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Journal Articles
- 2023
[j19]Aldo Hernandez-Suarez
, Gabriel Sanchez-Perez, Linda Karina Toscano-Medina, Héctor Manuel Pérez Meana, José Portillo-Portillo, Jesus Olivares-Mercado:
Methodological Approach for Identifying Websites with Infringing Content via Text Transformers and Dense Neural Networks. Future Internet 15(12): 397 (2023)- [j18]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:
ReinforSec: An Automatic Generator of Synthetic Malware Samples and Denial-of-Service Attacks through Reinforcement Learning. Sensors 23(3): 1231 (2023) - 2022
- [j17]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:
FASSVid: Fast and Accurate Semantic Segmentation for Video Sequences. Entropy 24(7): 942 (2022) - [j16]Angel Vazquez, Luis Garcia, Juan-Gerardo Ávalos, Giovanny Sánchez, Mariko Nakano, Karina Toscano, Juan-Carlos Sanchez:
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. Expert Syst. Appl. 191: 116255 (2022) - [j15]Angel Vazquez, Luis Garcia, Karina Toscano, Juan-Carlos Sanchez, Gonzalo Isaac Duchen-Sánchez, Héctor Pérez, Juan-Gerardo Ávalos, Giovanny Sánchez:
A compact neuromorphic architecture with dynamic multiplexing to efficiently compute a nearest Kronecker product decomposition based RLS-NLMS algorithm for active noise control headphones. Neurocomputing 503: 1-16 (2022) - 2021
- [j14]Alejandra Sarahi Sanchez-Moreno, Jesus Olivares-Mercado, Aldo Hernandez-Suarez, Karina Toscano-Medina, Gabriel Sanchez-Perez, Gibran Benitez-Garcia:
Efficient Face Recognition System for Operating in Unconstrained Environments. J. Imaging 7(9): 161 (2021) - [j13]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:
A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT. Sensors 21(9): 3173 (2021) - 2020
- [j12]Giovanny Sánchez, Juan-Gerardo Ávalos, Angel Vazquez, Luis Garcia, Thania Frias, Karina Toscano, Gonzalo Duchen-Sanchez, Héctor Pérez:
A compact neuromorphic architecture with dynamic routing to efficiently simulate the FXECAP-L algorithm for real-time active noise control. Appl. Soft Comput. 91: 106233 (2020) - [j11]Gustavo Calderon-Auza, Cesar Carrillo-Gomez, Mariko Nakano, Karina Toscano-Medina, Héctor M. Pérez Meana, Ana Gonzalez-H. Leon, Hugo Quiroz-Mercado:
A Teleophthalmology Support System Based on the Visibility of Retinal Elements Using the CNNs. Sensors 20(10): 2838 (2020) - 2019
- [j10]Giovanny Sánchez, Carlos Diaz, Juan Gerardo Ávalos Ochoa, Luis Garcia, Angel Vazquez, Karina Toscano, Juan-Carlos Sanchez, Héctor M. Pérez Meana:
A highly scalable parallel spike-based digital neuromorphic architecture for high-order fir filters using LMS adaptive algorithm. Neurocomputing 330: 425-436 (2019) - [j9]Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo, Victor Sanchez, Luis Javier García-Villalba:
Using Twitter Data to Monitor Natural Disaster Social Dynamics: A Recurrent Neural Network Approach with Word Embeddings and Kernel Density Estimation. Sensors 19(7): 1746 (2019) - [j8]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:
Vehicle Counting in Video Sequences: An Incremental Subspace Learning Approach. Sensors 19(13): 2848 (2019) - 2018
- [j7]José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake:
A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis. Appl. Intell. 48(5): 1200-1217 (2018) - [j6]Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Victor Sanchez:
Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using ℓ1 Regularization. Sensors 18(5): 1380 (2018) - 2017
