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ORCIDBibTeX records: Sebastián Ventura
@article{DBLP:journals/access/ZmezmLLV24,
author = {Hareth Zmezm and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Eduardo Almeda Luna and
Sebasti{\'{a}}n Ventura},
title = {Efficient Frequent Chronicle Mining Algorithms: Application to Sleep
Disorder},
journal = {{IEEE} Access},
volume = {12},
pages = {14580--14595},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3357139},
doi = {10.1109/ACCESS.2024.3357139},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZmezmLLV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AvilaJimenezCCRV24,
author = {Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Vanesa Cant{\'{o}}n{-}Habas and
Mar{\'{\i}}a del Pilar Carrera{-}Gonz{\'{a}}lez and
Manuel Rich{-}Ruiz and
Sebasti{\'{a}}n Ventura},
title = {A deep learning model for Alzheimer's disease diagnosis based on patient
clinical records},
journal = {Comput. Biol. Medicine},
volume = {169},
pages = {107814},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2023.107814},
doi = {10.1016/J.COMPBIOMED.2023.107814},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AvilaJimenezCCRV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04192,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Interactive Multi-Objective Evolutionary Optimization of Software
Architectures},
journal = {CoRR},
volume = {abs/2401.04192},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04192},
doi = {10.48550/ARXIV.2401.04192},
eprinttype = {arXiv},
eprint = {2401.04192},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18616,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {{JCLEC-MO:} a Java suite for solving many-objective optimization engineering
problems},
journal = {CoRR},
volume = {abs/2402.18616},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18616},
doi = {10.48550/ARXIV.2402.18616},
eprinttype = {arXiv},
eprint = {2402.18616},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/PorrasLRV23,
author = {Jose Manuel Porras and
Juan Alfonso Lara and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {A Case-Study Comparison of Machine Learning Approaches for Predicting
Student's Dropout from Multiple Online Educational Entities},
journal = {Algorithms},
volume = {16},
number = {12},
pages = {554},
year = {2023},
url = {https://doi.org/10.3390/a16120554},
doi = {10.3390/A16120554},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/PorrasLRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PerezV23,
author = {Eduardo P{\'{e}}rez and
Sebasti{\'{a}}n Ventura},
title = {Progressive growing of Generative Adversarial Networks for improving
data augmentation and skin cancer diagnosis},
journal = {Artif. Intell. Medicine},
volume = {141},
pages = {102556},
year = {2023},
url = {https://doi.org/10.1016/j.artmed.2023.102556},
doi = {10.1016/J.ARTMED.2023.102556},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/PerezV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/TrasierrasLV23,
author = {Antonio Manuel Trasierras and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {A contrast set mining based approach for cancer subtype analysis},
journal = {Artif. Intell. Medicine},
volume = {143},
pages = {102590},
year = {2023},
url = {https://doi.org/10.1016/j.artmed.2023.102590},
doi = {10.1016/J.ARTMED.2023.102590},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/TrasierrasLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LunaKFV23,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Rage Uday Kiran and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Efficient mining of top-\emph{k} high utility itemsets through genetic
algorithms},
journal = {Inf. Sci.},
volume = {624},
pages = {529--553},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2022.12.092},
doi = {10.1016/J.INS.2022.12.092},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LunaKFV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BarbudoVR23,
author = {Rafael Barbudo and
Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Ra{\'{u}}l Romero},
title = {Eight years of AutoML: categorisation, review and trends},
journal = {Knowl. Inf. Syst.},
volume = {65},
number = {12},
pages = {5097--5149},
year = {2023},
url = {https://doi.org/10.1007/s10115-023-01935-1},
doi = {10.1007/S10115-023-01935-1},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/BarbudoVR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PerezV23,
author = {Eduardo P{\'{e}}rez and
Sebasti{\'{a}}n Ventura},
title = {A framework to build accurate Convolutional Neural Network models
for melanoma diagnosis},
journal = {Knowl. Based Syst.},
volume = {260},
pages = {110157},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2022.110157},
doi = {10.1016/J.KNOSYS.2022.110157},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PerezV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/make/CachiVC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Improving Spiking Neural Network Performance with Auxiliary Learning},
journal = {Mach. Learn. Knowl. Extr.},
volume = {5},
number = {3},
pages = {1010--1022},
year = {2023},
url = {https://doi.org/10.3390/make5030052},
doi = {10.3390/MAKE5030052},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/make/CachiVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/BerralSolerMVMM23,
author = {Rafael Berral{-}Soler and
Francisco Jos{\'{e}} Madrid{-}Cuevas and
Sebasti{\'{a}}n Ventura and
Rafael Mu{\~{n}}oz{-}Salinas and
Manuel J. Mar{\'{\i}}n{-}Jim{\'{e}}nez},
editor = {Nicolas Tsapatsoulis and
Andreas Lanitis and
Marios Pattichis and
Constantinos S. Pattichis and
Christos Kyrkou and
Efthyvoulos C. Kyriacou and
Zenonas Theodosiou and
Andreas Panayides},
title = {A Comparison of Neural Network-Based Super-Resolution Models on 3D
Rendered Images},
booktitle = {Computer Analysis of Images and Patterns - 20th International Conference,
