Carlos A. Reyes García

Orcid: 0000-0003-4773-9585

According to our database1, Carlos A. Reyes García authored at least 133 papers between 1994 and 2024.

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

Timeline

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PhD thesis 
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Bibliography

2024
HRV-Based Regression Analysis in Newborns With Sepsis: Forecasting BAYLEY-III Scores at 6 and 12 Months.
IEEE Access, 2024

2023
Intra-subject class-incremental deep learning approach for EEG-based imagined speech recognition.
Biomed. Signal Process. Control., March, 2023

Automatic Selection of Multi-view Learning Techniques and Views for Pattern Recognition in Electroencephalogram Signals.
Computación y Sistemas (CyS), 2023

Fuzzy Granulation for Feature Extraction in EEG-Based Stress Pattern Recognition.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

2022
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels.
IEEE Trans. Serv. Comput., 2022

A classification-based fuzzy-rules proxy model to assist in the full model selection problem in high volume datasets.
J. Exp. Theor. Artif. Intell., 2022

AU-NN: ANFIS Unit Neural Network.
CoRR, 2022

A novel event-related fMRI supervoxels-based representation and its application to schizophrenia diagnosis.
Comput. Methods Programs Biomed., 2022

2021
Ordering of functions according to multiple fuzzy criteria: application to denoising electroencephalography.
Soft Comput., 2021

Density map and fuzzy classification for breast density by using BI-RADS.
Comput. Methods Programs Biomed., 2021

Toward asynchronous EEG-based BCI: Detecting imagined words segments in continuous EEG signals.
Biomed. Signal Process. Control., 2021

Automatic Recognition of Learning-Centered Emotions.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

Event-related fMRI over-segmentation by Rough Simple Linear Iterative Clustering applied in schizophrenia diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Fuzzy Models for Implementation of the Decision-Making Module in Networked Didactic Prototypes.
Computación y Sistemas, 2020

An algorithm for onset detection of linguistic segments in continuous electroencephalogram signals.
CoRR, 2020

Multiagent System as Support for the Diagnosis of Language Impairments Using BCI-Neurofeedback: Preliminary Study.
Proceedings of the Agents and Multi-Agent Systems: Technologies and Applications 2020, 2020

2019
Fuzzy System Inference and Fuzzy Cognitive Maps for a Cognitive Tutor of Algebra.
Res. Comput. Sci., 2019

Methodology for Automatic Identification of Emotions in Learning Environments.
Res. Comput. Sci., 2019

Facing the full model selection problem in high volume datasets employing intelligent proxy models.
Intell. Data Anal., 2019

Image Annotation as Text-Image Matching: Challenge Design and Results.
Computación y Sistemas, 2019

Automated analysis of newborn cry: relationships between melodic shapes and native language.
Biomed. Signal Process. Control., 2019

Transfer learning in imagined speech EEG-based BCIs.
Biomed. Signal Process. Control., 2019

Description of breast density based on a homogeneity representation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Formal Protocol for the Creation of a Database of Physiological and Behavioral Signals for the Automatic Recognition of Emotions.
Proceedings of the Human-Computer Interaction - 5th Iberoamerican Workshop, 2019

2018
An affective and Web 3.0-based learning environment for a programming language.
Telematics Informatics, 2018

Surrogate modeling based on granular models and fuzzy aptitude functions.
Appl. Soft Comput., 2018

Tensor Decomposition for Imagined Speech Discrimination in EEG.
Proceedings of the Advances in Computational Intelligence, 2018

Full Model Selection in Huge Datasets and for Proxy Models Construction.
Proceedings of the Advances in Soft Computing, 2018

On the Development of a Non-Invasive Pathologies Identification System by Qualitative and Quantitative Characterization of Infant Crying and the Application of Intelligent Classification Models to be Used in Rural Environments.
Proceedings of the International Conference on Rural and Elderly Health Informatics (IREHI 2018), 2018

2017
Toward the Design of a Cognitive Tutor for Algebra with Gamification: A Survey of State-of-the-Art.
Res. Comput. Sci., 2017

