Roberto Rosas-Romero

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 18

Top Topics

Machine Learning

Top Venues

Eng. Appl. Artif. Intell.

J. Intell. Fuzzy Syst.

Multim. Tools Appl.

Publications

Isabel Sarzo-Wabi, Daniel-Alejandro Galindo-Lazo, Roberto Rosas-Romero
Feature extraction and classification of static spiral tests to assist the detection of Parkinson's disease. Multim. Tools Appl. 83 (15) (2024)
Brenda Rangel-Olvera, Roberto Rosas-Romero
Detection and classification of skin burns on color images using multi-resolution clustering and the classification of reduced feature subsets. Multim. Tools Appl. 83 (18) (2024)
Miguel Angel Jara Maldonado, Vicente Alarcón Aquino, Roberto Rosas-Romero
A new machine learning model based on the broad learning system and wavelets. Eng. Appl. Artif. Intell. 112 (2022)
Gabriel Solana-Lavalle, Roberto Rosas-Romero
Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretation. Biomed. Signal Process. Control. 66 (2021)
Brenda Rangel-Olvera, Roberto Rosas-Romero
Detection and classification of burnt skin via sparse representation of signals by over-redundant dictionaries. Comput. Biol. Medicine 132 (2021)
Gabriel Solana-Lavalle, Roberto Rosas-Romero
Classification of PPMI MRI scans with voxel-based morphometry and machine learning to assist in the diagnosis of Parkinson's disease. Comput. Methods Programs Biomed. 198 (2021)
Miguel Angel Jara Maldonado, Vicente Alarcón Aquino, Roberto Rosas-Romero, Oleg Starostenko, Juan Manuel Ramírez-Cortés
Transiting Exoplanet Discovery Using Machine Learning Techniques: A Survey. Earth Sci. Informatics 13 (3) (2020)
Edgar Guevara, Jorge-Arturo Flores-Castro, Ke Peng, Dang Khoa Nguyen, Frédéric Lesage, Philippe Pouliot, Roberto Rosas-Romero
Prediction of epileptic seizures using fNIRS and machine learning. J. Intell. Fuzzy Syst. 38 (2) (2020)
Roberto Rosas-Romero, Omar Lopez-Rincon, Oleg Starostenko
Fully automatic alpha matte extraction using artificial neural networks. Neural Comput. Appl. 32 (11) (2020)
Miguel Angel Jara Maldonado, Vicente Alarcón Aquino, Roberto Rosas-Romero
A Multiresolution Machine Learning Technique to Identify Exoplanets. MICAI (1) (2020)
Roberto Rosas-Romero, Juan-Pablo Medina-Ochoa
Learning Financial Time Series for Prediction of the Stock Exchange Market. CATA (2019)
Oleg Starostenko, Claudia Cruz-Perez, Vicente Alarcón Aquino, Roberto Rosas-Romero
Real-time facial expression recognition using local appearance-based descriptors. J. Intell. Fuzzy Syst. 36 (5) (2019)
Roberto Rosas-Romero, Edgar Guevara, Ke Peng, Dang Khoa Nguyen, Frédéric Lesage, Philippe Pouliot, Wassim-Enrique Lima-Saad
Prediction of epileptic seizures with convolutional neural networks and functional near-infrared spectroscopy signals. Comput. Biol. Medicine 111 (2019)
Jonathan Hernández-Capistrán, Jorge Francisco Martínez-Carballido, Roberto Rosas-Romero
False Positive Reduction by an Annular Model as a Set of Few Features for Microcalcification Detection to Assist Early Diagnosis of Breast Cancer. J. Medical Syst. 42 (8) (2018)
Lizbeth Peralta-Malváez, Omar Lopez-Rincon, David Rojas-Velazquez, Luis Oswaldo Valencia-Rosado, Roberto Rosas-Romero, Gibran Etcheverry
Newborn cry nonlinear features extraction and classification. J. Intell. Fuzzy Syst. 34 (5) (2018)
Jorge-Arturo Flores-Castro, Ke Peng, Dang Khoa Nguyen, Frédéric Lesage, Philippe Pouliot, Roberto Rosas-Romero, Edgar Guevara
Detecting epileptic seizures in advance using optical and electrical recordings. CONIELECOMP (2017)
Roberto Rosas-Romero, Omar Lopez-Rincon, E. David Rojas, Nestor-Paul Jacobo
Learning matte extraction in green screen images with MLP classifiers and the back-propagation algorithm. CONIELECOMP (2016)
