Roberto Rosas-Romero

Orcid: 0000-0001-6118-3347

According to our database1, Roberto Rosas-Romero authored at least 36 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Feature extraction and classification of static spiral tests to assist the detection of Parkinson's disease.
Multim. Tools Appl., May, 2024

Detection and classification of skin burns on color images using multi-resolution clustering and the classification of reduced feature subsets.
Multim. Tools Appl., May, 2024

2022
A new machine learning model based on the broad learning system and wavelets.
Eng. Appl. Artif. Intell., 2022

2021
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., 2021

Detection and classification of burnt skin via sparse representation of signals by over-redundant dictionaries.
Comput. Biol. Medicine, 2021

Analysis of voice as an assisting tool for detection of Parkinson's disease and its subsequent clinical interpretation.
Biomed. Signal Process. Control., 2021

2020
Fully automatic alpha matte extraction using artificial neural networks.
Neural Comput. Appl., 2020

Prediction of epileptic seizures using fNIRS and machine learning.
J. Intell. Fuzzy Syst., 2020

Transiting Exoplanet Discovery Using Machine Learning Techniques: A Survey.
Earth Sci. Informatics, 2020

A Multiresolution Machine Learning Technique to Identify Exoplanets.
Proceedings of the Advances in Soft Computing, 2020

2019
Real-time facial expression recognition using local appearance-based descriptors.
J. Intell. Fuzzy Syst., 2019

Prediction of epileptic seizures with convolutional neural networks and functional near-infrared spectroscopy signals.
Comput. Biol. Medicine, 2019

Learning Financial Time Series for Prediction of the Stock Exchange Market.
Proceedings of 34th International Conference on Computers and Their Applications, 2019

2018
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., 2018

Newborn cry nonlinear features extraction and classification.
J. Intell. Fuzzy Syst., 2018

2017
Detecting epileptic seizures in advance using optical and electrical recordings.
Proceedings of the 2017 International Conference on Electronics, 2017

2016
Forecasting of stock return prices with sparse representation of financial time series over redundant dictionaries.
Expert Syst. Appl., 2016

Learning matte extraction in green screen images with MLP classifiers and the back-propagation algorithm.
Proceedings of the 2016 International Conference on Electronics, 2016

2015
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., 2015

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., 2015

2014
Segmentation of endocardium in ultrasound images based on sparse representation over learned redundant dictionaries.
Eng. Appl. Artif. Intell., 2014

Remote detection of forest fires from video signals with classifiers based on K-SVD learned dictionaries.
Eng. Appl. Artif. Intell., 2014

Recognizing Actions of Humans in Motion for Smart Environments.
Proceedings of the Workshop Proceedings of the 10th International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

2012
Foreword.
Proceedings of the 22nd International Conference on Electrical Communications and Computers, 2012

2011
Multi-modal 3D Image Registration Based on Estimation of Non-rigid Deformation.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

2009
Mammographic Image Analysis for Breast Cancer Detection using Complex Wavelet Transforms and Morphological Operators.
Proceedings of the SIGMAP 2009, 2009

An Extension of Least Squares Methods for Smoothing Oscillation of Motion Predicting Function.
Proceedings of the Innovations in Computing Sciences and Software Engineering, 2009

2008
Performance Evaluation of MPLS Path Restoration Schemes using OMNET++.
Proceedings of the Novel Algorithms and Techniques in Telecommunications and Networking, 2008

Intrusion Detection and Classification of Attacks in High-Level Network Protocols Using Recurrent Neural Networks.
Proceedings of the Novel Algorithms and Techniques in Telecommunications and Networking, 2008

2007
A New Method for Designing Flat Shelving and Peaking Filters Based on Allpass Filters.
Proceedings of the 17th International Conference on Electronics, 2007

Symbolic MAPLE-Based Design of Allpole Filters.
Proceedings of the 17th International Conference on Electronics, 2007

2006
Estimation of All-Pass Transfer Functions for Delay Equalization based on Least-Squares Minimization.
Proceedings of the 16th International Conference on Electronics, Communications, and Computers (CONIELECOMP 2006), 27 February 2005, 2006

2005
Electric signal sensor using an electrooptic coherence modulator.
IEEE Trans. Instrum. Meas., 2005

Learning and Approximation of Chaotic Time Series Using Wavelet-Networks.
Proceedings of the Sixth Mexican International Conference on Computer Science (ENC 2005), 2005

Remote Car Starter.
Proceedings of the 15th International Conference on Electronics, Communications, and Computers (CONIELECOMP 2005), 28 February 2005, 2005

Distance Transform Approximation with a Multilayer Perceptron for 2D Image Recognition.
Proceedings of the 15th International Conference on Electronics, Communications, and Computers (CONIELECOMP 2005), 28 February 2005, 2005


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