- [j5]Carlos Diaz, Thania Frias, Giovanny Sánchez, Héctor Pérez, Karina Toscano, Gonzalo Duchen-Sanchez:
A novel parallel multiplier using spiking neural P systems with dendritic delays. Neurocomputing 239: 113-121 (2017) - [j4]José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor M. Pérez Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake:
Cross View Gait Recognition Using Joint-Direct Linear Discriminant Analysis. Sensors 17(1): 6 (2017) - 2015
- [j3]Francisco Rosario-Verde, Joel Perez-Siles, Luis Aviles-Brito, Jesus Olivares-Mercado, Karina Toscano-Medina, Héctor Pérez-Meana:
Face Recognition based Only on Eyes' Information and Local Binary Pattern. Res. Comput. Sci. 102: 41-50 (2015) - 2012
- [j2]Leonardo Millán-García, Gabriel Sanchez-Perez, Mariko Nakano, Karina Toscano-Medina, Héctor M. Pérez Meana, Luis Rojas-Cardenas:
An Early Fire Detection Algorithm Using IP Cameras. Sensors 12(5): 5670-5686 (2012) - 2009
- [j1]Jesus Olivares-Mercado, Kazuhiro Hotta, Haruhisa Takahashi, Mariko Nakano-Miyatake, Karina Toscano-Medina, Héctor Pérez-Meana:
Improving the eigenphase method for face recognition. IEICE Electron. Express 6(15): 1112-1117 (2009)
Conference and Workshop Papers
- 2021
- [c24]Alberto Antonio Vargas Mata, Jesus Olivares-Mercado, Linda Karina Toscano-Medina, Gabriel Sánchez-Pérez, Héctor Manuel Pérez Meana:
Fingerprint Recognition System Based on Bifurcation Minutiaes. SoMeT 2021: 660-673 - 2020
- [c23]Alejandra Sarahi Sanchez-Moreno, Héctor Manuel Pérez Meana, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina:
Comparison of Face Detection and Recognition Algorithms in Real-Time Video. SoMeT 2020: 209-220 - 2019
- [c22]Hugo Leonardo Duarte-Garcia, Carlos Domenick Morales-Medina, Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Victor Sanchez:
A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings. EuroS&P Workshops 2019: 238-246 - [c21]Hugo Leonardo Duarte-Garcia, Alberto Cortez-Marquez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez:
Automatic Malware Clustering using Word Embeddings and Unsupervised Learning. IWBF 2019: 1-6 - [c20]David Gonzalez-Cuautle, Uriel Yair Corral-Salinas, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Karina Toscano-Medina, Aldo Hernandez-Suarez:
An Efficient Botnet Detection Methodology using Hyper-parameter Optimization Trough Grid-Search Techniques. IWBF 2019: 1-6 - [c19]Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, José Portillo-Portillo, Héctor Pérez-Meana, Gibran Benitez-Garcia:
Analysis of hand-crafted and learned feature extraction methods for real-time facial expression recognition. IWBF 2019: 1-6 - [c18]Leonel Rosas-Arias, Gabriel Sanchez-Perez, Linda K. Toscano-Medina, Héctor M. Pérez Meana, José Portillo-Portillo:
A Graphical User Interface for Fast Evaluation and Testing of Machine Learning Models Performance. IWBF 2019: 1-5 - [c17]Gustavo Calderon-Auza, Anri Perez, Mariko Nakano, Karina Toscano, Hugo Quiroz, Héctor Pérez:
CNN-Based Quality Assessment for Retinal Image Captured by Wide Field of View Non-Mydriatic Fundus Camera. TSP 2019: 282-285 - 2018
- [c16]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:
Change Detection for Video Sequences Based on Incremental Subspace Learning. SoMeT 2018: 71-84 - [c15]Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Rocio Toscano-Medina, Victor Martinez-Hernandez, Jesus Olivares-Mercado, Héctor Pérez-Meana, Victor Sanchez:
Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions. SoMeT 2018: 453-462 - 2017
