Héctor Pomares
Orcid: 0000-0002-8528-828XAffiliations:
- University of Granada, Spain
According to our database1,
Héctor Pomares
authored at least 193 papers
between 1998 and 2021.
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Bibliography
2021
Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning.
Neural Process. Lett., 2021
ATOPE+: An mHealth System to Support Personalized Therapeutic Exercise Interventions in Patients With Cancer.
IEEE Access, 2021
Deep Learning Based Neural Network for Six-Class-Classification of Alzheimer's Disease Stages Based on MRI Images.
Proceedings of the Advances in Computational Intelligence, 2021
2019
IEEE Trans. Fuzzy Syst., 2019
Smartphone-Based Platform for Affect Monitoring through Flexibly Managed Experience Sampling Methods.
Sensors, 2019
J. Ambient Intell. Humaniz. Comput., 2019
An Efficient Framework to Detect and Avoid Driver Sleepiness Based on YOLO with Haar Cascades and an Intelligent Agent.
Proceedings of the Advances in Computational Intelligence, 2019
Improving Wearable Activity Recognition via Fusion of Multiple Equally-Sized Data Subwindows.
Proceedings of the Advances in Computational Intelligence, 2019
2018
Wearable Intelligent System for the Diagnosis of Cardiac Diseases Working in Real Time and with Low Energy Cost.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Intelligent Monitoring of Affective Factors Underlying Sport Performance by Means of Wearable and Mobile Technology.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
2017
MIMU-Wear: Ontology-based sensor selection for real-world wearable activity recognition.
Neurocomputing, 2017
Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching Applications.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
Proceedings of the Advances in Computational Intelligence, 2017
The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2016
IEEE Trans. Fuzzy Syst., 2016
Sensors, 2016
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis.
Int. J. Intell. Syst., 2016
Proceedings of the Fuzzy Logic and Soft Computing Applications, 2016
First Approach to Automatic Measurement of Frontal Plane Projection Angle During Single Leg Landing Based on Depth Video.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the 15th International Conference on Ubiquitous Computing and 8th Communications and International Symposium on Cyberspace Safety and Security, 2016
First Approach to Automatic Performance Status Evaluation and Physical Activity Recognition in Cancer Patients.
Proceedings of the 15th International Conference on Ubiquitous Computing and 8th Communications and International Symposium on Cyberspace Safety and Security, 2016
2015
Sensors, 2015
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition.
Neural Process. Lett., 2015
Comparing different machine learning and mathematical regression models to evaluate multiple sequence alignments.
Neurocomputing, 2015
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
2014
Sensors, 2014
A New Adaptive and Self Organizing Fuzzy Policy to Enhance the Real Time Control Performance.
Int. J. Comput. Intell. Syst., 2014
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014
Proceedings of the Ambient Assisted Living and Daily Activities, 2014
Creation of a Database Including a Set of Biological Features Related to Protein Sequences and Their Corresponding Alignment.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2013
The Use of Video-Gaming Devices as a Motivation for Learning Embedded Systems Programming.
IEEE Trans. Educ., 2013
Soft Comput., 2013
Inf. Sci., 2013
An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks.
Neurocomputing, 2013
Simulation of a New Self-Structured Fuzzy Controller Applied to a Temperature Control Process.
Int. J. Appl. Evol. Comput., 2013
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns.
Bioinform., 2013
Innovative Strategy to Improve Precision and to Save Power of a Real-Time Control Process Using an Online Adaptive Fuzzy Logic Controller.
Adv. Fuzzy Syst., 2013
Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Determining the most suitable multiple sequence alignment methodology by using a set of heterogeneous biological features.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features.
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Ambient Assisted Living and Active Aging, 2013
Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013
Automatic knot adjustment for b-spline smoothing approximation using improved clustering algorithm.
Proceedings of the FUZZ-IEEE 2013, 2013
2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
On the Use of Sensor Fusion to Reduce the Impact of Rotational and Additive Noise in Human Activity Recognition.
Sensors, 2012
A deterministic model selection scheme for incremental RBFNN construction in time series forecasting.
Neural Comput. Appl., 2012
An enhanced clustering function approximation technique for a radial basis function neural network.
Math. Comput. Model., 2012
Selecting Negative Samples for PPI Prediction Using Hierarchical Clustering Methodology.
J. Appl. Math., 2012
Daily living activity recognition based on statistical feature quality group selection.
Expert Syst. Appl., 2012
Using machine learning techniques and genomic/proteomic information from known databases for defining relevant features for PPI classification.
Comput. Biol. Medicine, 2012
Kinect=IMU? Learning MIMO Signal Mappings to Automatically Translate Activity Recognition Systems across Sensor Modalities.
Proceedings of the 16th International Symposium on Wearable Computers, 2012
Statistical analysis of different artificial intelligent techniques applied to Intrusion Detection System.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012
A novel policy to reduce the electrical cost of a real time control process using an on-line Adaptive Fuzzy Logic Controller.
Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
Optimization of multiple sequence alignment methodologies using a multiobjective evolutionary algorithm based on NSGA-II.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
IEEE Trans. Fuzzy Syst., 2011
Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection.
Neurocomputing, 2011
Int. J. Neural Syst., 2011
The TaSe-NF model for function approximation problems: Approaching local and global modelling.
Fuzzy Sets Syst., 2011
On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011
Using Machine Learning Techniques and Genomic/Proteomic Information from Known Databases for PPI Prediction.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Prediction of Functional Associations between Proteins by Means of a Cost-Sensitive Artificial Neural Network.
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Recognition of human physical activity based on a novel hierarchical weighted classification scheme.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process.
