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

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