{CAIP} 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14184},
pages = {45--55},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44237-7\_5},
doi = {10.1007/978-3-031-44237-7\_5},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caip/BerralSolerMVMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LunaLV23,
author = {Eduardo Almeda Luna and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Jo{\~{a}}o Rafael Almeida and
Myra Spiliopoulou and
Jos{\'{e}} Alberto Ben{\'{\i}}tez{-}Andrades and
Giuseppe Placidi and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Rosa Sicilia and
Bridget Kane},
title = {Radiomics Software Tools: {A} comparative Analysis on Breast Cancer},
booktitle = {36th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2023, L'Aquila, Italy, June 22-24, 2023},
pages = {542--547},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CBMS58004.2023.00276},
doi = {10.1109/CBMS58004.2023.00276},
timestamp = {Mon, 24 Jul 2023 15:56:16 +0200},
biburl = {https://dblp.org/rec/conf/cbms/LunaLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/RoblesBerumenZV23,
author = {Hermes Robles{-}Berumen and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {457--468},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_39},
doi = {10.1007/978-3-031-40725-3\_39},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/RoblesBerumenZV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CachiSC23,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura Soto and
Krzysztof J. Cios},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {{TM-SNN:} Threshold Modulated Spiking Neural Network for Multi-task
Learning},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {653--663},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_53},
doi = {10.1007/978-3-031-43078-7\_53},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/CachiSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lasispain/PorrasPF0V23,
author = {Jose Manuel Porras and
Antonio Porras and
Jos{\'{e}} Alberto Fern{\'{a}}ndez and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Antonio Balderas and
Alejandra Mart{\'{\i}}nez{-}Mon{\'{e}}s and
Juan Manuel Dodero and
Salvador Ros},
title = {Selecting the Best Approach for Predicting Student Dropout in Full
Online Private Higher Education},
booktitle = {Proceedings of the Learning Analytics Summer Institute Spain 2023
{(LASI} Spain 2023), Madrid, Spain, June 29-30, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3542},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3542/paper1.pdf},
timestamp = {Thu, 21 Dec 2023 17:17:04 +0100},
biburl = {https://dblp.org/rec/conf/lasispain/PorrasPF0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MoyanoLV22,
author = {Jose M. Moyano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Reducing the Label Space a Predefined Ratio for a More Efficient Multilabel
Classification},
journal = {{IEEE} Access},
volume = {10},
pages = {76480--76492},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3192642},
doi = {10.1109/ACCESS.2022.3192642},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MoyanoLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BarronLV22,
author = {Marco Antonio Barron and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Facing Up Fare War: Generating Competitive Price Models With Gene
Expression Programming},
journal = {{IEEE} Access},
volume = {10},
pages = {125298--125310},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3225435},
doi = {10.1109/ACCESS.2022.3225435},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BarronLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/Al-TwijriLHV22,
author = {Mohammed Ibrahim Al{-}Twijri and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Herrera and
Sebasti{\'{a}}n Ventura},
title = {Course Recommendation based on Sequences: An Evolutionary Search of
Emerging Sequential Patterns},
journal = {Cogn. Comput.},
volume = {14},
number = {4},
pages = {1474--1495},
year = {2022},
url = {https://doi.org/10.1007/s12559-022-10015-5},
doi = {10.1007/S12559-022-10015-5},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/Al-TwijriLHV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/TrasierrasLV22,
author = {Antonio Manuel Trasierras and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Improving the understanding of cancer in a descriptive way: An emerging
pattern mining-based approach},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {4},
pages = {2822--2848},
year = {2022},
url = {https://doi.org/10.1002/int.22503},
doi = {10.1002/INT.22503},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/TrasierrasLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ile/LunaFPRV22,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Habib M. Fardoun and
Francisco Padillo and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Subgroup discovery in MOOCs: a big data application for describing
different types of learners},
journal = {Interact. Learn. Environ.},
volume = {30},
number = {1},
pages = {127--145},
year = {2022},
url = {https://doi.org/10.1080/10494820.2019.1643742},
doi = {10.1080/10494820.2019.1643742},
timestamp = {Sun, 11 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ile/LunaFPRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MoyanoV22,
author = {Jose M. Moyano and
Sebasti{\'{a}}n Ventura},
title = {Auto-adaptive Grammar-Guided Genetic Programming algorithm to build
Ensembles of Multi-Label Classifiers},
journal = {Inf. Fusion},
volume = {78},
pages = {1--19},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.07.005},
doi = {10.1016/J.INFFUS.2021.07.005},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/MoyanoV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jche/Bowen-MendozaPM22,
author = {Lorena Bowen{-}Mendoza and
Maricela Pinargote{-}Ortega and
Jaime Meza and
Sebasti{\'{a}}n Ventura},