Proceedings of the ECTA and FCTA 2011, 2011
2010
Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks.
Neural Comput. Appl., 2010
Design of specific-to-problem kernels and use of kernel weighted K-nearest neighbours for time series modelling.
Neurocomputing, 2010
New method for instance or prototype selection using mutual information in time series prediction.
Neurocomputing, 2010
Int. J. Hybrid Intell. Syst., 2010
Evol. Syst., 2010
Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem.
Expert Syst. Appl., 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Effect of pre-processing methods on microarray-based SVM classifiers in affymetrix genechips.
Proceedings of the International Joint Conference on Neural Networks, 2010
Ambient living activity recognition based on feature-set ranking using intelligent systems.
Proceedings of the International Joint Conference on Neural Networks, 2010
Analysis of the Inducing Factors Involved in Stem Cell Differentiation Using Feature Selection Techniques, Support Vector Machines and Decision Trees.
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Online self-organizing adaptive fuzzy controller: Application to a nonlinear servo system.
Proceedings of the FUZZ-IEEE 2010, 2010
Preselection of Neurostimulation Waveforms for Visual Prostheses using Genetic Algorithms.
Proceedings of the BIODEVICES 2010, 2010
2009
Evidences of cognitive effects over auditory steady-state responses by means of artificial neural networks and its use in brain-computer interfaces.
Neurocomputing, 2009
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems.
Neurocomputing, 2009
Int. Arab J. Inf. Technol., 2009
Intelligent System Based on Genetic Programming for Atrial Fibrillation Classification.
Appl. Artif. Intell., 2009
Method for Prediction of Protein-Protein Interactions in Yeast Using Genomics/Proteomics Information and Feature Selection.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
A Data Mining Approach Based on a Local-Global Fuzzy Modelling for Prediction of Color Change after Tooth Bleaching Using Vita Classical Shades.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Risk Factor Identification and Classification of Macrosomic Newborns by Neural Networks.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009
Parallelization of the nearest-neighbour search and the cross-validation error evaluation for the kernel weighted k-nn algorithm applied to large data dets in matlab.
Proceedings of the 2009 International Conference on High Performance Computing & Simulation, 2009
Efficient Optimization of the Parameters of LS-SVM for Regression versus Cross-Validation Error.
Proceedings of the Artificial Neural Networks, 2009
Proceedings of the Artificial Neural Networks, 2009
Applying Mutual Information for Prototype or Instance Selection in Regression Problems.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
2008
Studying possibility in a clustering algorithm for RBFNN design for function approximation.
Neural Comput. Appl., 2008
Neurocomputing, 2008
Fuzzy Sets Syst., 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Neural Process. Lett., 2007
Neurocomputing, 2007
Neurocomputing, 2007
Neurocomputing, 2007
Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms.
Int. J. Approx. Reason., 2007
Use of Kohonen Maps as Feature Selector for Selective Attention Brain-Computer Interfaces.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Surface Modelling with Radial Basis Functions Neural Networks Using Virtual Environments.
Proceedings of the Computational and Ambient Intelligence, 2007
Parallel Multi-objective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems.
Proceedings of the Computational and Ambient Intelligence, 2007
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the Artificial Neural Networks, 2007
A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application.
Proceedings of the FUZZ-IEEE 2007, 2007
2006
Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time.
Fuzzy Sets Syst., 2006
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Supervised RBFNN Centers and Radii Initialization for Function Approximation Problems.
Proceedings of the International Joint Conference on Neural Networks, 2006
Multiobjective RBFNNs Designer for Function Approximation: An Application for Mineral Reduction.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
Proceedings of the Artificial Neural Networks, 2006
Improving the Performance of Multi-objective Genetic Algorithm for Function Approximation Through Parallel Islands Specialisation.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006
2005
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy.
Fuzzy Sets Syst., 2005
Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model.
Proceedings of the Rough Sets, 2005
Proceedings of the Rough Sets, 2005
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005
A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Interpolation.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
2004
The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
Function Approximation through Fuzzy Systems Using Taylor Series Expansion-Based Rules: Interpretability and Parameter Tuning.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004
Fine control of monotonic systems using a global self-learning adaptive fuzzy controller.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
Multiobjective evolutionary optimization of the size, shape, and position parameters of radial basis function networks for function approximation.
IEEE Trans. Neural Networks, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
Statistical analysis of the main parameters involved in the design of a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2002
IEEE Trans. Syst. Man Cybern. Part B, 2002
IEEE Trans. Fuzzy Syst., 2002
Neurocomputing, 2002
Int. J. Approx. Reason., 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Advances in Artificial Intelligence, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
2001
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems.
Int. J. Approx. Reason., 2001
Concurr. Comput. Pract. Exp., 2001
Proceedings of the Connectionist Models of Neurons, 2001
Expert Mutation Operators for the Evolution of Radial Basis Function Neural Networks.
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
A New Sequential Learning Algorithm Using Pseudo-gaussian Functions for Neuro-fuzzy Systems.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
A systematic approach to a self-generating fuzzy rule-table for function approximation.
IEEE Trans. Syst. Man Cybern. Part B, 2000
IEEE Trans. Fuzzy Syst., 2000
Analysis of the Functional Block Involved in the Design of Radial Basis Function Networks.
Neural Process. Lett., 2000
A New Radial Basis Function Networks Structure: Application to Time Series Prediction.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
New methodology for the development of adaptive and self-learning fuzzy controllers in real time.
Int. J. Approx. Reason., 1999
Sequential Learning Algorithm for PG-RBF Network Using Regression Weights for Time Series Prediction.
Proceedings of the Foundations and Tools for Neural Modeling, 1999
1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998