Reconocimiento de expresiones faciales con base en la dinámica de puntos de referencia faciales.
Res. Comput. Sci., 2017

Selección de parámetros en el enfoque de bolsa de características para clasificación de habla imaginada en electroencefalogramas.
Res. Comput. Sci., 2017

MOPG: a multi-objective evolutionary algorithm for prototype generation.
Pattern Anal. Appl., 2017

Sonification and textification: Proposing methods for classifying unspoken words from EEG signals.
Biomed. Signal Process. Control., 2017

Full Model Selection in Big Data.
Proceedings of the Advances in Soft Computing, 2017

A Framework Based on Eye-Movement Detection from EEG Signals for Flight Control of a Drone.
Proceedings of the Advances in Computational Intelligence, 2017

2016
Surrogate modeling based on an adaptive network and granular computing.
Soft Comput., 2016

EMOPG+FS: Evolutionary multi-objective prototype generation and feature selection.
Intell. Data Anal., 2016

Implementing a fuzzy inference system in a multi-objective EEG channel selection model for imagined speech classification.
Expert Syst. Appl., 2016

Building a Corpus and a Local Binary Pattern Recognizer for Learning-Centered Emotions.
Proceedings of the Advances in Soft Computing, 2016

Genetic algorithms based on a granular surrogate model and fuzzy aptitude functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Surrogate-assisted multi-objective model selection for support vector machines.
Neurocomputing, 2015

Classifying infant cry patterns by the Genetic Selection of a Fuzzy Model.
Biomed. Signal Process. Control., 2015

An Affective and Cognitive Tutoring System for Learning Programming.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014
Towards a Surrogate-Assisted Multi-Objective Full Model Selection.
Res. Comput. Sci., 2014

Extensión de una red neuronal relacional difusa incorporando distintos productos relacionales a la etapa de entrenamiento.
Res. Comput. Sci., 2014

Sonificación de EEG para la clasificación de palabras no pronunciadas.
Res. Comput. Sci., 2014

Multi-objective model type selection.
Neurocomputing, 2014

Transition regions detection from satellite images based on evolutionary region growing segmentation.
Intell. Data Anal., 2014

Emotion Recognition in Intelligent Tutoring Systems for Android-Based Mobile Devices.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

Affective Tutoring System for Android Mobiles.
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014

Evolutionary Multi-Objective Approach for Prototype Generation and Feature Selection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Enhanced Fuzzy-Relational Neural Network with Alternative Relational Products.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

An evolutionary multi-objective approach for prototype generation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Gyroscope-Driven Mouse Pointer with an EMOTIV<sup>®</sup> EEG Headset and Data Analysis Based on Empirical Mode Decomposition.
Sensors, 2013

Integrating Learning Styles and Affect with an Intelligent Tutoring System.
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013

Bias and Variance Multi-objective Optimization for Support Vector Machines Model Selection.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Bias and Variance Optimization for SVMs Model Selection.
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

A hybrid surrogate-based approach for evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Towards Model-Based User Interface Development of e-Learning Management Systems.
Res. Comput. Sci., 2012

Acoustic feature selection and classification of emotions in speech using a 3D continuous emotion model.
Biomed. Signal Process. Control., 2012

Automatic infant cry analysis for the identification of qualitative features to help opportune diagnosis.
Biomed. Signal Process. Control., 2012

Acute leukemia classification by ensemble particle swarm model selection.
Artif. Intell. Medicine, 2012

Designing and Implementing Affective and Intelligent Tutoring Systems in a Learning Social Network.
Proceedings of the Advances in Computational Intelligence, 2012

Fermat: Merging Affective Tutoring Systems with Learning Social Networks.
Proceedings of the 12th IEEE International Conference on Advanced Learning Technologies, 2012

Infant Cry Classification Using Genetic Selection of a Fuzzy Model.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Toward a Silent Speech Interface based on Unspoken Speech.
Proceedings of the BIOSIGNALS 2012, 2012