title = {Design of peer assessment rubrics for {ICT} topics},
journal = {J. Comput. High. Educ.},
volume = {34},
number = {1},
pages = {211--241},
year = {2022},
url = {https://doi.org/10.1007/s12528-021-09297-9},
doi = {10.1007/S12528-021-09297-9},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jche/Bowen-MendozaPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/MaqsoodCRV22,
author = {Rabia Maqsood and
Paolo Ceravolo and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Modeling and predicting students' engagement behaviors using mixture
Markov models},
journal = {Knowl. Inf. Syst.},
volume = {64},
number = {5},
pages = {1349--1384},
year = {2022},
url = {https://doi.org/10.1007/s10115-022-01674-9},
doi = {10.1007/S10115-022-01674-9},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/MaqsoodCRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/PerezV22,
author = {Eduardo P{\'{e}}rez and
Sebasti{\'{a}}n Ventura},
title = {An ensemble-based convolutional neural network model powered by a
genetic algorithm for melanoma diagnosis},
journal = {Neural Comput. Appl.},
volume = {34},
number = {13},
pages = {10429--10448},
year = {2022},
url = {https://doi.org/10.1007/s00521-021-06655-7},
doi = {10.1007/S00521-021-06655-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/PerezV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/EstebanZV22,
author = {Aurora Esteban and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Data mining in predictive maintenance systems: {A} taxonomy and systematic
review},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {12},
number = {5},
year = {2022},
url = {https://doi.org/10.1002/widm.1471},
doi = {10.1002/WIDM.1471},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/EstebanZV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisi/YacoubMHSG22,
author = {Mohamed Farouk Yacoub and
Huda Amin Maghawry and
Nivin A. Helal and
Sebasti{\'{a}}n Ventura Soto and
Tarek F. Gharib},
editor = {Aboul Ella Hassanien and
V{\'{a}}clav Sn{\'{a}}sel and
Mincong Tang and
Tien{-}Wen Sung and
Kuo{-}Chi Chang},
title = {An Efficient 2-Stages Classification Model for Students Performance
Prediction},
booktitle = {Proceedings of the 8th International Conference on Advanced Intelligent
Systems and Informatics, {AISI} 2022, Cairo, Egypt, 20-22 November,
2022},
series = {Lecture Notes on Data Engineering and Communications Technologies},
volume = {152},
pages = {107--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20601-6\_9},
doi = {10.1007/978-3-031-20601-6\_9},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aisi/YacoubMHSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Delgado-OsunaGV22,
author = {Jos{\'{e}} A. Delgado{-}Osuna and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {Smart Operators for Inducing Colorectal Cancer Classification Trees
with PonyGE2 Grammatical Evolution Python Package},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2022, Padua, Italy,
July 18-23, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CEC55065.2022.9870361},
doi = {10.1109/CEC55065.2022.9870361},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/Delgado-OsunaGV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coins/BarronLV22,
author = {Marco Antonio Barron and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Dynamic Airline Discounts using an Evolutionary Subgroup Discovery
Methodology},
booktitle = {{IEEE} International Conference on Omni-layer Intelligent Systems,
{COINS} 2022, Barcelona, Spain, August 1-3, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COINS54846.2022.9854942},
doi = {10.1109/COINS54846.2022.9854942},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coins/BarronLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coins/MoyanoLV22,
author = {Jose M. Moyano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Improving the Performance of Multi-Label Classifiers via Label Space
Reduction},
booktitle = {{IEEE} International Conference on Omni-layer Intelligent Systems,
{COINS} 2022, Barcelona, Spain, August 1-3, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COINS54846.2022.9854940},
doi = {10.1109/COINS54846.2022.9854940},
timestamp = {Fri, 26 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coins/MoyanoLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coins/PerezV22,
author = {Eduardo P{\'{e}}rez and
Sebasti{\'{a}}n Ventura},
title = {Multi-view Deep Neural Networks for multiclass skin lesion diagnosis},
booktitle = {{IEEE} International Conference on Omni-layer Intelligent Systems,
{COINS} 2022, Barcelona, Spain, August 1-3, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/COINS54846.2022.9854997},
doi = {10.1109/COINS54846.2022.9854997},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coins/PerezV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/CachiJVCC22,
author = {Paolo Gabriel Cachi and
Soumil Jain and
Sebasti{\'{a}}n Ventura and
Gert Cauwenberghs and
Krzysztof J. Cios},
title = {Reproducing Aplysia {R-15} Bursting Neurodynamics on a Neuromorphic
Microchip},
booktitle = {29th {IEEE} International Conference on Electronics, Circuits and
Systems, {ICECS} 2022, Glasgow, United Kingdom, October 24-26, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICECS202256217.2022.9970967},
doi = {10.1109/ICECS202256217.2022.9970967},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icecsys/CachiJVCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sadasc/2022,
editor = {Mohamed Hamlich and
Ladjel Bellatreche and
Ali Siadat and
Sebasti{\'{a}}n Ventura},
title = {Smart Applications and Data Analysis - 4th International Conference,
{SADASC} 2022, Marrakesh, Morocco, September 22-24, 2022, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1677},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20490-6},
doi = {10.1007/978-3-031-20490-6},
