A Growing Cell Neural Network Structure for Off-Line Signature Recognition. - Karina Toscano-Medina; Gabriel Sanchez-Perez; Mariko Nakano-Miyatake; Héctor M. Pérez Meana (IWANN (2), 2001)

Dynamics features Extraction for on-Line Signature verification. - Flor Ramírez Rioja; Mariko Nakano-Miyatake; Héctor M. Pérez Meana; Karina Toscano (CONIELECOMP, 2004)

Frequency-Based Fingerprint Recognition. - Gualberto Aguilar; Gabriel Sanchez 001; Karina Toscano; Héctor Pérez 001 (Handbook of Remote Biometrics, 2009)

Improving the eigenphase method for face recognition. - Jesus Olivares-Mercado; Kazuhiro Hotta; Haruhisa Takahashi; Mariko Nakano-Miyatake; Karina Toscano-Medina; Héctor Pérez-Meana (IEICE Electron. Express, 2009)

An Early Fire Detection Algorithm Using IP Cameras. - Leonardo Millán-García; Gabriel Sanchez-Perez; Mariko Nakano; Karina Toscano-Medina; Héctor M. Pérez Meana; Luis Rojas-Cardenas (Sensors, 2012)

Automatic visual features weights obtention for Content-Based Image Retrieval Systems. - Atoany N. Fierro-Radilla; Karina Toscano-Medina; Mariko Nakano-Miyatake; Héctor Pérez-Meana; Manuel Cedillo-Hernandez; Francisco J. García-Ugalde (CCE, 2015)

Application of a Face Recognition System Based on LBP on Android OS. - Marco Calderon-Lopez; Tadeo Torres-Gonzalez; Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Silvestre Garcia-Sanchez (MICAI (2), 2015)

Extraction System of Characters in Vehicular Plates. - Silvestre Garcia-Sanchez; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor M. Pérez Meana (MICAI (Special Sessions), 2015)

Face Recognition Under Bad Illumination Conditions. - Daniel Toledo de los Santos; Mariko Nakano-Miyatake; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana (SoMeT, 2015)

An inverse halftoning algorithm based on neural networks and UP(x) atomic function. - Fernando Pelcastre-Jimenez; Mariko Nakano-Miyatake; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Manuel Pérez Meana (TSP, 2015)

Face Recognition based Only on Eyes' Information and Local Binary Pattern. - Francisco Rosario-Verde; Joel Perez-Siles; Luis Aviles-Brito; Jesus Olivares-Mercado; Karina Toscano-Medina; Héctor Pérez-Meana (Res. Comput. Sci., 2015)

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)

View-Invariant Gait Recognition Using a Joint-DLDA Framework. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Jesús Olivares; Karina Toscano; Mariko Nakano (IEA/AIE, 2016)

Image-adaptive steganalysis for LSB Matching steganography. - Oswaldo Juarez-Sandoval; Manuel Cedillo-Hernandez; Mariko Nakano-Miyatake; Héctor Pérez-Meana; Karina Toscano-Medina (TSP, 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)

Compact image steganalysis for LSB-matching steganography. - Oswaldo Juarez-Sandoval; Manuel Cedillo-Hernandez; Gabriel Sanchez-Perez; Karina Toscano-Medina; Héctor Pérez-Meana; Mariko Nakano-Miyatake (IWBF, 2017)

Face recognition system for smartphone based on LBP. - Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Mariko Nakano-Miyatake (IWBF, 2017)

Motion detection by eigen-projections from incremental subspace learning. - José Portillo-Portillo; Héctor Pérez-Meana; Gabriel Sanchez-Perez; Karina Toscano-Medina; Mariko Nakano-Miyatake; Victor Sanchez-Silva (TSP, 2017)

A novel parallel multiplier using spiking neural P systems with dendritic delays. - Carlos Diaz; Thania Frias; Giovanny Sánchez; Héctor Pérez 002; Karina Toscano; Gonzalo Duchen-Sanchez (Neurocomputing, 2017)

Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor M. Pérez Meana; Jesus Olivares-Mercado; Karina Toscano-Medina; Mariko Nakano-Miyatake (Sensors, 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)

