2024

HBIC: A Biclustering Algorithm for Heterogeneous Datasets
HBIC: A Biclustering Algorithm for Heterogeneous Datasets

A. José-García, J. Jacques, C. Chauvet, V. Sobanski, C. Dhaenens

European Conference on Artificial Intelligence (ECAI) 2024 conference

[Paper] [Code]

HBIC: A Biclustering Algorithm for Heterogeneous Datasets
HBIC: A Biclustering Algorithm for Heterogeneous Datasets

A. José-García, J. Jacques, C. Chauvet, V. Sobanski, C. Dhaenens

European Conference on Artificial Intelligence (ECAI) 2024 conference

[Paper] [Code]

2023

Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities
Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities

A. José-García, J. Jacques, V. Sobanski, C. Dhaenens

ACM Computing Surveys 2023 journal

[Paper]

Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities
Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities

A. José-García, J. Jacques, V. Sobanski, C. Dhaenens

ACM Computing Surveys 2023 journal

[Paper]

CVIK: A Matlab-based Cluster Validity Index Toolbox for Automatic Data Clustering
CVIK: A Matlab-based Cluster Validity Index Toolbox for Automatic Data Clustering

A. José-García, W. Gómez-Flores

SoftwareX 2023 journal

[Paper] [Code]

CVIK: A Matlab-based Cluster Validity Index Toolbox for Automatic Data Clustering
CVIK: A Matlab-based Cluster Validity Index Toolbox for Automatic Data Clustering

A. José-García, W. Gómez-Flores

SoftwareX 2023 journal

[Paper] [Code]

Evolutionary Clustering and Community Detection
Evolutionary Clustering and Community Detection

J. Handl, M. Garza-Fabre, A. José-García

Handbook of Evolutionary Machine Learning 2023 chapter book

[Paper]

Evolutionary Clustering and Community Detection
Evolutionary Clustering and Community Detection

J. Handl, M. Garza-Fabre, A. José-García

Handbook of Evolutionary Machine Learning 2023 chapter book

[Paper]

What’s in a Distance? Exploring the Interplay between Distance Measures and Internal Cluster Validity in Multi-objective Clustering
What’s in a Distance? Exploring the Interplay between Distance Measures and Internal Cluster Validity in Multi-objective Clustering

A. José-García, J. Handl

Natural Computing 2023 journal

[Paper]

What’s in a Distance? Exploring the Interplay between Distance Measures and Internal Cluster Validity in Multi-objective Clustering
What’s in a Distance? Exploring the Interplay between Distance Measures and Internal Cluster Validity in Multi-objective Clustering

A. José-García, J. Handl

Natural Computing 2023 journal

[Paper]

2022

Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views
Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views

M. Garza-Fabre, J. Handl, A. José-García

IEEE Transactions on Evolutionary Computation 2022 journal

[Paper] [Code]

Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views
Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views

M. Garza-Fabre, J. Handl, A. José-García

IEEE Transactions on Evolutionary Computation 2022 journal

[Paper] [Code]

C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation
C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation

A. José-García, A. Sneyd, A. Melro, A. Ollagnier, G. Tarling, H. Zhang, M. Stevenson, R. Everson, R. Arthur

International Journal of Artificial Intelligence in Education 2022 journal

[Paper]

C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation
C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation

A. José-García, A. Sneyd, A. Melro, A. Ollagnier, G. Tarling, H. Zhang, M. Stevenson, R. Everson, R. Arthur

International Journal of Artificial Intelligence in Education 2022 journal

[Paper]

Biclustering Algorithms based on Metaheuristics: A Review
Biclustering Algorithms based on Metaheuristics: A Review

A. José-García, J. Jacques, V. Sobanski, C. Dhaenens

Computational Intelligence Methods and Applications 2022 chapter book

[Paper]

Biclustering Algorithms based on Metaheuristics: A Review
Biclustering Algorithms based on Metaheuristics: A Review

A. José-García, J. Jacques, V. Sobanski, C. Dhaenens

Computational Intelligence Methods and Applications 2022 chapter book

[Paper]

Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis
Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis

A. José-García, J. Jacques, A. Filiot, J. Handl, V. Sobanski, C. Dhaenens

International Conference on Parallel Problem Solving from Nature 2022 conference

[Paper]

Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis
Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis

A. José-García, J. Jacques, A. Filiot, J. Handl, V. Sobanski, C. Dhaenens

International Conference on Parallel Problem Solving from Nature 2022 conference

[Paper]

2021

An Evolutionary Many-objective Approach to Multiview Clustering using Feature and Relational Data
An Evolutionary Many-objective Approach to Multiview Clustering using Feature and Relational Data

A. José-García, J. Handl, M. Garza-Fabre, W. Gómez-Flores

Applied Soft Computing 2021 journal

[Paper] [Code]

An Evolutionary Many-objective Approach to Multiview Clustering using Feature and Relational Data
An Evolutionary Many-objective Approach to Multiview Clustering using Feature and Relational Data

A. José-García, J. Handl, M. Garza-Fabre, W. Gómez-Flores

Applied Soft Computing 2021 journal

[Paper] [Code]

A Survey of Cluster Validity Indices for Automatic Data Clustering using Differential Evolution
A Survey of Cluster Validity Indices for Automatic Data Clustering using Differential Evolution

A. José-García, W. Gómez-Flores

GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference 2021 conference

[Paper]

A Survey of Cluster Validity Indices for Automatic Data Clustering using Differential Evolution
A Survey of Cluster Validity Indices for Automatic Data Clustering using Differential Evolution