isbn = {978-3-031-20489-0},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sadasc/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-01522,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {{MT-SNN:} Spiking Neural Network that Enables Single-Tasking of Multiple
Tasks},
journal = {CoRR},
volume = {abs/2208.01522},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.01522},
doi = {10.48550/ARXIV.2208.01522},
eprinttype = {arXiv},
eprint = {2208.01522},
timestamp = {Tue, 09 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-01522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/VenturaSG21,
author = {Sebasti{\'{a}}n Ventura and
Paolo Soda and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez},
title = {{EDITORIAL}},
journal = {Comput. Intell.},
volume = {37},
number = {4},
pages = {1458--1459},
year = {2021},
url = {https://doi.org/10.1111/coin.12493},
doi = {10.1111/COIN.12493},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/VenturaSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/LuqueLV21,
author = {Carmen Luque and
Jos{\'{e}} Miguel Madue{\~{n}}o Luna and
Sebasti{\'{a}}n Ventura},
title = {A semantically enriched text mining system for clinical decision support},
journal = {Comput. Intell.},
volume = {37},
number = {4},
pages = {1545--1570},
year = {2021},
url = {https://doi.org/10.1111/coin.12322},
doi = {10.1111/COIN.12322},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/LuqueLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Quintero-Dominguez21,
author = {Luis A. Quintero{-}Dom{\'{\i}}nguez and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {A propositionalization method of multi-relational data based on Grammar-Guided
Genetic Programming},
journal = {Expert Syst. Appl.},
volume = {168},
pages = {114263},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.114263},
doi = {10.1016/J.ESWA.2020.114263},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Quintero-Dominguez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/CachiVC21,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {{CRBA:} {A} Competitive Rate-Based Algorithm Based on Competitive
Spiking Neural Networks},
journal = {Frontiers Comput. Neurosci.},
volume = {15},
pages = {627567},
year = {2021},
url = {https://doi.org/10.3389/fncom.2021.627567},
doi = {10.3389/FNCOM.2021.627567},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/CachiVC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MoyanoPFV21,
author = {Jose M. Moyano and
Oscar Gabriel Reyes Pupo and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {Performing multi-target regression via gene expression programming-based
ensemble models},
journal = {Neurocomputing},
volume = {432},
pages = {275--287},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.12.060},
doi = {10.1016/J.NEUCOM.2020.12.060},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MoyanoPFV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/GonzalezSSF21,
author = {Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Sebasti{\'{a}}n Ventura Soto and
Paolo Soda and
Jesualdo Tom{\'{a}}s Fern{\'{a}}ndez{-}Breis},
title = {Introduction to the special issue on Methods and applications in the
analysis of social data in healthcare},
journal = {Inf. Process. Manag.},
volume = {58},
number = {1},
pages = {102427},
year = {2021},
url = {https://doi.org/10.1016/j.ipm.2020.102427},
doi = {10.1016/J.IPM.2020.102427},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/GonzalezSSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Fournier-VigerY21,
author = {Philippe Fournier{-}Viger and
Peng Yang and
Rage Uday Kiran and
Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
title = {Mining local periodic patterns in a discrete sequence},
journal = {Inf. Sci.},
volume = {544},
pages = {519--548},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.09.044},
doi = {10.1016/J.INS.2020.09.044},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Fournier-VigerY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jche/Pinargote-Ortega21,
author = {Maricela Pinargote{-}Ortega and
Lorena Bowen{-}Mendoza and
Jaime Meza and
Sebasti{\'{a}}n Ventura},
title = {Peer assessment using soft computing techniques},
journal = {J. Comput. High. Educ.},
volume = {33},
number = {3},
pages = {684--726},
year = {2021},
url = {https://doi.org/10.1007/s12528-021-09296-w},
doi = {10.1007/S12528-021-09296-W},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jche/Pinargote-Ortega21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PerezPV21,
author = {Eduardo P{\'{e}}rez and
Oscar Gabriel Reyes Pupo and
Sebasti{\'{a}}n Ventura},
title = {Convolutional neural networks for the automatic diagnosis of melanoma:
An extensive experimental study},
journal = {Medical Image Anal.},
volume = {67},
pages = {101858},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101858},
doi = {10.1016/J.MEDIA.2020.101858},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/PerezPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2},
doi = {10.1007/978-3-030-93736-2},
isbn = {978-3-030-93735-5},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1},
doi = {10.1007/978-3-030-93733-1},
isbn = {978-3-030-93732-4},
timestamp = {Sat, 12 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LunaFV20,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Extracting User-Centric Knowledge on Two Different Spaces: Concepts
and Records},
journal = {{IEEE} Access},
volume = {8},
pages = {134782--134799},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3010852},
doi = {10.1109/ACCESS.2020.3010852},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LunaFV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LunaPDV20,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Mykola Pechenizkiy and
Wouter Duivesteijn and
Sebasti{\'{a}}n Ventura},
title = {Exceptional in so Many Ways - Discovering Descriptors That Display
Exceptional Behavior on Contrasting Scenarios},
journal = {{IEEE} Access},