- [c14]Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Victor Martinez-Hernandez, Héctor M. Pérez Meana, Karina Toscano-Medina, Mariko Nakano, Victor Sanchez:
Predicting political mood tendencies based on Twitter data. IWBF 2017: 1-6 - [c13]Oswaldo Juarez-Sandoval, Manuel Cedillo-Hernandez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor Pérez-Meana, Mariko Nakano-Miyatake:
Compact image steganalysis for LSB-matching steganography. IWBF 2017: 1-6 - [c12]Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Mariko Nakano-Miyatake:
Face recognition system for smartphone based on LBP. IWBF 2017: 1-6 - [c11]José Portillo-Portillo, Héctor Pérez-Meana, Gabriel Sanchez-Perez, Karina Toscano-Medina, Mariko Nakano-Miyatake, Victor Sanchez-Silva:
Motion detection by eigen-projections from incremental subspace learning. TSP 2017: 567-572 - 2016
- [c10]Aldo Hernandez-Suarez, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez, Jesús Olivares, Karina Toscano, Mariko Nakano, Victor Martinez-Hernandez:
Security attack prediction based on user sentiment analysis of Twitter data. ICIT 2016: 610-617 - [c9]José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesús Olivares, Karina Toscano, Mariko Nakano:
View-Invariant Gait Recognition Using a Joint-DLDA Framework. IEA/AIE 2016: 398-408 - [c8]Oswaldo Juarez-Sandoval, Manuel Cedillo-Hernandez, Mariko Nakano-Miyatake, Héctor Pérez-Meana, Karina Toscano-Medina:
Image-adaptive steganalysis for LSB Matching steganography. TSP 2016: 478-483 - 2015
- [c7]Atoany N. Fierro-Radilla, Karina Toscano-Medina, Mariko Nakano-Miyatake, Héctor Pérez-Meana, Manuel Cedillo-Hernandez, Francisco J. García-Ugalde:
Automatic visual features weights obtention for Content-Based Image Retrieval Systems. CCE 2015: 1-5 - [c6]Silvestre Garcia-Sanchez, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Karina Toscano-Medina, Héctor M. Pérez Meana:
Extraction System of Characters in Vehicular Plates. MICAI (Special Sessions) 2015: 46-51 - [c5]Marco Calderon-Lopez, Tadeo Torres-Gonzalez, Jesus Olivares-Mercado, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Silvestre Garcia-Sanchez:
Application of a Face Recognition System Based on LBP on Android OS. MICAI (2) 2015: 362-370 - [c4]Daniel Toledo de los Santos, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Pérez-Meana:
Face Recognition Under Bad Illumination Conditions. SoMeT 2015: 506-516 - [c3]Fernando Pelcastre-Jimenez, Mariko Nakano-Miyatake, Karina Toscano-Medina, Gabriel Sanchez-Perez, Héctor Manuel Pérez Meana:
An inverse halftoning algorithm based on neural networks and UP(x) atomic function. TSP 2015: 523-527 - 2004
- [c2]Flor Ramírez Rioja, Mariko Nakano-Miyatake, Héctor M. Pérez Meana, Karina Toscano:
Dynamics features Extraction for on-Line Signature verification. CONIELECOMP 2004: 156-161 - 2001
- [c1]Karina Toscano-Medina, Gabriel Sanchez-Perez, Mariko Nakano-Miyatake, Héctor M. Pérez Meana:
A Growing Cell Neural Network Structure for Off-Line Signature Recognition. IWANN (2) 2001: 192-199
Parts in Books or Collections
- 2009
- [p1]Gualberto Aguilar, Gabriel Sanchez, Karina Toscano, Héctor Pérez:
Frequency-Based Fingerprint Recognition. Handbook of Remote Biometrics 2009: 363-374
Informal and Other Publications
- 2018
- [i1]Aldo Hernandez-Suarez, Gabriel Sanchez-Perez, Karina Toscano-Medina, Victor Martinez-Hernandez, Victor Sanchez, Héctor Pérez-Meana:
A Web Scraping Methodology for Bypassing Twitter API Restrictions. CoRR abs/1803.09875 (2018)
Coauthor Index
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