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Journal Articles
- 2023
[j8]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)- [j7]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
- [j6]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) - 2021
- [j5]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) - [j4]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) - 2019
- [j3]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) - [j2]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
- [j1]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)
Conference and Workshop Papers
- 2024
- [c9]Aldo Hernandez-Suarez, Héctor Manuel Pérez Meana, Gabriel Sanchez-Perez, José Portillo-Portillo, Jesus Olivares-Mercado, Linda Karina Toscano-Medina:
Transformation Approach for Safe Source Code Through the Application of a Large Language Model and Adaptation of a Generative Adversarial Network. SoMeT 2024: 137-150 - [c8]Aldo Hernandez-Suarez, Héctor Manuel Pérez Meana, Gabriel Sanchez-Perez, José Portillo-Portillo, Jesus Olivares-Mercado, Linda Karina Toscano-Medina:
Topic Modeling in the Darknet via Semi-Supervised Learning and Linguistic Transformers. SoMeT 2024: 351-364 - 2020
- [c7]Luis Brandon Garcia-Ortiz, Gabriel Sanchez-Perez, Aldo Hernandez-Suarez, Jesus Olivares-Mercado, Héctor Manuel Pérez Meana, José Portillo-Portillo:
A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences. SoMeT 2020: 65-75 - 2019
- [c6]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 - [c5]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 - [c4]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 - 2018
- [c3]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
- [c2]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 - 2016
- [c1]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
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
aka: Linda Karina Toscano-Medina
aka: Karina Toscano-Medina
aka: Karina Toscano
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