Machine Learning

ABOUT THE PROJECT

The group is interested in applying computer technology for solving national priority problems. Currently, we focus mainly on issues such as security, business intelligence, education, logistics and bioinformatics.


Research lines

• Informatics and computer security
• Big data
• Intelligent assistants and tutors
• Supply chains
• Network of sensors
• Computational models for prediction and identification of rare genetic variables, impostors, instructions, malicious software, infection and genomic patterns

Leader

Raúl Monroy Borja

Core researchers

Luis Ángel Trejo Rodríguez
Miguel Angel Medina Pérez
Miguel González Mendoza
Neil Hernández Gress

Adjunct researchers

Lourdes Muñoz Gómez
Moisés Alencastre Miranda

Distinguished researcher

José Emmanuel Ramírez Marquez (Stevens Institute of Technology)

RESEARCHERS AND STUDENTS

Postdoctoral researchers

Armando López Cuevas
Miguel Angel Medina Perez

Doctoral students

Alfredo Villagrán Olguín
Bárbara Cervantes González
José Benito Camiña Prado
César Jaime Montiel Moctezuma
David Escobar Castillejos
Eduardo Aguirre Bermúdez
Héctor Alberto Rueda Zárate
Héctor Manuel Sánchez Castellanos
Iván Adrián López Sánchez
Joanna Alvarado Uribe
Jorge Rodríguez Ruiz
Jorge Vázquez Islas
Julio Guillermo Arriaga Blumenkron
Mauricio Guevara Souza
Mauricio Martínez Medina
Octavio Navarro Hinojosa
Ricardo Coatzín Acevedo Avila
Ricardo Javier Cuevas Ascencio
Roberto Alejandro Cárdenas Ovando
Roberto Alonso Rodríguez
Rogelio Sebastián Ramírez Valenzuela
Víctor Hugo Ferman Landa

RECENT PUBLICATIONS
AUTHORS TITLE PUBLICATION
Camina J.B., Rodriguez J., Monroy R. Towards a masquerade detection system based on user’s tasks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2014
Camina J.B., Hernandez-Gracidas C., Monroy R., Trejo L. The Windows-Users and -Intruder simulations Logs dataset (WUIL): An experimental framework for masquerade detection mechanisms. Expert Systems with Applications. 2014
Valentin L., Murrieta-Cid R., Munoz-Gomez L., Lopez-Padilla R., Alencastre-Miranda M. Motion strategies for exploration and map building under uncertainty with multiple heterogeneous robots. Advanced Robotics, 2014.
Munoz-Gomez L., Alencastre-Miranda M., Lopez-Padilla R., Murrieta-Cid R. Exploration and map-building under uncertainty with multiple heterogeneous robots Proceedings - IEEE International Conference on Robotics and Automation. 2011
Batyrshin I., Gonzalez-Mendoza M. Methods and applications of artificial and computational intelligence. Expert Systems with Applications. 2014
De Lourdes Martínez-Villaseñor M., González-Mendoza M., Valle Enrichment of learner profile with ubiquitous user model interoperability. Computación y Sistemas. I.D.D.(2014)