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Roberto Rosas-Romero
Roberto Rosas-Romero
Full-Time Professor, Department of Electrical and Computer Engineering, Universidad de las Américas
在 udlap.mx 的电子邮件经过验证 - 首页
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引用次数
引用次数
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Automatic Parkinson disease detection at early stages as a pre-diagnosis tool by using classifiers and a small set of vocal features
G Solana-Lavalle, JC Galán-Hernández, R Rosas-Romero
Biocybernetics and Biomedical Engineering 40 (1), 505-516, 2020
892020
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson’s disease
G Solana-Lavalle, R Rosas-Romero
Computer Methods and Programs in Biomedicine 198 (105793), 1-15, 2021
832021
A method to assist in the diagnosis of early diabetic retinopathy: Image processing applied to detection of microaneurysms in fundus images
R Rosas-Romero, J Martínez-Carballido, J Hernández-Capistrán, ...
Computerized medical imaging and graphics 44, 41-53, 2015
682015
Prediction of epileptic seizures with convolutional neural networks and functional near-infrared spectroscopy signals
R Rosas-Romero, E Guevara, K Peng, DK Nguyen, F Lesage, P Pouliot, ...
Computers in Biology and Medicine, 2019
592019
Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretation
G Solana-Lavalle, R Rosas-Romero
Biomedical Signal Processing and Control 66 (102415), 1-11, 2021
462021
Wavelet-based smoke detection in outdoor video sequences
R Gonzalez-Gonzalez, V Alarcon-Aquino, R Rosas-Romero, ...
2010 53rd IEEE International Midwest Symposium on Circuits and Systems, 383-387, 2010
372010
Forecasting of stock return prices with sparse representation of financial time series over redundant dictionaries
R Rosas-Romero, A Díaz-Torres, G Etcheverry
Expert Systems with Applications 57, 37-48, 2016
362016
Detection of microcalcifications in digital mammograms using the dual-tree complex wavelet transform
V Alarcon-Aquino, O Starostenko, J Ramirez-Cortes, R Rosas-Romero, ...
Engineering Intelligent Systems 17 (1), 49, 2009
312009
Transiting Exoplanet Discovery Using Machine Learning Techniques: A Survey
MA Jara-Maldonado, V Alarcón-Aquino, R Rosas-Romero, O Starostenko, ...
Earth Science Informatics, 2020
242020
Remote Detection of Forest Fires from Video Signals with Classifiers based on K-SVD Learned Dictionaries
R Rosas-Romero
Engineering Applications of Artificial Intelligence 33, 1-11, 2014
192014
Segmentation of endocardium in ultrasound images based on sparse representation over learned redundant dictionaries
R Rosas-Romero, HD Tagare
Engineering Applications of Artificial Intelligence 29, 201-210, 2014
162014
Detection and classification of burnt skin via sparse representation of signals by over-redundant dictionaries
B Rangel-Olvera, R Rosas-Romero
Computers in Biology and Medicine, 1-9, 2021
122021
Prediction of epileptic seizures using fNIRS and machine learning
E Guevara, JA Flores-Castro, K Peng, DK Nguyen, F Lesage, P Pouliot, ...
Journal of Intelligent & Fuzzy Systems, 38 (2), 2055-2063, 2020
112020
A new method for designing flat shelving and peaking filters based on allpass filters
A Fernandez-Vazquez, R Rosas-Romero, J Rodriguez-Asomoza
17th International Conference on Electronics, Communications and Computers …, 2007
92007
Electric signal sensor using an electrooptic coherence modulator
J Rodríguez-Asomoza, R Rosas-Romero, SE Lobato-Larios, ...
IEEE transactions on instrumentation and measurement 54 (1), 347-351, 2005
92005
Intrusion detection and classification of attacks in high-level network protocols using recurrent neural networks
V Alarcon-Aquino, CA Oropeza-Clavel, J Rodriguez-Asomoza, ...
Novel Algorithms and Techniques in Telecommunications and Networking, 129-134, 2009
82009
Real-time facial expression recognition using local appearance-based descriptors
O Starostenko, C Cruz-Perez, V Alarcon-Aquino, R Rosas-Romero
Journal of Intelligent & Fuzzy Systems 36 (5), 5037-5049, 2019
72019
Learning and approximation of chaotic time series using wavelet-networks
V Alarcon-Aquino, ES Garcia-Treviño, R Rosas-Romero, ...
Proceedings of the Sixth Mexican International Conference on Computer …, 2005
72005
A new machine learning model based on the broad learning system and wavelets
M Jara-Maldonado, V Alarcón-Aquino, R Rosas-Romero
Journal of Engineering Applications of Artificial Intelligence 112 (104886 …, 2022
62022
False positive reduction by an annular model as a set of few features for microcalcification detection to assist early diagnosis of breast cancer
J Hernández-Capistrán, J Martínez-Carballido, R Rosas-Romero
Journal of Medical Systems 42 (134), 1-9, 2018
62018
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