Roberto Rosas-Romero, Alejandro Díaz-Torres, Gibran Etcheverry
Forecasting of stock return prices with sparse representation of financial time series over redundant dictionaries. Expert Syst. Appl. 57 (2016)
Gloria Castro-Muñoz, Jorge Martínez-Carballido, Roberto Rosas-Romero
A human action recognition approach with a novel reduced feature set based on the natural domain knowledge of the human figure. Signal Process. Image Commun. 30 (2015)
Roberto Rosas-Romero, Jorge Martínez-Carballido, Jonathan Hernández-Capistrán, Laura J. Uribe-Valencia
A method to assist in the diagnosis of early diabetic retinopathy: Image processing applied to detection of microaneurysms in fundus images. Comput. Medical Imaging Graph. 44 (2015)
Oleg Starostenko, Roberto Rosas-Romero, Jorge Martínez-Carballido, Vicente Alarcón Aquino, J. Alfredo Sánchez
Recognizing Actions of Humans in Motion for Smart Environments. Intelligent Environments (Workshops) (2014)
Roberto Rosas-Romero, Hemant D. Tagare
Segmentation of endocardium in ultrasound images based on sparse representation over learned redundant dictionaries. Eng. Appl. Artif. Intell. 29 (2014)
Roberto Rosas-Romero
Remote detection of forest fires from video signals with classifiers based on K-SVD learned dictionaries. Eng. Appl. Artif. Intell. 33 (2014)
Roberto Rosas-Romero, Mauricio Javier Osorio Galindo, Pedro Bañuelos Sánchez
Foreword. CONIELECOMP (2012)
Roberto Rosas-Romero, Oleg Starostenko, Jorge Rodríguez-Asomoza, Vicente Alarcón Aquino
Multi-modal 3D Image Registration Based on Estimation of Non-rigid Deformation. MCPR (2011)
Vicente Alarcón Aquino, Oleg Starostenko, Roberto Rosas-Romero, Jorge Rodríguez-Asomoza, Otto Joel Paz-Luna, K. Vazquez-Muñoz, Leticia Flores-Pulido
Mammographic Image Analysis for Breast Cancer Detection using Complex Wavelet Transforms and Morphological Operators. SIGMAP (2009)
Oleg Starostenko, J. T. Tello-Martínez, Vicente Alarcón Aquino, Jorge Rodríguez-Asomoza, Roberto Rosas-Romero
An Extension of Least Squares Methods for Smoothing Oscillation of Motion Predicting Function. SCSS (2009)
Vicente Alarcón Aquino, Carlos A. Oropeza-Clavel, Jorge Rodríguez-Asomoza, Oleg Starostenko, Roberto Rosas-Romero
Intrusion Detection and Classification of Attacks in High-Level Network Protocols Using Recurrent Neural Networks. TeNe (2008)
Marcelino Minero-Muñoz, Vicente Alarcón Aquino, Jose Galdino García-Fierro, Roberto Rosas-Romero, Jorge Rodríguez-Asomoza, Oleg Starostenko
Performance Evaluation of MPLS Path Restoration Schemes using OMNET++. TeNe (2008)
Alfonso Fernández-Vázquez, Roberto Rosas-Romero, Jorge Rodríguez-Asomoza
A New Method for Designing Flat Shelving and Peaking Filters Based on Allpass Filters. CONIELECOMP (2007)
Alfonso Fernández-Vázquez, Gordana Jovanovic-Dolecek, Roberto Rosas-Romero
Symbolic MAPLE-Based Design of Allpole Filters. CONIELECOMP (2007)
Antonio Ashari Perez-Loyola, Roberto Rosas-Romero
Estimation of All-Pass Transfer Functions for Delay Equalization based on Least-Squares Minimization. CONIELECOMP (2006)
Héctor-Uriel Rodríguez-Ponce, Roberto Rosas-Romero
Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition. CONIELECOMP (2005)
David Jonathán Sandoval-Mercado, Roberto Rosas-Romero
Remote Car Starter. CONIELECOMP (2005)
Jorge Rodríguez-Asomoza, Roberto Rosas-Romero, Salvador E. Lobato-Larios, Rubén Alejos Palomares, Juan Antonio Navarro Martínez, Celso Gutiérrez-Martínez
Electric signal sensor using an electrooptic coherence modulator. IEEE Trans. Instrum. Meas. 54 (1) (2005)
Vicente Alarcón Aquino, Edgar S. García-Treviño, Roberto Rosas-Romero, José Federico Ramírez-Cruz
Learning and Approximation of Chaotic Time Series Using Wavelet-Networks. ENC (2005)