José Antonio Iglesias

Appl. Soft Comput., 2025

2024

Generation and Evaluation of Medical Images Based on Diffusion Models.

[BibT_eX]

[DOI]

José María Monterrubio

María Paz Sesmero

Edwar Javier Giron Buitron

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2022

Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling.

[BibT_eX]

[DOI]

María Paz Sesmero

Evol. Syst., 2022

Evolving Gaussian on-line clustering in social network analysis.

[BibT_eX]

[DOI]

Goran Andonovski

María Paz Sesmero

Expert Syst. Appl., 2022

Contrastive Learning for Simulation-to-Real Domain Adaptation of LiDAR Data.

[BibT_eX]

[DOI]

Alejandro Barrera

Fernando García

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2021

Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles.

[BibT_eX]

[DOI]

M. Paz Sesmero Lorente

Elena Magán

Appl. Soft Comput., 2021

BirdNet+: Two-Stage 3D Object Detection in LiDAR Through a Sparsity-Invariant Bird's Eye View.

[BibT_eX]

[DOI]

Alejandro Barrera

Jorge Beltrán

Carlos Guindel

Fernando García

IEEE Access, 2021

Cycle and Semantic Consistent Adversarial Domain Adaptation for Reducing Simulation-to-Real Domain Shift in LiDAR Bird's Eye View.

[BibT_eX]

[DOI]

Alejandro Barrera

Jorge Beltrán

Carlos Guindel

Fernando García

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Detection of driver maneuvers using evolving fuzzy cloud-based system.

[BibT_eX]

[DOI]

Goran Andonovski

Oscar Sipele

Edwin Lughofer

José Antonio Iglesias Martinez

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Novel Evolving Ensemble Approach Based on Bootstrapping and Dynamic Selection of Diverse Learners.

[BibT_eX]

[DOI]

María Paz Sesmero Lorente

Elena Magán López

Agapito Ledezma Espino

Araceli Sanchis de Miguel

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019

Rule-based expert system for detection of coffee rust warnings in colombian crops.

[BibT_eX]

[DOI]

Edwar Javier Giron Buitron

Jacques Avelino

J. Intell. Fuzzy Syst., 2019

Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: A Survey.

[BibT_eX]

[DOI]

Daniel F. Leite

Edwin Lughofer

Fernando A. C. Gomide

Inf. Sci., 2019

2018

Evolving cloud-based system for the recognition of drivers' actions.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Fault Detection and Identification Methodology Under an Incremental Learning Framework Applied to Industrial Machinery.

[BibT_eX]

[DOI]

Jesus A. Carino

Miguel Delgado Prieto

Juan Antonio Ortega Redondo

Daniel Zurita

Marta Millán

René de Jesús Romero-Troncoso

IEEE Access, 2018

Opponent Modeling in RoboCup Soccer Simulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Physical Agents, 2018

Volcanic Anomalies Detection Through Recursive Density Estimation.

[BibT_eX]

[DOI]

Jose Eduardo Gomez

Emmanuel Lasso

Proceedings of the Advances in Soft Computing, 2018

2017

Evolving Cauchy possibilistic clustering based on cosine similarity for monitoring cyber systems.

[BibT_eX]

[DOI]

Araceli Sanchis de Miguel

Dejan Dovzan

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Monitoring of vulcano Puracé through seismic signals: Description of a real dataset.

[BibT_eX]

[DOI]

Jose Eduardo Gomez

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

2016

Autonomously evolving classifier TEDAClass.

[BibT_eX]

[DOI]

Dmitry Kangin

Inf. Sci., 2016

Web news mining in an evolving framework.

[BibT_eX]

[DOI]

Alexandra Tiemblo

Inf. Fusion, 2016

A Two-Stage Combining Classifier Model for the Development of Adaptive Dialog Systems.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2016

Social network analysis: Evolving Twitter mining.

[BibT_eX]

[DOI]

Aaron Garcia-Cuerva

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Parallel Computing TEDA for High Frequency Streaming Data Clustering.

[BibT_eX]

[DOI]

Xiaowei Gu

Plamen P. Angelov

Proceedings of the Advances in Big Data, 2016

Autonomous Data Density based clustering method.

[BibT_eX]

[DOI]

Plamen P. Angelov

Xiaowei Gu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Evolving Classifier TEDAClass for Big Data.