A. José-García, W. Gómez-Flores

GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference 2021 conference

[Paper]

On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering
On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering

A. José-García, J. Handl

International Conference on Evolutionary Multi-Criterion Optimization 2021 conference

[Paper]

On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering
On the Interaction Between Distance Functions and Clustering Criteria in Multi-objective Clustering

A. José-García, J. Handl

International Conference on Evolutionary Multi-Criterion Optimization 2021 conference

[Paper]

2020

Detection of Fiber Defects Using Keypoints and Deep Learning

D. Siegmund, B. Fu, A. José-García, A. Salahuddin, A. Kuijper

International Journal of Pattern Recognition and Artificial Intelligence 2020 journal

[Paper]

Detection of Fiber Defects Using Keypoints and Deep Learning
Detection of Fiber Defects Using Keypoints and Deep Learning

D. Siegmund, B. Fu, A. José-García, A. Salahuddin, A. Kuijper

International Journal of Pattern Recognition and Artificial Intelligence 2020 journal

[Paper]

Automatic Clustering Algorithms: A Systematic Review and Bibliometric Analysis of Relevant Literature

A. Ezugwu, A. Shukla, M. Agbaje, O. Oyelade, A. José-García, J. Agushaka

Neural Computing and Applications 2020 journal

[Paper]

Automatic Clustering Algorithms: A Systematic Review and Bibliometric Analysis of Relevant Literature
Automatic Clustering Algorithms: A Systematic Review and Bibliometric Analysis of Relevant Literature

A. Ezugwu, A. Shukla, M. Agbaje, O. Oyelade, A. José-García, J. Agushaka

Neural Computing and Applications 2020 journal

[Paper]

2019

Many-view Clustering: An Illustration using Multiple Dissimilarity Measures
Many-view Clustering: An Illustration using Multiple Dissimilarity Measures

A. José-García, J. Handl, W. Gómez-Flores, M. Garza-Fabre

The Genetic and Evolutionary Computation Conference Companion 2019 conference

[Paper]

Many-view Clustering: An Illustration using Multiple Dissimilarity Measures
Many-view Clustering: An Illustration using Multiple Dissimilarity Measures

A. José-García, J. Handl, W. Gómez-Flores, M. Garza-Fabre

The Genetic and Evolutionary Computation Conference Companion 2019 conference

[Paper]

2017

Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion
Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion

A. José-García, W. Gómez-Flores

Mexican Conference on Pattern Recognition 2017 conference

[Paper]

Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion
Evolutionary Clustering Using Multi-prototype Representation and Connectivity Criterion

A. José-García, W. Gómez-Flores

Mexican Conference on Pattern Recognition 2017 conference

[Paper]

2016

Automatic Clustering Using Nature-inspired Metaheuristics: A Survey
Automatic Clustering Using Nature-inspired Metaheuristics: A Survey

A. José-García, W. Gómez-Flores

Applied Soft Computing 2016 journal

[Paper]

Automatic Clustering Using Nature-inspired Metaheuristics: A Survey
Automatic Clustering Using Nature-inspired Metaheuristics: A Survey

A. José-García, W. Gómez-Flores

Applied Soft Computing 2016 journal

[Paper]

2015

Rule-based Approach for Topic Maps Learning from Relational Databases

A. José-García, I. Lopez-Arevalo, V. J. Sosa-Sosa

Expert Systems 2015 journal

[Paper]

Rule-based Approach for Topic Maps Learning from Relational Databases
Rule-based Approach for Topic Maps Learning from Relational Databases

A. José-García, I. Lopez-Arevalo, V. J. Sosa-Sosa

Expert Systems 2015 journal

[Paper]

2012

Building Topic Maps from Relational Databases

A. José-García, I. Lopez-Arevalo, V. J. Sosa-Sosa

International Conference on Electrical Engineering, Computing Science and Automatic Control 2012 conference

[Paper]

Building Topic Maps from Relational Databases
Building Topic Maps from Relational Databases

A. José-García, I. Lopez-Arevalo, V. J. Sosa-Sosa

International Conference on Electrical Engineering, Computing Science and Automatic Control 2012 conference

[Paper]

2011

A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains

A. Rodriguez-Cristerna, J. Torres-Jiménez, I. Rivera-Islas, C. G. Hernandez-Morales, H. Romero-Monsivais, A. José-García

Mexican International Conference on Artificial Intelligence 2011 conference

[Paper]

A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains
A Mutation-Selection Algorithm for the Problem of Minimum Brauer Chains

A. Rodriguez-Cristerna, J. Torres-Jiménez, I. Rivera-Islas, C. G. Hernandez-Morales, H. Romero-Monsivais, A. José-García

Mexican International Conference on Artificial Intelligence 2011 conference

[Paper]

A Simulated Annealing Algorithm for the Problem of Minimal Addition Chains

A. José-García, H. Romero-Monsivais, C. G. Hernandez-Morales, A. Rodriguez-Cristerna, I. Rivera-Islas, J. Torres-Jiménez

Portuguese Conference on Artificial Intelligence 2011 conference

[Paper]

A Simulated Annealing Algorithm for the Problem of Minimal Addition Chains
A Simulated Annealing Algorithm for the Problem of Minimal Addition Chains

A. José-García, H. Romero-Monsivais, C. G. Hernandez-Morales, A. Rodriguez-Cristerna, I. Rivera-Islas, J. Torres-Jiménez

Portuguese Conference on Artificial Intelligence 2011 conference

[Paper]