Security attack prediction based on user sentiment analysis of Twitter data. - Aldo Hernandez-Suarez; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez 002; Jesús Olivares; Karina Toscano; Mariko Nakano; Victor Martinez-Hernandez (ICIT, 2016)

Predicting political mood tendencies based on Twitter data. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Victor Martinez-Hernandez; Héctor M. Pérez Meana; Karina Toscano-Medina; Mariko Nakano; Victor Sanchez (IWBF, 2017)

Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Rocio Toscano-Medina; Victor Martinez-Hernandez; Jesus Olivares-Mercado; Héctor Pérez-Meana; Victor Sanchez (SoMeT, 2018)

A Web Scraping Methodology for Bypassing Twitter API Restrictions. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Victor Martinez-Hernandez; Victor Sanchez; Héctor Pérez-Meana (CoRR, 2018)

Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using ℓ1 Regularization. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Victor Martinez-Hernandez; Héctor M. Pérez Meana; Jesus Olivares-Mercado; Victor Sanchez (Sensors, 2018)

A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings. - Hugo Leonardo Duarte-Garcia; Carlos Domenick Morales-Medina; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor Pérez-Meana; Victor Sanchez (EuroS&P Workshops, 2019)

Automatic Malware Clustering using Word Embeddings and Unsupervised Learning. - Hugo Leonardo Duarte-Garcia; Alberto Cortez-Marquez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Karina Toscano-Medina; Aldo Hernandez-Suarez (IWBF, 2019)

An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques. - David Gonzalez-Cuautle; Uriel Yair Corral-Salinas; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Karina Toscano-Medina; Aldo Hernandez-Suarez (IWBF, 2019)

Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo; Victor Sanchez; Luis Javier García-Villalba (Sensors, 2019)

Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach. - Leonel Rosas-Arias; José Portillo-Portillo; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Sensors, 2019)

A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences. - Luis Brandon Garcia-Ortiz; Gabriel Sanchez-Perez; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Héctor Manuel Pérez Meana; José Portillo-Portillo (SoMeT, 2020)

Efficient Face Recognition System for Operating in Unconstrained Environments. - Alejandra Sarahi Sanchez-Moreno; Jesus Olivares-Mercado; Aldo Hernandez-Suarez; Karina Toscano-Medina; Gabriel Sanchez-Perez; Gibran Benitez-Garcia (J. Imaging, 2021)

A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT. - Carlos D. Morales-Molina; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor Pérez-Meana; Jesus Olivares-Mercado; José Portillo-Portillo; Victor Sanchez; Luis Javier García-Villalba (Sensors, 2021)

FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences. - José Portillo-Portillo; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Aldo Hernandez-Suarez; Jesus Olivares-Mercado; Héctor M. Pérez Meana; Pablo Velarde-Alvarado; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Entropy, 2022)

Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda Karina Toscano-Medina; Héctor Manuel Pérez Meana; José Portillo-Portillo; Jesus Olivares-Mercado (Future Internet, 2023)

ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning. - Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor M. Pérez Meana; Jesus Olivares-Mercado; José Portillo-Portillo; Gibran Benitez-Garcia; Ana Lucila Sandoval Orozco; Luis Javier García-Villalba (Sensors, 2023)

Transformation Approach for Safe Source Code Through the Application of a Large Language Model and Adaptation of a Generative Adversarial Network. - Aldo Hernandez-Suarez; Héctor Manuel Pérez Meana; Gabriel Sanchez-Perez; José Portillo-Portillo; Jesus Olivares-Mercado; Linda Karina Toscano-Medina (SoMeT, 2024)

Topic Modeling in the Darknet via Semi-Supervised Learning and Linguistic Transformers. - Aldo Hernandez-Suarez; Héctor Manuel Pérez Meana; Gabriel Sanchez-Perez; José Portillo-Portillo; Jesus Olivares-Mercado; Linda Karina Toscano-Medina (SoMeT, 2024)

Question-Answer Methodology for Vulnerable Source Code Review via Prototype-Based Model-Agnostic Meta-Learning. - Pablo Corona-Fraga; Aldo Hernandez-Suarez; Gabriel Sanchez-Perez; Linda Karina Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo; Jesus Olivares-Mercado; Luis Javier García-Villalba (Future Internet, 2025)