A Genetic Algorithm for the Shortest Common Superstring Problem. - Luis Carlos González-Gurrola; Carlos A. Brizuela; Everardo Gutiérrez (IBERAMIA, 2004)

Sequencing by hybridization: an enhanced crossover operator for a hybrid genetic algorithm. - Carlos A. Brizuela; Luis Carlos González-Gurrola; Andrei Tchernykh; Denis Trystram (J. Heuristics, 2007)

The Citizen Road Watcher - Identifying Roadway Surface Disruptions Based on Accelerometer Patterns. - Luis Carlos González-Gurrola; Fernando Martínez-Reyes; Manuel Ricardo Carlos-Loya (UCAmI, 2013)

PChCT: A Tool to Monitor Child Whereabouts. - Fernando Martínez-Reyes; Luís A. Castro 001; Luis Carlos González-Gurrola (IWAAL, 2014)

Location and Activity Detection for Indoor Environments. - Fernando Martínez-Reyes; Luis Carlos González-Gurrola; Hector Valenzuela Estrada (MICAI (2), 2015)

A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions. - Mario Ezra Aragón; Manuel Ricardo Carlos; Luis Carlos González-Gurrola; Hugo Jair Escalante (ENC, 2016)

A Statistical Comparison of Objective Functions for the Vehicle Routing Problem with Route Balancing. - Jairo Lozano; Luis Carlos González-Gurrola; Eduardo Rodriguez-Tello; Philippe Lacomme (MICAI (Special Session), 2016)

UACH-INAOE participation at eRisk2017. - Alan Alexis Farias-Anzaldua; Manuel Montes-y-Gómez; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola (CLEF (Working Notes), 2017)

Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation. - Luis Carlos González-Gurrola; Ricardo Moreno; Hugo Jair Escalante; Fernando Martínez 002; Manuel Ricardo Carlos (IEEE Trans. Intell. Transp. Syst., 2017)

A New Weighted k-Nearest Neighbor Algorithm Based on Newton's Gravitational Force. - Juan Aguilera; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez; Paolo Rosso (CIARP, 2018)

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)

Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who. - Manuel Ricardo Carlos-Loya; Mario Ezra Aragón; Luis Carlos González-Gurrola; Hugo Jair Escalante; Fernando Martínez 002 (IEEE Trans. Intell. Transp. Syst., 2018)

An Evolutionary Approach to Build User Representations for Profiling of Bots and Humans in Twitter. - Jesus López-Santillán; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez; Graciela Ramírez Alonso; Olanda Prieto-Ordaz (CLEF (Working Notes), 2019)

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)

Detecting Depression in Social Media using Fine-Grained Emotions. - Mario Ezra Aragón; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (NAACL-HLT (1), 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)

Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection. - José Benito Camiña; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González; Luis Angel Pereyra Villanueva; Luis Carlos González-Gurrola (Mach. Vis. Appl., 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)

Attention to Emotions: Detecting Mental Disorders in Social Media. - Mario Ezra Aragón; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (TDS, 2020)

Exploring Convolutional Neural Networks Architectures for the Classification of Hand-Drawn Shapes in Learning Therapy Applications. - Dionisio Ruiz Vazquez; Graciela María de Jesús Ramírez Alonso; Luis Carlos González-Gurrola; Raymundo Cornejo Garcia; Fernando Martínez-Reyes (Computación y Sistemas, 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)

How Smartphone Accelerometers Reveal Aggressive Driving Behavior? - The Key is the Representation. - Manuel Ricardo Carlos; Luis Carlos González-Gurrola; Johan Wahlström; Graciela Ramírez Alonso; Fernando Martínez 002; George Runger (IEEE Trans. Intell. Transp. Syst., 2020)

Detecting Traces of Self-harm in Social Media: A Simple and Interpretable Approach. - Juan Aguilera; Delia Irazú Hernández Farías; Manuel Montes-y-Gómez; Luis Carlos González-Gurrola (MICAI (2), 2021)

Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data - Introducing a Second-Generation Inference Problem. - Manuel Ricardo Carlos; Luis Carlos González-Gurrola; Johan Wahlström; Raymundo Cornejo; Fernando Martínez 002 (IEEE Trans. Mob. Comput., 2021)

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)

Analysis of CNN Architectures for Human Action Recognition in Video. - David Silva; Alain Manzo-Martinez; Fernando Gaxiola 001; Luis Carlos González-Gurrola; Graciela Ramírez Alonso (Computación y Sistemas, 2022)

Approaching what and how people with mental disorders communicate in social media-Introducing a multi-channel representation. - Mario Ezra Aragón; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (Neural Comput. Appl., 2022)

Information fusion for mental disorders detection: multimodal BERT against fusioning multiple BERTs. - Mario Ezra Aragón; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (Proces. del Leng. Natural, 2022)

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)

Propitter: A Twitter Corpus for Computational Propaganda Detection. - Marco Casavantes; Manuel Montes-y-Gómez; Luis Carlos González-Gurrola; Alberto Barrón-Cedeño (MICAI (2), 2023)

PropaLTL at DIPROMATS: Incorporating Contextual Features with BERT's Auxiliary Input for Propaganda Detection on Tweets. - Marco Casavantes; Manuel Montes-y-Gómez; Delia Irazú Hernández Farías; Luis Carlos González-Gurrola; Alberto Barrón-Cedeño (IberLEF@SEPLN, 2023)

Smartphone-Based CO2e Emission Estimation Using Transportation Mode Classification. - Orla Brimacombe; Luis Carlos González-Gurrola; Johan Wahlström (IEEE Access, 2023)

A Minimal Gated Multi-Modal Unit for Sensor Fusion in Insurance Telematics. - Aarón H. Narváez; Luis Carlos González-Gurrola; Johan Wahlström; Adrián Pastor López-Monroy; Fernando Martínez-Reyes (IEEE Access, 2023)

Detecting Mental Disorders in Social Media Through Emotional Patterns - The Case of Anorexia and Depression. - Mario Ezra Aragón; Adrián Pastor López-Monroy; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (IEEE Trans. Affect. Comput., 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)

Leveraging posts' and authors' metadata to spot several forms of abusive comments in Twitter. - Marco Casavantes; Mario Ezra Aragón; Luis Carlos González-Gurrola; Manuel Montes-y-Gómez (J. Intell. Inf. Syst., 2023)

PropaLTL at DIPROMATS 2024: Cross-lingual Data Augmentation for Propaganda Detection on Tweets. - Marco Casavantes; Manuel Montes-y-Gómez; Delia Irazú Hernández Farías; Luis Carlos González-Gurrola; Alberto Barrón-Cedeño (IberLEF@SEPLN, 2024)

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)

PropitterX: a Twitter-based propaganda corpus extended with multiple contextual features. - Marco Casavantes; Manuel Montes-y-Gómez; Delia Irazú Hernández Farías; Luis Carlos González-Gurrola; Alberto Barrón-Cedeño (Lang. Resour. Evaluation, 2025)