volume = {8},
pages = {200982--200994},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3034885},
doi = {10.1109/ACCESS.2020.3034885},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LunaPDV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/PupoPLCV20,
author = {Oscar Gabriel Reyes Pupo and
Eduardo P{\'{e}}rez and
Ra{\'{u}}l M. Luque and
Justo Casta{\~{n}}o and
Sebasti{\'{a}}n Ventura},
title = {A supervised machine learning-based methodology for analyzing dysregulation
in splicing machinery: An application in cancer diagnosis},
journal = {Artif. Intell. Medicine},
volume = {108},
pages = {101950},
year = {2020},
url = {https://doi.org/10.1016/j.artmed.2020.101950},
doi = {10.1016/J.ARTMED.2020.101950},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/PupoPLCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Garcia-Martinez20,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {Multi-view Genetic Programming Learning to Obtain Interpretable Rule-Based
Classifiers for Semi-supervised Contexts. Lessons Learnt},
journal = {Int. J. Comput. Intell. Syst.},
volume = {13},
number = {1},
pages = {576--590},
year = {2020},
url = {https://doi.org/10.2991/ijcis.d.200511.002},
doi = {10.2991/IJCIS.D.200511.002},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/Garcia-Martinez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/Delgado-OsunaGB20,
author = {Jos{\'{e}} A. Delgado{-}Osuna and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Jose G{\'{o}}mez Barbadillo and
Sebasti{\'{a}}n Ventura},
title = {Heuristics for interesting class association rule mining a colorectal
cancer database},
journal = {Inf. Process. Manag.},
volume = {57},
number = {3},
pages = {102207},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2020.102207},
doi = {10.1016/J.IPM.2020.102207},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/Delgado-OsunaGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Gonzalez-LopezV20,
author = {Jorge Gonzalez{-}Lopez and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
title = {Distributed multi-label feature selection using individual mutual
information measures},
journal = {Knowl. Based Syst.},
volume = {188},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105052},
doi = {10.1016/J.KNOSYS.2019.105052},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Gonzalez-LopezV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HassanAISNMVH20,
author = {Saeed{-}Ul Hassan and
Naif R. Aljohani and
Nimra Idrees and
Raheem Sarwar and
Raheel Nawaz and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Predicting literature's early impact with sentiment analysis in Twitter},
journal = {Knowl. Based Syst.},
volume = {192},
pages = {105383},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105383},
doi = {10.1016/J.KNOSYS.2019.105383},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/HassanAISNMVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PadilloLV20,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {{LAC:} Library for associative classification},
journal = {Knowl. Based Syst.},
volume = {193},
pages = {105432},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105432},
doi = {10.1016/J.KNOSYS.2019.105432},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/PadilloLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MoyanoGCV20,
author = {Jose M. Moyano and
Eva Gibaja and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Combining multi-label classifiers based on projections of the output
space using Evolutionary algorithms},
journal = {Knowl. Based Syst.},
volume = {196},
pages = {105770},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105770},
doi = {10.1016/J.KNOSYS.2020.105770},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/HassanASAISMVH20,
author = {Saeed{-}Ul Hassan and
Naif R. Aljohani and
Mudassir Shabbir and
Umair Ali and
Sehrish Iqbal and
Raheem Sarwar and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Tweet Coupling: a social media methodology for clustering scientific
publications},
journal = {Scientometrics},
volume = {124},
number = {2},
pages = {973--991},
year = {2020},
url = {https://doi.org/10.1007/s11192-020-03499-1},
doi = {10.1007/S11192-020-03499-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/HassanASAISMVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Gonzalez-LopezV20,
author = {Jorge Gonzalez{-}Lopez and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
title = {Distributed Selection of Continuous Features in Multilabel Classification
Using Mutual Information},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {7},
pages = {2280--2293},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2944298},
doi = {10.1109/TNNLS.2019.2944298},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Gonzalez-LopezV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/RomeroV20,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Educational data mining and learning analytics: An updated survey},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {3},
year = {2020},
url = {https://doi.org/10.1002/widm.1355},
doi = {10.1002/WIDM.1355},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/RomeroV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/EstebanZV20,
author = {Aurora Esteban and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {A Preliminary Study on Evolutionary Clustering for Multiple Instance
Learning},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185588},
doi = {10.1109/CEC48606.2020.9185588},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/EstebanZV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MoyanoGCV20,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Tree-Shaped Ensemble of Multi-Label Classifiers using Grammar-Guided
Genetic Programming},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185661},