Change Detection for Video Sequences Based on Incremental Subspace Learning. - José Portillo-Portillo; Blas Hernandez-Sanabria; Héctor Pérez-Meana; Gabriel Sanchez-Perez; Karina Toscano-Medina; Jesus Olivares-Mercado; Mariko Nakano-Miyatake; Luis Carlos Castro-Madrid; Victor Sanchez-Silva (SoMeT, 2018)

A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis. - José Portillo-Portillo; Roberto Leyva; Victor Sanchez; Gabriel Sanchez-Perez; Héctor Pérez-Meana; Jesus Olivares-Mercado; Karina Toscano-Medina; Mariko Nakano-Miyatake (Appl. Intell., 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)

Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. - Jesus Olivares-Mercado; Karina Toscano-Medina; Gabriel Sanchez-Perez; José Portillo-Portillo; Héctor Pérez-Meana; Gibran Benitez-Garcia (IWBF, 2019)

A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance. - Leonel Rosas-Arias; Gabriel Sanchez-Perez; Linda K. Toscano-Medina; Héctor M. Pérez Meana; José Portillo-Portillo (IWBF, 2019)

CNN-Based Quality Assessment for Retinal Image Captured by Wide Field of View Non-Mydriatic Fundus Camera. - Gustavo Calderon-Auza; Anri Perez; Mariko Nakano; Karina Toscano; Hugo Quiroz; Héctor Pérez 001 (TSP, 2019)

A highly scalable parallel spike-based digital neuromorphic architecture for high-order fir filters using LMS adaptive algorithm. - Giovanny Sánchez; Carlos Diaz; Juan Gerardo Ávalos Ochoa; Luis Garcia 002; Angel Vazquez 001; Karina Toscano; Juan-Carlos Sanchez 001; Héctor M. Pérez Meana (Neurocomputing, 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)

Comparison of Face Detection and Recognition Algorithms in Real-Time Video. - Alejandra Sarahi Sanchez-Moreno; Héctor Manuel Pérez Meana; Jesus Olivares-Mercado; Gabriel Sanchez-Perez; Karina Toscano-Medina (SoMeT, 2020)

A compact neuromorphic architecture with dynamic routing to efficiently simulate the FXECAP-L algorithm for real-time active noise control. - Giovanny Sánchez; Juan-Gerardo Ávalos; Angel Vazquez 001; Luis Garcia 002; Thania Frias; Karina Toscano; Gonzalo Duchen-Sanchez; Héctor Pérez 002 (Appl. Soft Comput., 2020)

A Teleophthalmology Support System Based on the Visibility of Retinal Elements Using the CNNs. - Gustavo Calderon-Auza; Cesar Carrillo-Gomez; Mariko Nakano; Karina Toscano-Medina; Héctor M. Pérez Meana; Ana Gonzalez-H. Leon; Hugo Quiroz-Mercado (Sensors, 2020)

Fingerprint Recognition System Based on Bifurcation Minutiaes. - Alberto Antonio Vargas Mata; Jesus Olivares-Mercado; Linda Karina Toscano-Medina; Gabriel Sánchez-Pérez; Héctor Manuel Pérez Meana (SoMeT, 2021)

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)

A high-precision multi-arithmetic neural circuit for the efficient computation of the new filtered-X Kronecker product APL-NLMS algorithm applied to active noise control. - Angel Vazquez 001; Luis Garcia 002; Juan-Gerardo Ávalos; Giovanny Sánchez; Mariko Nakano; Karina Toscano; Juan-Carlos Sanchez 001 (Expert Syst. Appl., 2022)

A compact neuromorphic architecture with dynamic multiplexing to efficiently compute a nearest Kronecker product decomposition based RLS-NLMS algorithm for active noise control headphones. - Angel Vazquez 001; Luis Garcia 002; Karina Toscano; Juan-Carlos Sanchez 001; Gonzalo Isaac Duchen-Sánchez; Héctor Pérez 002; Juan-Gerardo Ávalos; Giovanny Sánchez (Neurocomputing, 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)

Frame-Level Deepfake Detection on Explicit Content with ID-Unaware Binary Classification. - Miguel Jimenez-Martinez; Gibran Benitez-Garcia; Linda Karina Toscano-Medina; Jesus Olivares-Mercado (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)