José T. Palma

Orcid: 0000-0003-2502-4378

Affiliations:
  • University of Murcia, Department of Information and Communications Engineering, Artificial Intelligence and Knowledge Engineering Research Group, Spain


According to our database1, José T. Palma authored at least 64 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning.
IEEE Trans. Neural Networks Learn. Syst., July, 2024

Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks.
Swarm Evol. Comput., 2024

2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
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Inf. Fusion, December, 2023

Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data.
Inf. Sci., April, 2023

Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting.
CoRR, 2023

2022
Multi-objective evolutionary spatio-temporal forecasting of air pollution.
Future Gener. Comput. Syst., 2022

Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches.
Eng. Appl. Artif. Intell., 2022

Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks.
IEEE Access, 2022

2021
Multivariate feature ranking of gene expression data.
CoRR, 2021

A time series forecasting based multi-criteria methodology for air quality prediction.
Appl. Soft Comput., 2021

2020
Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction.
Artif. Intell. Medicine, 2020

2019
Multiobjective Evolutionary Feature Selection for Fuzzy Classification.
IEEE Trans. Fuzzy Syst., 2019

A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening.
Soft Comput., 2019

Affective computing in ambient intelligence systems.
Future Gener. Comput. Syst., 2019

A Machine Learning Approach for Emotion Detection Through Low-Cost Hardware.
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019

2018
Towards semi-automatic human performance evaluation: The case study of a contact center.
Intell. Data Anal., 2018

2017
Monitoring elderly people at home with temporal Case-Based Reasoning.
Knowl. Based Syst., 2017

2016
Case-base maintenance with multi-objective evolutionary algorithms.
J. Intell. Inf. Syst., 2016

2014
Evaluating Case-Base Maintenance algorithms.
Knowl. Based Syst., 2014

Using Case-Based Reasoning to Detect Risk Scenarios of Elderly People Living Alone at Home.
Proceedings of the Case-Based Reasoning Research and Development, 2014

A Proposal of Temporal Case-Base Maintenance Algorithms.
Proceedings of the Case-Based Reasoning Research and Development, 2014

2013
A Multi-Objective Evolutionary Algorithm Fitness Function for Case-Base Maintenance.
Proceedings of the Case-Based Reasoning Research and Development, 2013

2012
Ambient Assisted Living system for in-home monitoring of healthy independent elders.
Expert Syst. Appl., 2012

Modeling a Risk Detection System for Elderly's Home-Care with a Network of Timed Automata.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012

2011
Avian influenza: Temporal modeling of a human to human transmission case.
Expert Syst. Appl., 2011

<i>T-CARE</i>: temporal case retrieval system.
Expert Syst. J. Knowl. Eng., 2011

Defining the semantics of rule-based Web applications through model-driven development.
Int. J. Appl. Math. Comput. Sci., 2011

Evaluating Case Selection Algorithms for Analogical Reasoning Systems.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

Case Selection Evaluation Methodology.
Proceedings of the Advances in Data Mining. 11th Industrial Conference, 2011

An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Using temporal constraints for temporal abstraction.
J. Intell. Inf. Syst., 2010

Scheduling of maintenance work: A constraint-based approach.
Expert Syst. Appl., 2010

A MDD approach for generating Rule-based Web Applications from OWL and SWRL.
Proceedings of the 3rd Workshop on Transforming and Weaving Ontologies in Model Driven Engineering, 2010

A Tool for MDD of Rule-based Web Applications based on OWL and SWRL.
Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering, 2010

2009
Reasoning in dynamic systems: From raw data to temporal abstract information.
Neurocomputing, 2009

Temporal similarity by measuring possibilistic uncertainty in CBR.
Fuzzy Sets Syst., 2009

Medical knowledge management for specific hospital departments.
Expert Syst. Appl., 2009

Ontology Based Approach to the Detection of Domestics Problems for Independent Senior People.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Detecting Domestic Problems of Elderly People: Simple and Unobstrusive Sensors to Generate the Context of the Attended.
Proceedings of the Distributed Computing, 2009

InSCo-Gen: A MDD Tool for Web Rule-Based Applications.
Proceedings of the Web Engineering, 9th International Conference, 2009

A Reuse-Based CBR System Evaluation in Critical Medical Scenarios.
Proceedings of the ICTAI 2009, 2009

Step-Guided Clinical Workflow Fulfilment Measure for Clinical Guidelines.
Proceedings of the Computer Aided Systems Theory, 2009

CBR Outcome Evaluation for High Similar Cases: A Preliminary Approach.
Proceedings of the Current Topics in Artificial Intelligence, 2009

Severity Evaluation Support for Burns Unit Patients Based on Temporal Episodic Knowledge Retrieval.
Proceedings of the Artificial Intelligence in Medicine, 2009

2008
Computing context-dependent temporal diagnosis in complex domains.
Expert Syst. Appl., 2008

Intensive Care Unit Platform for Health Care Quality and Intelligent Systems Support.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008

2007
Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Temporal Data Mining with Temporal Constraints.
Proceedings of the Artificial Intelligence in Medicine, 2007

Case representation ontology for case retrieval systems in medical domains.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006
Fuzzy theory approach for temporal model-based diagnosis: An application to medical domains.
Artif. Intell. Medicine, 2006

Towards a Methodology for Hybrid Systems Software Development.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

2005
A Fuzzy Temporal Diagnosis Algorithm and a Hypothesis Discrimination Proposal.
Proceedings of the Mechanisms, 2005

A Model-Based Architecture for Fuzzy Temporal Diagnosis.
Proceedings of the Computer Aided Systems Theory, 2005

2004
Acquisition of Causal and Temporal Knowledge in Medical Domains. A Web-Based Approach.
Proceedings of the Engineering Knowledge in the Age of the Semantic Web, 2004

A Fuzzy Approach to Temporal Model-Based Diagnosis for Intensive Care Units.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Experiences in Reusing Problem Solving Methods - An Application in Constraint Programming.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Acquisition and Representation of Causal and Temporal Knowledge in Medical Domains.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Temporal Data Management and Knowledge Acquisition Issues in Medical Decision Support Systems.
Proceedings of the Computer Aided Systems Theory, 2003

A Model for Fuzzy Temporal Reasoning on a Database.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
Modelling Contextual Meta-Knowledge in Temporal Model Based Diagnosis.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001
Los Sistemas MultiAgente para el Modelado de la Actuacion en Organizaciones Humanas.
Inteligencia Artif., 2001

A Planning under Uncertainty Model.
Proceedings of the Computer Aided Systems Theory, 2001

2000
Ingeniería del Conocimiento. De la Extracción al Modelado de Conocimiento.
Inteligencia Artif., 2000

1999
Towards a teleo-social agent category.
Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999


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