 - Version: 2
Using machine learning techniques and different color spaces for the classification of Cape gooseberry (Physalis peruviana L.) fruits according to ripeness level
Wilson Castro, Jimy Oblitas, Miguel De-la-Torre, Carlos Cotrina, Karen Bazán, Himer Avila-George
https://doi.org/10.7287/peerj.preprints.26691v2