doi = {10.1109/CEC48606.2020.9185661},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MoyanoGCV20,
author = {Jose M. Moyano and
Eva L. Gibaja and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Generating Ensembles of Multi-Label Classifiers Using Cooperative
Coevolutionary Algorithms},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1379--1386},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200242},
doi = {10.3233/FAIA200242},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MoyanoGCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Fournier-VigerW20,
author = {Philippe Fournier{-}Viger and
Ying Wang and
Jerry Chun{-}Wei Lin and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Jun Sasaki},
title = {Mining Cross-Level High Utility Itemsets},
booktitle = {Trends in Artificial Intelligence Theory and Applications. Artificial
Intelligence Practices - 33rd International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2020, Kitakyushu, Japan, September 22-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12144},
pages = {858--871},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-55789-8\_73},
doi = {10.1007/978-3-030-55789-8\_73},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/Fournier-VigerW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/CachiVC20,
author = {Paolo Gabriel Cachi and
Sebasti{\'{a}}n Ventura and
Krzysztof Jozef Cios},
editor = {Marie{-}Jeanne Lesot and
Susana M. Vieira and
Marek Z. Reformat and
Jo{\~{a}}o Paulo Carvalho and
Anna Wilbik and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Fast Convergence of Competitive Spiking Neural Networks with Sample-Based
Weight Initialization},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 18th International Conference, {IPMU} 2020, Lisbon, Portugal,
June 15-19, 2020, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {1239},
pages = {773--786},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50153-2\_57},
doi = {10.1007/978-3-030-50153-2\_57},
timestamp = {Tue, 29 Dec 2020 18:36:32 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/CachiVC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/PadilloLV19,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {A Grammar-Guided Genetic Programing Algorithm for Associative Classification
in Big Data},
journal = {Cogn. Comput.},
volume = {11},
number = {3},
pages = {331--346},
year = {2019},
url = {https://doi.org/10.1007/s12559-018-9617-2},
doi = {10.1007/S12559-018-9617-2},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/PadilloLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/RamirezRGV19,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {{JCLEC-MO:} {A} Java suite for solving many-objective optimization
engineering problems},
journal = {Eng. Appl. Artif. Intell.},
volume = {81},
pages = {14--28},
year = {2019},
url = {https://doi.org/10.1016/j.engappai.2019.02.003},
doi = {10.1016/J.ENGAPPAI.2019.02.003},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/RamirezRGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/LunaCGJV19,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Crist{\'{o}}bal J. Carmona and
{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Sebasti{\'{a}}n Ventura},
title = {Subgroup Discovery on Multiple Instance Data},
journal = {Int. J. Comput. Intell. Syst.},
volume = {12},
number = {2},
pages = {1602--1612},
year = {2019},
url = {https://doi.org/10.2991/ijcis.d.191213.001},
doi = {10.2991/IJCIS.D.191213.001},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/LunaCGJV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HassanWAAVH19,
author = {Saeed{-}Ul Hassan and
Hajra Waheed and
Naif R. Aljohani and
Mohsen Ali and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Virtual learning environment to predict withdrawal by leveraging deep
learning},
journal = {Int. J. Intell. Syst.},
volume = {34},
number = {8},
pages = {1935--1952},
year = {2019},
url = {https://doi.org/10.1002/int.22129},
doi = {10.1002/INT.22129},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/HassanWAAVH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/PupoV19,
author = {Oscar Gabriel Reyes Pupo and
Sebasti{\'{a}}n Ventura},
title = {Performing Multi-Target Regression via a Parameter Sharing-Based Deep
Network},
journal = {Int. J. Neural Syst.},
volume = {29},
number = {9},
pages = {1950014:1--1950014:22},
year = {2019},
url = {https://doi.org/10.1142/S012906571950014X},
doi = {10.1142/S012906571950014X},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/PupoV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MoyanoGCV19,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {An evolutionary approach to build ensembles of multi-label classifiers},
journal = {Inf. Fusion},
volume = {50},
pages = {168--180},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.11.013},
doi = {10.1016/J.INFFUS.2018.11.013},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/MoyanoGCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/RamirezRV19,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {A survey of many-objective optimisation in search-based software engineering},
journal = {J. Syst. Softw.},
volume = {149},
pages = {382--395},
year = {2019},
url = {https://doi.org/10.1016/j.jss.2018.12.015},
doi = {10.1016/J.JSS.2018.12.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/RamirezRV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Robles-BerumenZ19,
author = {Hermes Robles{-}Berumen and
Amelia Zafra and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {{LEAC:} An efficient library for clustering with evolutionary algorithms},
journal = {Knowl. Based Syst.},
volume = {179},
pages = {117--119},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.05.008},
doi = {10.1016/J.KNOSYS.2019.05.008},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Robles-BerumenZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Quintero-Dominguez19,
