Knowledge Management System for Geosciences: An Approach to an Igneous Rocks Analysis Data Model. - David Maloof-Flores; Fernando Martínez-Reyes; J. Roberto López-Santillán; Ricardo Torres-Knight; Miguel Franco-Rubio (DEXA Workshops, 2015)

Custom Document Embeddings Via the Centroids Method: Gender Classification in an Author Profiling Task: Notebook for PAN at CLEF 2018. - J. Roberto López-Santillán; Luis Carlos González-Gurrola; Graciela Ramírez Alonso (CLEF (Working Notes), 2018)

UACh-INAOE at HASOC 2019: Detecting Aggressive Tweets by Incorporating Authors' Traits as Descriptors. - Marco Casavantes; Roberto López-Santillán; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (FIRE (Working Notes), 2019)

UACh at MEX-A3T 2019: Preliminary Results on Detecting Aggressive Tweets by Adding Author Information Via an Unsupervised Strategy. - Marco Casavantes; Roberto López-Santillán; Luis Carlos González-Gurrola (IberLEF@SEPLN, 2019)

UACh at MEX-A3T 2020: Detecting Aggressive Tweets by Incorporating Author and Message Context. - Marco Casavantes; Roberto López-Santillán; Luis Carlos González-Gurrola (IberLEF@SEPLN, 2020)

Richer Document Embeddings for Author Profiling tasks based on a heuristic search. - J. Roberto López-Santillán; Manuel Montes-y-Gómez; Luis Carlos González-Gurrola; Graciela Ramírez Alonso; Olanda Prieto-Ordaz (Inf. Process. Manag., 2020)

From neighbors to strengths - the k-strongest strengths (kSS) classification algorithm. - Juan Aguilera; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez; Roberto López-Santillán; Hugo Jair Escalante (Pattern Recognit. Lett., 2020)

OSLeD-wA: A One-Stage Lesion Detection Method with Attention Mechanisms. - Sebastián Rascón-Cervantes; Graciela Ramírez Alonso; Juan A. Ramirez-Quintana; Manuel Montes-y-Gómez; J. Roberto López-Santillán (MCPR, 2022)

A Wide & Deep Learning Approach for Covid-19 Tweet Classification. - Alberto Valdés-Chávez; J. Roberto López-Santillán; Luis Carlos González-Gurrola; Graciela Ramírez Alonso; Manuel Montes-y-Gómez (MCPR, 2022)

Few Shot Profiling of Cryptocurrency Influencers using Natural Language Inference & Large Language Models. - Emilio Villa-Cueva; Jorge Miguel Valles-Silva; Adrián Pastor López-Monroy; Fernando Sánchez-Vega; Jesus Roberto López-Santillán (CLEF (Working Notes), 2023)

A Cloud-Based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial Institution. - Javier Rodríguez López; Luis Escamilla; Roberto López-Santillán; Luis Fernando Gaxiola 001; Luis Carlos González-Gurrola (MCPR, 2023)

When attention is not enough to unveil a text's author profile: Enhancing a transformer with a wide branch. - Roberto López-Santillán; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez; Adrián Pastor López-Monroy (Neural Comput. Appl., 2023)

Automatic movie genre classification & emotion recognition via a BiProjection Multimodal Transformer. - Diego Aarón Moreno-Galván; Roberto López-Santillán; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez; Fernando Sánchez-Vega; Adrián Pastor López-Monroy (Inf. Fusion, 2025)

Toward an enhanced automatic medical report generator based on large transformer models. - Olanda Prieto-Ordaz; Graciela María de Jesús Ramírez Alonso; Manuel Montes-y-Gómez; Roberto López-Santillán (Neural Comput. Appl., 2025)