Auto-adaptive parallel SOM architecture with a modular analysis for dynamic object segmentation in videos G Ramírez-Alonso, MI Chacón-Murguía Neurocomputing 175, 990-1000, 2016 | 71 | 2016 |
How smartphone accelerometers reveal aggressive driving behavior?—The key is the representation MR Carlos, LC González, J Wahlström, G Ramírez, F Martínez, G Runger IEEE Transactions on Intelligent Transportation Systems 21 (8), 3377-3387, 2019 | 54 | 2019 |
A genetic programming approach for driving score calculation in the context of intelligent transportation systems JR López, LC González, J Wahlström, MM y Gómez, L Trujillo, ... IEEE Sensors Journal 18 (17), 7183-7192, 2018 | 26 | 2018 |
Temporal weighted learning model for background estimation with an automatic re-initialization stage and adaptive parameters update G Ramirez-Alonso, JA Ramirez-Quintana, MI Chacon-Murguia Pattern Recognition Letters 96, 34-44, 2017 | 26 | 2017 |
Wood defects classification using a SOM/FFP approach with minimum dimension feature vector MI Chacon, GR Alonso International Symposium on Neural Networks, 1105-1110, 2006 | 23 | 2006 |
Richer document embeddings for author profiling tasks based on a heuristic search R López-Santillán, M Montes-Y-Gómez, LC González-Gurrola, ... Information Processing & Management 57 (4), 102227, 2020 | 21 | 2020 |
Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions MI Chacon-Murguía, G Ramirez-Alonso, S Gonzalez-Duarte The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 16 | 2013 |
Fuzzy-neural self-adapting background modeling with automatic motion analysis for dynamic object detection MI Chacon-Murguia, G Ramirez-Alonso Applied Soft Computing 36, 570-577, 2015 | 14 | 2015 |
Object detection in video sequences by a temporal modular self-adaptive SOM G Ramirez-Alonso, MI Chacon-Murguia Neural Computing and Applications 27, 411-430, 2016 | 13 | 2016 |
Clasificación de defectos en madera utilizando redes neuronales artificiales GMJ Ramírez Alonso, MI Chacón Murguía Computación y Sistemas 9 (1), 17-27, 2005 | 13 | 2005 |
A Fuzzy Clustering Approach for Face Recognition Based on Face Feature Lines and Eigenvectors. MI Chacon M, P Rivas P, G Ramirez A Engineering Letters 15 (1), 2007 | 10 | 2007 |
A novel instrument to compare dynamic object detection algorithms MI Chacon-Murguia, A Guzman-Pando, G Ramirez-Alonso, ... Image and Vision Computing 88, 19-28, 2019 | 9 | 2019 |
A novel deep capsule neural network for vowel imagery patterns from EEG signals JA Ramirez-Quintana, JM Macias-Macias, G Ramirez-Alonso, ... Biomedical Signal Processing and Control 81, 104500, 2023 | 8 | 2023 |
A prototypical network for few-shot recognition of speech imagery data A Hernandez-Galvan, G Ramirez-Alonso, J Ramirez-Quintana Biomedical Signal Processing and Control 86, 105154, 2023 | 7 | 2023 |
Medical report generation through radiology images: an Overview G Ramirez-Alonso, O Prieto-Ordaz, R López-Santillan, ... IEEE Latin America Transactions 20 (6), 986-999, 2022 | 7 | 2022 |
Evaluation of the background modeling method auto-adaptive parallel neural network architecture in the sbmnet dataset MI Chacon-Murguia, JA Ramirez-Quintana, G Ramirez-Alonso 2016 23rd International Conference on Pattern Recognition (ICPR), 137-142, 2016 | 7 | 2016 |
Exploring convolutional neural networks architectures for the classification of hand-drawn shapes in learning therapy applications D Ruiz Vazquez, G Ramírez Alonso, LC González Gurrola, ... Computación y Sistemas 24 (4), 1483-1497, 2020 | 6 | 2020 |
Deep learning algorithms applied to computational chemistry A Guzman-Pando, G Ramirez-Alonso, C Arzate-Quintana, ... Molecular Diversity 28 (4), 2375-2410, 2024 | 5 | 2024 |
Analysis of CNN architectures for human action recognition in video D Silva, A Manzo-Martínez, F Gaxiola, L Gonzalez-Gurrola, ... Computación y Sistemas 26 (2), 623-641, 2022 | 5 | 2022 |
Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping JA Ramirez-Quintana, MI Chacon-Murguia, GM Ramirez-Alonso Applied Intelligence 48 (12), 4976-4997, 2018 | 5 | 2018 |