[BibT_eX]

[DOI]

Dmitry Kangin

Proceedings of the INNS Conference on Big Data 2015, 2015

Preface.

[BibT_eX]

[DOI]

Moamar Sayed Mouchaweh

Anthony Fleury

Edwin Lughofer

José Antonio Iglesias Martinez

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

2014

Special issue: applications, results & future direction (EAIS 12): 2.

[BibT_eX]

[DOI]

Evol. Syst., 2014

Applications, results and future direction (EAIS 12).

[BibT_eX]

[DOI]

Evol. Syst., 2014

Evolving classification of UNIX users' behaviors.

[BibT_eX]

[DOI]

Evol. Syst., 2014

A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Intelligent Promotions Recommendation System for Instaprom Platform.

[BibT_eX]

[DOI]

Marcos Martín Pozo

Agapito Ismael Ledezma Espino

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

News Mining Using Evolving Fuzzy Systems.

[BibT_eX]

[DOI]

Agapito Ismael Ledezma Espino

Alexandra Tiemblo

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Agent-based framework for Advanced Driver Assistance Systems in urban environments.

[BibT_eX]

[DOI]

Francisco Javier Ordóñez

Proceedings of the 17th International Conference on Information Fusion, 2014

A recurrent meta-cognitive-based Scaffolding classifier from data streams.

[BibT_eX]

[DOI]

Mahardhika Pratama

Jie Lu

Sreenatha G. Anavatti

Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

An ensemble method based on evolving classifiers: eStacking.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Influence of the data codification when applying evolving classifiers to develop spoken dialog systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Evolving and Autonomous Learning Systems, 2014

Time series forecasting using Artificial Neural Networks vs. evolving models.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

A dialog management methodology based on evolving Fuzzy-rule-based (FRB) classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013

Online activity recognition using evolving classifiers.

[BibT_eX]

[DOI]

Francisco Javier Ordóñez

Paula de Toledo

Expert Syst. Appl., 2013

Evolving systems for computer user behavior classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

Ensemble method based on individual evolving classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013

2012

Creating Evolving User Behavior Profiles Automatically.

[BibT_eX]

[DOI]

José Antonio Iglesias Martinez

IEEE Trans. Knowl. Data Eng., 2012

Data Mining for User Modeling.

[BibT_eX]

[DOI]

Agapito Ledezma Espino

Araceli Sanchis de Miguel

Int. J. Organ. Collect. Intell., 2012

User modeling: Through statistical analysis and subspace learning.

[BibT_eX]

[DOI]

Esteban García-Cuesta

Expert Syst. Appl., 2012

Evolving activity recognition from sensor streams.

[BibT_eX]

[DOI]

Francisco Javier Ordóñez

Paula de Toledo

Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

User modeling in changeable environments.

[BibT_eX]

[DOI]

Esteban García-Cuesta

Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

2011

A plan classifier based on Chi-square distribution tests.

[BibT_eX]

[DOI]

Gal A. Kaminka

Intell. Data Anal., 2011

Evolving human activity classifier from sensor streams.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Human Activity Recognition Based on Evolving Fuzzy Systems.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2010

Evolving classification of agents' behaviors: a general approach.

[BibT_eX]

[DOI]

Evol. Syst., 2010

User modeling: Through statistical analysis and an evolving classifier.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

Human Activity Recognition in Intelligent Home Environments: An Evolving Approach.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2010, 2010

2009

CAOS Coach 2006 Simulation Team: An Opponent Modelling Approach.

[BibT_eX]

[DOI]

Comput. Informatics, 2009

Creating User Profiles from a Command-Line Interface: A Statistical Approach.

[BibT_eX]

[DOI]

Proceedings of the User Modeling, 2009

The Winning Advantage: Using Opponent Models in Robot Soccer.

[BibT_eX]

[DOI]

Juan Antonio Fernández

Ignacio Ramon Villena

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

2008

Verifying Robocup Teams.

[BibT_eX]

[DOI]

Clara Benac Earle

Lars-Åke Fredlund

Proceedings of the Model Checking and Artificial Intelligence, 5th International Workshop, 2008

An Efficient Behavior Classifier based on Distributions of Relevant Events.

[BibT_eX]

[DOI]

Gal A. Kaminka

Proceedings of the ECAI 2008, 2008

2007

Sequence Classification Using Statistical Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

2006

A Comparing Method of Two Team Behaviours in the Simulation Coach Competition.

[BibT_eX]

[DOI]