author = {Luis A. Quintero{-}Dom{\'{\i}}nguez and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {WordificationMI: multi-relational data mining through multiple-instance
propositionalization},
journal = {Prog. Artif. Intell.},
volume = {8},
number = {3},
pages = {375--387},
year = {2019},
url = {https://doi.org/10.1007/s13748-019-00186-y},
doi = {10.1007/S13748-019-00186-Y},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Quintero-Dominguez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/RomeroV19,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Guest Editorial: Special Issue on Early Prediction and Supporting
of Learning Performance},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {12},
number = {2},
pages = {145--147},
year = {2019},
url = {https://doi.org/10.1109/TLT.2019.2908106},
doi = {10.1109/TLT.2019.2908106},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlt/RomeroV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/LuqueLLV19,
author = {Carmen Luque and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Maria Luque and
Sebasti{\'{a}}n Ventura},
title = {An advanced review on text mining in medicine},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {9},
number = {3},
year = {2019},
url = {https://doi.org/10.1002/widm.1302},
doi = {10.1002/WIDM.1302},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/LuqueLLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/LunaFV19,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Philippe Fournier{-}Viger and
Sebasti{\'{a}}n Ventura},
title = {Frequent itemset mining: {A} 25 years review},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {9},
number = {6},
year = {2019},
url = {https://doi.org/10.1002/widm.1329},
doi = {10.1002/WIDM.1329},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/LunaFV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/PupoLCV19,
author = {Oscar Gabriel Reyes Pupo and
Ra{\'{u}}l M. Luque and
Justo Casta{\~{n}}o and
Sebasti{\'{a}}n Ventura},
title = {A Supervised Methodology for Analyzing Dysregulation in Splicing Machinery:
An Application in Cancer Diagnosis},
booktitle = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
pages = {120--125},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMS.2019.00035},
doi = {10.1109/CBMS.2019.00035},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/PupoLCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/Delgado-OsunaGV19,
author = {Jos{\'{e}} Antonio Delgado{-}Osuna and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura and
Jose G{\'{o}}mez Barbadillo},
title = {Obtaining Tractable and Interpretable Descriptions for Cases with
Complications from a Colorectal Cancer Database},
booktitle = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
pages = {459--464},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMS.2019.00095},
doi = {10.1109/CBMS.2019.00095},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/Delgado-OsunaGV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LuqueLV19,
author = {Carmen Luque and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {MiNerDoc: a Semantically Enriched Text Mining System to Transform
Clinical Text into Knowledge},
booktitle = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
pages = {702--707},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CBMS.2019.00142},
doi = {10.1109/CBMS.2019.00142},
timestamp = {Sun, 11 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cbms/LuqueLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/MaqsoodCV19,
author = {Rabia Maqsood and
Paolo Ceravolo and
Sebasti{\'{a}}n Ventura},
editor = {Alaa K. Ashmawy and
Sebastian Schreiter},
title = {Discovering Students' Engagement Behaviors in Confidence-based Assessment},
booktitle = {{IEEE} Global Engineering Education Conference, {EDUCON} 2019, Dubai,
United Arab Emirates, April 8-11, 2019},
pages = {841--846},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EDUCON.2019.8725161},
doi = {10.1109/EDUCON.2019.8725161},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/educon/MaqsoodCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/Gonzalez-LopezV19,
author = {Jorge Gonzalez{-}Lopez and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
editor = {Jo{\~{a}}o M. F. Rodrigues and
Pedro J. S. Cardoso and
J{\^{a}}nio M. Monteiro and
Roberto Lam and
Valeria V. Krzhizhanovskaya and
Michael Harold Lees and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {{ARFF} Data Source Library for Distributed Single/Multiple Instance,
Single/Multiple Output Learning on Apache Spark},
booktitle = {Computational Science - {ICCS} 2019 - 19th International Conference,
Faro, Portugal, June 12-14, 2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11538},
pages = {173--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22744-9\_13},
doi = {10.1007/978-3-030-22744-9\_13},
timestamp = {Tue, 07 May 2024 20:07:42 +0200},
biburl = {https://dblp.org/rec/conf/iccS/Gonzalez-LopezV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/MoyanoGV019,
author = {Jose M. Moyano and
Eva Gibaja and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
editor = {Muthu Ramachandran and
Robert John Walters and
Gary B. Wills and
V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Victor Chang},
title = {Speeding Up Classifier Chains in Multi-label Classification},
booktitle = {Proceedings of the 4th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2019, Heraklion, Crete, Greece, May
2-4, 2019},
pages = {29--37},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007614200290037},
doi = {10.5220/0007614200290037},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iotbd/MoyanoGV019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/LunaPV19,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Padillo and
Sebasti{\'{a}}n Ventura},
editor = {Muthu Ramachandran and
Robert John Walters and
Gary B. Wills and