2011
Applying Intelligent Systems for Modeling Students' Learning Styles Used for Mobile and Web-Based Systems.
Proceedings of the Soft Computing for Intelligent Control and Mobile Robotics, 2011

Evolutionary Algorithms in the Optimal Sizing of Analog Circuits.
Proceedings of the Intelligent Computational Optimization in Engineering, 2011

EDUCA: A web 2.0 authoring tool for developing adaptive and intelligent tutoring systems using a Kohonen network.
Expert Syst. Appl., 2011

Pattern Recognition for the Identification of Learning Styles on Educational Mobile and Social Networks Tools.
Computación y Sistemas, 2011

Genetic Selection of Fuzzy Model for Acute Leukemia Classification.
Proceedings of the Advances in Artificial Intelligence, 2011

Genetic Fuzzy Relational Neural Network for Infant Cry Classification.
Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

Interpreter for the Deployment of Intelligent Tutoring Systems in Mobile Devices.
Proceedings of the ICALT 2011, 2011

Bilingual acoustic feature selection for emotion estimation using a 3D continuous model.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

EmoWisconsin: An Emotional Children Speech Database in Mexican Spanish.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Soft Computing Approaches to the Problem of Infant Cry Classification with Diagnostic Purposes.
Proceedings of the Soft Computing for Recognition Based on Biometrics, 2010

Automatic identification of qualitatives characteristics in infant cry.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Recognition of Huffman Codewords with a Genetic-Neural Hybrid System.
Proceedings of the Advances in Soft Computing, 2010

A Learning Social Network with Recognition of Learning Styles Using Neural Networks.
Proceedings of the Advances in Pattern Recognition, 2010

Third Degree Volterra Kernel for Newborn Cry Estimation.
Proceedings of the Advances in Pattern Recognition, 2010

Identification of Felder-Silverman Learning Styles with a Supervised Neural Network.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

A Soft Computing Approach for Obtaining Transition Regions in Satellite Images.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

A Hybrid Learning Compiler Course.
Proceedings of the Hybrid Learning, Third International Conference, 2010

Features selection for primitives estimation on emotional speech.
Proceedings of the IEEE International Conference on Acoustics, 2010

Building and Assessing Intelligent Tutoring Systems with an e-Learning 2.0 Authoring System.
Proceedings of the Advances in Artificial Intelligence, 2010

A Framework for Creating, Training, and Testing Self-Organizing Maps for Recognizing Learning Styles.
Proceedings of the Entertainment for Education. Digital Techniques and Systems, 2010

Synthesis of Analog Circuits by Genetic Algorithms and their Optimization by Particle Swarm Optimization.
Proceedings of the Intelligent Systems for Automated Learning and Adaptation: Emerging Trends and Applications, 2010

2009
A Hybrid System for Automatic Infant Cry Recognition I.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A Hybrid System for Automatic Infant Cry Recognition II.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Fuzzy Relational Compression Applied on Feature Vectors for Infant Cry Recognition.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Detection of negative emotional state in speech with ANFIS and genetic algorithms.
Proceedings of the Sixth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2009

A Fuzzy-Neural Network for Classifying Learning Styles in a Web 2.0 and Mobile Learning Environment.
Proceedings of the 2009 Latin American Web Congress, 2009

Type-2 Fuzzy Sets Applied to Pattern Matching for the Classification of Cries of Infants under Neurological Risk.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

EDUCA: A Web 2.0 Collaborative, Mobile and E-learning Authoring System.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009

Speech Text-Independent Segmentation Using an Improvement Method for Identification of Phoneme Boundaries.
Proceedings of the CONIELECOMP 2009, 2009

2008
Authoring Neuro-fuzzy Tutoring Systems for M and E-Learning.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Authoring Mobile Intelligent Tutoring Systems.
Proceedings of the Intelligent Tutoring Systems, 9th International Conference, 2008

L2Code: An Author Environment for Hybrid and Personalized Programming Learning.
Proceedings of the Hybrid Learning and Education, First International Conference, 2008

