Probabilistic PCA self-organizing maps E López-Rubio, JM Ortiz-de-Lazcano-Lobato, D López-Rodríguez IEEE Transactions on Neural Networks 20 (9), 1474-1489, 2009 | 38 | 2009 |
Foreground detection by probabilistic modeling of the features discovered by stacked denoising autoencoders in noisy video sequences J García-González, JM Ortiz-de-Lazcano-Lobato, RM Luque-Baena, ... Pattern Recognition Letters 125, 481-487, 2019 | 24 | 2019 |
Soft clustering for nonparametric probability density function estimation E López-Rubio, JM Ortiz-de-Lazcano-Lobato Pattern Recognition Letters 29 (16), 2085-2091, 2008 | 23 | 2008 |
A competitive neural network for multiple object tracking in video sequence analysis RM Luque-Baena, JM Ortiz-de-Lazcano-Lobato, E López-Rubio, ... Neural processing letters 37, 47-67, 2013 | 20 | 2013 |
Background subtraction by probabilistic modeling of patch features learned by deep autoencoders J García-González, JM Ortiz-de-Lazcano-Lobato, RM Luque-Baena, ... Integrated Computer-Aided Engineering 27 (3), 253-265, 2020 | 19 | 2020 |
Dynamic competitive probabilistic principal components analysis E Lopez-Rubio, JM Ortiz-DE-Lazcano-Lobato International Journal of Neural Systems 19 (02), 91-103, 2009 | 18 | 2009 |
Principal components analysis competitive learning E López-Rubio, JM Ortiz-de-Lazcano-Lobato, J Muñoz-Pérez, ... Neural computation 16 (11), 2459-2481, 2004 | 18 | 2004 |
Road pollution estimation from vehicle tracking in surveillance videos by deep convolutional neural networks J García-González, MA Molina-Cabello, RM Luque-Baena, ... Applied Soft Computing 113, 107950, 2021 | 13 | 2021 |
Dynamic topology learning with the probabilistic self-organizing graph E López-Rubio, EJ Palomo-Ferrer, JM Ortiz-de-Lazcano-Lobato, ... Neurocomputing 74 (16), 2633-2648, 2011 | 13 | 2011 |
Motion detection with low cost hardware for PTZ cameras J Benito-Picazo, E Domínguez, EJ Palomo, E López-Rubio, ... Integrated Computer-Aided Engineering 26 (1), 21-36, 2019 | 10 | 2019 |
Background modeling by shifted tilings of stacked denoising autoencoders J García-González, JM Ortiz-de-Lazcano-Lobato, RM Luque-Baena, ... From Bioinspired Systems and Biomedical Applications to Machine Learning …, 2019 | 9 | 2019 |
Choice effect of linear separability testing methods on constructive neural network algorithms: An empirical study DA Elizondo, JM Ortiz-de-Lazcano-Lobato, R Birkenhead Expert Systems with Applications 38 (3), 2330-2346, 2011 | 8 | 2011 |
Object tracking in video sequences by unsupervised learning RM Luque, JM Ortiz-de-Lazcano-Lobato, E Lopez-Rubio, EJ Palomo Computer Analysis of Images and Patterns: 13th International Conference …, 2009 | 8 | 2009 |
Deep learning-based anomalous object detection system powered by microcontroller for ptz cameras J Benito-Picazo, E Domínguez, EJ Palomo, E López-Rubio, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 7 | 2018 |
Vehicle classification in traffic environments using the growing neural gas MA Molina-Cabello, RM Luque-Baena, E López-Rubio, ... Advances in Computational Intelligence: 14th International Work-Conference …, 2017 | 7 | 2017 |
An anomaly detection system using a GHSOM-1 EJ Palomo, JM Ortiz-de-Lazcano-Lobato, E Domínguez, RM Luque The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010 | 7 | 2010 |
Image compression by vector quantization with recurrent discrete networks D López-Rodríguez, E Mérida-Casermeiro, JM Ortiz-de-Lazcano-Lobato, ... Artificial Neural Networks–ICANN 2006: 16th International Conference, Athens …, 2006 | 7 | 2006 |
Hopfield Network as Associative Memory with Multiple Reference Points. D López-Rodríguez, EM Casermeiro, JM Ortiz-de-Lazcano-Lobato IEC (Prague), 62-67, 2005 | 7 | 2005 |
K-Pages Graph Drawing with Multivalued Neural Networks D López-Rodríguez, E Mérida-Casermeiro, JM Ortíz-de-Lazcano-Lobato, ... Artificial Neural Networks–ICANN 2007: 17th International Conference, Porto …, 2007 | 6 | 2007 |
Background modeling for video sequences by stacked denoising autoencoders J García-González, JM Ortiz-de-Lazcano-Lobato, RM Luque-Baena, ... Advances in Artificial Intelligence: 18th Conference of the Spanish …, 2018 | 5 | 2018 |