Evaluation of Classification Methods for EEG Signals in Older Adults for Right-Hand Motor Imagery Movements (2026). Ivan Carrillo, Victoria Meza-Kubo, and Luis Pellegrin. Revista Mexicana de Ingeniería Biomédica. Accepted.

Oxygen-Driven Stabilization and Electrostatic Asymmetry in Janus Mo- and W-Based Transition Metal Dichalcogenide Nanotriangular Quantum Dots (2026). Jair Othoniel Dominguez Godinez, Raul Eduardo Santoy Flores, José Israel Paez Ornelas, Rodrigo Ponce Pérez, Luis Pellegrin, Do Minh Hoat, and Jonathan Guerrero Sanchez. ACS Omega. doi > 10.1021/acsomega.6c00678

Fast assessment of debris in osprey Pandion haliaetus nests using deep learning-based image segmentation (2026). R. Daniel Verdugo-Siqueiros, Luis Pellegrin, Hillary Pérez-Hernández, José Ángel González-Fraga. Multimedia Tools and Applications. doi > 10.1007/s11042-026-21248-z

Data Augmentation and Adversary Attack on Limit Resources Text Classification (2024). Fernando Sánchez-Vega, A. Pastor López-Monroy, Antonio Balderas-Paredes, Luis Pellegrin, Alejandro Rosales-Pérez. Multimedia Tools and Applications. doi > 10.1007/s11042-024-19123-w

Classifying the Mexican epidemiological semaphore colour from the Covid-19 text Spanish news (2022). Miguel A. Álvarez-Carmona, Ramón Aranda, Ansel Y. Rodríguez-González, Luis Pellegrin, Carlos Hugo. Journal of Information Science. doi > 10.1177/01655515221100952

Automatic Cyberbullying Detection: a Mexican case in High School and Higher Education students (2022). Karla Ivette Arce-Ruelas, Omar Alvarez-Xochihua, Luis Pellegrin, Liliana Cardoza-Avendaño, José Ángel González-Fraga. IEEE Latin America Transactions 20(5), 770-779. doi > 10.1109/TLA.2022.9693561

Desert bighorn sheep (Ovis canadensis) recognition from camera traps based on learned features (2021). Manuel Vargas-Felipe, Luis Pellegrin, Aldo A. Guevara-Carrizales, A. Pastor López-Monroy, Hugo Jair Escalante, Jose Gonzalez-Fraga. Ecological Informatics 64. doi > 10.1016/j.ecoinf.2021.101328  . 

Recognition of facial expressions based on CNN features (2020). Sonia M. González-Lozoya, Jorge de la Calleja, Luis Pellegrin, Hugo Jair Escalante, Ma. Auxilio Medina, and Antonio Benitez-Ruiz. Multimedia Tools and Applications, doi > 10.1007/s11042-020-08681-4 

Towards Depth Estimation in a Single Aerial Image (2020). Luis Pellegrin, and José Martínez-Carranza. International Journal of Remote Sensing 41(5), pp. 1970-1985. doi > 10.1080/01431161.2019.1681601

Image Annotation as Text-Image Matching: Challenge Design and Results (2019). Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andres Eduardo Gutiérrez-Rodríguez, Eric S Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A Reyes-García, Eduardo Morales, and Hugo Jair Escalante. Computación y Sistemas, Vol. 23, No. 4, 2019, pp. 1305-1321, doi > 10.13053/CyS-23-4-3207.

Chained ensemble classifier for image annotation (2019). Heidy M. Marin-Castro, Jaciel D. Hernandez-Resendiz, Hugo J. Escalante-Balderas, Luis Pellegrin, and Edgar Tello-Leal. Multimedia Tools and Applications 78 (18), pp 26263–26285. doi > 10.1007/s11042-019-07815-7

Exploiting Label Semantic Relatedness for Unsupervised Image Annotation with Large Free Vocabularies (2019). Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, and Fabio A. González. Multimedia Tools and Applications 78(14), pp. 19641-19662. doi > 10.1007/s11042-019-7357-2

A Visual Approach for Age and Gender Identification on Twitter (2018). Miguel A. Álvarez-Carmona, Luis Pellegrin, Manuel Montes-y-Gómez, Fernando Sánchez-Vega, Hugo Jair Escalante, A. Pastor López-Monroy, Luis Villaseñor-Pineda, and Esaú Villatoro-Tello. Journal of Intelligent & Fuzzy Systems (JIFS), vol. 34, no. 5, pp. 3133-3145. doi > 10.3233/JIFS-169497

Local and Global Approaches for Unsupervised Image Annotation (2017). Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, and Fabio A. González. Multimedia Tools and Applications 76(15), pp. 16389-16414. doi > 10.1007/s11042-016-3918-9

Classifying Motor Imagery Actions in Electroencephalogram Signals of Older Adults Using Artificial Neural Networks (2024), Ivan Carrillo-Rodríguez, Victoria Meza-Kubo and Luis Pellegrin. In Avances en Interacción Humano-Computadora 9 (1), 196-202. doi>  10.47756/aihc.y9i1.167

Effects of Preprocessing on Microscopic Images for the Giardia lamblia Detection (2024), Alberto García-Ochoa and Luis Pellegrin. CORE 2024

Overview of the 2017 RedICA Text-Image Matching (RICATIM) Challenge (2017), Luis Pellegrin, Hugo Jair Escalante, Alicia Morales, Eduardo F. Morales, and Carlos A. Reyes-García. In: 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2017), special session: Vision and Language.

A Flexible Framework for the Evaluation of Unsupervised Image Annotation (2017), Luis Pellegrin, Hugo Jair Escalante, Manuel Montes-y-Gómez, Mauricio Villegas, and Fabio A. González. In: 22nd Iberoamerican Congress on Pattern Recognition.

A Two-Step Retrieval Method for Image Captioning (2016), Luis Pellegrin, Jorge Vanegas, John Arevalo, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, and Fabio A. González. In: Proceedings of the Seventh Conference and Labs of the Evaluation Forum (CLEF) 2016, Springer International Publishing, LNCS Vol. 9822, pp. 150-161.

Evaluating Term-Expansion for Unsupervised Image Annotation (2014), Luis Pellegrin, Hugo Jair Escalante, and Manuel Montes-y-Gómez. In: Proceedings of the 13th Mexican International Conference on Artificial Intelligence (MICAI) 2014, Springer International Publishing, LNCS Vol. 8856, pp. 151-162.

INAOE’s participation at ImageCLEF 2016: Text Illustration Task (2016), Luis Pellegrin, A. Pastor López-Monroy, Hugo Jair Escalante, and Manuel Montes-y-Gómez. In: CLEF16 Working Notes.

INAOE-UNAL at ImageCLEF 2015: Scalable Concept Image Annotation (2015), Luis Pellegrin, Jorge Vanegas, John Arevalo, Viviana Beltrán, Hugo Jair Escalante, Manuel Montes-y-Gómez, and Fabio A. González. In: CLEF15 Working Notes.

La Inteligencia Artificial y la Educación Superior (2019). Juan Carlos Ortega Guerrero, Luis Pellegrin. ANUIES Colección Temas de Hoy 41. ISBN 978-607-451-150-5