| Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation A Hernandez-Suarez, G Sanchez-Perez, K Toscano-Medina, ... Sensors 19 (7), 1746, 2019 | 86 | 2019 |
| Social Sentiment Sensor in Twitter for Predicting Cyber-Attacks Using ℓ1 Regularization A Hernandez-Suarez, G Sanchez-Perez, K Toscano-Medina, ... Sensors 18 (5), 1380, 2018 | 80 | 2018 |
| Synthetic minority oversampling technique for optimizing classification tasks in botnet and intrusion-detection-system datasets D Gonzalez-Cuautle, A Hernandez-Suarez, G Sanchez-Perez, ... Applied Sciences 10 (3), 794, 2020 | 68 | 2020 |
| A web scraping methodology for bypassing twitter API restrictions A Hernandez-Suarez, G Sanchez-Perez, K Toscano-Medina, ... arXiv preprint arXiv:1803.09875, 2018 | 54 | 2018 |
| Security attack prediction based on user sentiment analysis of Twitter data A Hernández, V Sanchez, G Sánchez, H Pérez, J Olivares, K Toscano, ... 2016 IEEE international conference on industrial technology (ICIT), 610-617, 2016 | 51 | 2016 |
| Efficient face recognition system for operating in unconstrained environments AS Sanchez-Moreno, J Olivares-Mercado, A Hernandez-Suarez, ... Journal of Imaging 7 (9), 161, 2021 | 30 | 2021 |
| Methodology for malware classification using a random forest classifier CD Morales-Molina, D Santamaria-Guerrero, G Sanchez-Perez, ... 2018 IEEE International Autumn Meeting on Power, Electronics and Computing …, 2018 | 30 | 2018 |
| A dense neural network approach for detecting clone id attacks on the rpl protocol of the iot CD Morales-Molina, A Hernandez-Suarez, G Sanchez-Perez, ... Sensors 21 (9), 3173, 2021 | 20 | 2021 |
| Predicting political mood tendencies based on Twitter data A Hernandez-Suarez, G Sanchez-Perez, V Martinez-Hernandez, ... 2017 5th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2017 | 20 | 2017 |
| Vehicle counting in video sequences: An incremental subspace learning approach L Rosas-Arias, J Portillo-Portillo, A Hernandez-Suarez, ... Sensors 19 (13), 2848, 2019 | 18 | 2019 |
| Early fire detection on video using LBP and spread ascending of smoke J Olivares-Mercado, K Toscano-Medina, G Sánchez-Perez, ... Sustainability 11 (12), 3261, 2019 | 18 | 2019 |
| Detecting cryptojacking web threats: An approach with autoencoders and deep dense neural networks A Hernandez-Suarez, G Sanchez-Perez, LK Toscano-Medina, ... Applied Sciences 12 (7), 3234, 2022 | 17 | 2022 |
| A semi-supervised learning methodology for malware categorization using weighted word embeddings HL Duarte-Garcia, CD Morales-Medina, A Hernandez-Suarez, ... 2019 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2019 | 14 | 2019 |
| Automatic malware clustering using word embeddings and unsupervised learning HL Duarte-Garcia, A Cortez-Marquez, G Sanchez-Perez, H Perez-Meana, ... 2019 7th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2019 | 7 | 2019 |
| Sensing earthquake disaster information: a named entity recognition approach using twitter collaborative data A Hernandez-Suarez, G Sanchez-Perez, K Toscano-Medina, ... Preprints, 2018 | 7 | 2018 |
| An efficient botnet detection methodology using hyper-parameter optimization trough grid-search techniques D Gonzalez-Cuautle, UY Corral-Salinas, G Sanchez-Perez, ... 2019 7th International Workshop on Biometrics and Forensics (IWBF), 1-6, 2019 | 6 | 2019 |
| ReinforSec: an automatic generator of synthetic malware samples and denial-of-service attacks through reinforcement learning A Hernandez-Suarez, G Sanchez-Perez, LK Toscano-Medina, ... Sensors 23 (3), 1231, 2023 | 3 | 2023 |
| FASSD-net model for person semantic segmentation LB Garcia-Ortiz, J Portillo-Portillo, A Hernandez-Suarez, ... Electronics 10 (12), 1393, 2021 | 2 | 2021 |
| A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences JPP Luis Brandon Garcia-Ortiz, Gabriel Sanchez-Perez, Aldo Hernandez-Suarez ... Frontiers in Artificial Intelligence and Applications 327, 65 - 75, 2020 | 2* | 2020 |
| Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions. A Hernandez-Suarez, G Sanchez-Perez, K Toscano-Medina, ... SoMeT, 453-462, 2018 | 2 | 2018 |
Gabriel Sanchez PerezInstituto Politecnico NacionalE-mail confirmado em ipn.mx