Multiple Intelligence Tutoring Systems for Mobile Learners.
Proceedings of the 8th IEEE International Conference on Advanced Learning Technologies, 2008

Validation of the Cry Unit as Primary Element for Cry Analysis Using an Evolutionary-Neural Approach.
Proceedings of the Ninth Mexican International Conference on Computer Science, 2008

Qualitative and Quantitative Crying Analysis of New Born Babies Delivered Under High Risk Gestation.
Proceedings of the Multimodal Signals: Cognitive and Algorithmic Issues, 2008

2007
Statistical Vectors of Acoustic Features for the Automatic Classification of Infant Cry.
Int. J. Inf. Acquis., 2007

Automatic Synthesis of Electronic Circuits using Genetic Algorithms.
Computación y Sistemas, 2007

Towards a cry classification based on articulated signal processing.
Proceedings of the Fifth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2007

Automatic estimation of parameters for the hierarchical reduction of rules of complex fuzzy controllers.
Proceedings of the ICINCO 2007, 2007

Applying Statistical Vectors of Acoustic Characteristics for the Automatic Classification of Infant Cry.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

Designing VFs by applying genetic algorithms from nullator-based descriptions.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007

2006
Hybrid Neural Network Design and Implementation on FPGA for Infant Cry Recognition.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Hybrid Algorithm Applied to Feature Selection for Speaker Authentication.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

Automatic Estimation of the Fusion Method Parameters to Reduce Rule Base of Fuzzy Control Complex Systems.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

A Hybrid Fuzzy-Genetic Algorithm.
Proceedings of the Intelligent Computing, 2006

Improving Baby Caring with Automatic Infant Cry Recognition.
Proceedings of the Computers Helping People with Special Needs, 2006

A Combined Classifier of Cry Units with New Acoustic Attributes.
Proceedings of the Progress in Pattern Recognition, 2006

On the Processing of Fuzzy Patterns for Text Independent Phonetic Speech Segmentation.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Infant Cry Classification to Identify Hypo Acoustics and Asphyxia Comparing an Evolutionary-Neural System with a Neural Network System.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Building and Training of a New Mexican Spanish Voice for Festival.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

ARGEN + AREPO: Improving the Search Process with Artificial Genetic Engineering.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

ARGEN + AREPO: mixing the artificial genetic engineering and artificial evolution of populations to improve the search process.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Your Fuzzy Relational Neural Network Parameters Optimization with a Genetic Algorithm.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Identifying Pain and Hunger in Infant Cry with Classifiers Ensembles.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004
Analysis of an Infant Cry Recognizer for the Early Identification of Pathologies.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004

Infant Cry Classification to Identify Hypoacoustics and Asphyxia with Neural Networks.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Classification of Infant Crying to Identify Pathologies in Recently Born Babies with ANFIS.
Proceedings of the Computers Helping People with Special Needs, 2004

Implementation of a Linguistic Fuzzy Relational Neural Network for Detecting Pathologies by Infant Cry Recognition.
Proceedings of the Advances in Artificial Intelligence, 2004

A Fuzzy Relational Neural Network for Pattern Classification..
Proceedings of the Progress in Pattern Recognition, 2004

2003
Implementing Fuzzy Expert System for Intelligent Buildings.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Acoustic Features Analysis for Recognition of Normal and Hipoacusic Infant Cry Based on Neural Networks.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Detecting Pathologies from Infant Cry Applying Scaled Conjugated Gradient Neural Networks.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

A Study on the Recognition of Patterns of Infant Cry for the Identification of Deafness in Just Born Babies with Neural Networks.
Proceedings of the Progress in Pattern Recognition, 2003

2001
Speech Noise Cancellation Based on a Neuro-Fuzzy System: Further Improvements.
J. Adv. Comput. Intell. Intell. Informatics, 2001

2000
Designing a Fast Neuro-fuzzy System for Speech Noise Cancellation.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000

1994
On the design of a fuzzy relational neural network for automatic speech recognition.
PhD thesis, 1994


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