V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Victor Chang},
title = {Associative Classification in Big Data through a {G3P} Approach},
booktitle = {Proceedings of the 4th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2019, Heraklion, Crete, Greece, May
2-4, 2019},
pages = {94--102},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007688400940102},
doi = {10.5220/0007688400940102},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iotbd/LunaPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/VenturaL18,
author = {Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
title = {Supervised Descriptive Pattern Mining},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98140-6},
doi = {10.1007/978-3-319-98140-6},
isbn = {978-3-319-98139-0},
timestamp = {Fri, 12 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/VenturaL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MelkiKVC18,
author = {Gabriella Melki and
Vojislav Kecman and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
title = {{OLLAWV:} OnLine Learning Algorithm using Worst-Violators},
journal = {Appl. Soft Comput.},
volume = {66},
pages = {384--393},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2018.02.040},
doi = {10.1016/J.ASOC.2018.02.040},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MelkiKVC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/Gonzalez-LopezV18,
author = {Jorge Gonzalez{-}Lopez and
Sebasti{\'{a}}n Ventura and
Alberto Cano},
title = {Distributed nearest neighbor classification for large-scale multi-label
data on spark},
journal = {Future Gener. Comput. Syst.},
volume = {87},
pages = {66--82},
year = {2018},
url = {https://doi.org/10.1016/j.future.2018.04.094},
doi = {10.1016/J.FUTURE.2018.04.094},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/Gonzalez-LopezV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/PadilloLHV18,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Herrera and
Sebasti{\'{a}}n Ventura},
title = {Mining association rules on Big Data through MapReduce genetic programming},
journal = {Integr. Comput. Aided Eng.},
volume = {25},
number = {1},
pages = {31--48},
year = {2018},
url = {https://doi.org/10.3233/ICA-170555},
doi = {10.3233/ICA-170555},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/PadilloLHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/PupoFV18,
author = {Oscar Gabriel Reyes Pupo and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {An ensemble-based method for the selection of instances in the multi-target
regression problem},
journal = {Integr. Comput. Aided Eng.},
volume = {25},
number = {4},
pages = {305--320},
year = {2018},
url = {https://doi.org/10.3233/ICA-180581},
doi = {10.3233/ICA-180581},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/PupoFV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Pupo0FV18,
author = {Oscar Gabriel Reyes Pupo and
Alberto Cano and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {A locally weighted learning method based on a data gravitation model
for multi-target regression},
journal = {Int. J. Comput. Intell. Syst.},
volume = {11},
number = {1},
pages = {282--295},
year = {2018},
url = {https://doi.org/10.2991/ijcis.11.1.22},
doi = {10.2991/IJCIS.11.1.22},
timestamp = {Tue, 16 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Pupo0FV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Guerrero-Enamorado18,
author = {Alain Guerrero{-}Enamorado and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {A gene expression programming algorithm for discovering classification
rules in the multi-objective space},
journal = {Int. J. Comput. Intell. Syst.},
volume = {11},
number = {1},
pages = {540--559},
year = {2018},
url = {https://doi.org/10.2991/ijcis.11.1.40},
doi = {10.2991/IJCIS.11.1.40},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Guerrero-Enamorado18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/LunaOFV18,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
M. Ondra and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {Optimization of quality measures in association rule mining: an empirical
study},
journal = {Int. J. Comput. Intell. Syst.},
volume = {12},
number = {1},
pages = {59--78},
year = {2018},
url = {https://doi.org/10.2991/ijcis.2018.25905182},
doi = {10.2991/IJCIS.2018.25905182},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/LunaOFV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PupoMV18,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {Effective active learning strategy for multi-label learning},
journal = {Neurocomputing},
volume = {273},
pages = {494--508},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.08.001},
doi = {10.1016/J.NEUCOM.2017.08.001},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PupoMV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MoyanoGCV18,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Krzysztof J. Cios and
Sebasti{\'{a}}n Ventura},
title = {Review of ensembles of multi-label classifiers: Models, experimental
study and prospects},
journal = {Inf. Fusion},
volume = {44},
pages = {33--45},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.12.001},
doi = {10.1016/J.INFFUS.2017.12.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/MoyanoGCV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/QuesadaRV18,
author = {Aurora Ram{\'{\i}}rez Quesada and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Interactive multi-objective evolutionary optimization of software
architectures},
journal = {Inf. Sci.},
volume = {463-464},
pages = {92--109},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.06.034},
doi = {10.1016/J.INS.2018.06.034},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/QuesadaRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jrtip/RojasYMCV18,
author = {Alberto Cano Rojas and
Enrique Yeguas{-}Bolivar and
Rafael Mu{\~{n}}oz{-}Salinas and
Rafael Medina Carnicer and
Sebasti{\'{a}}n Ventura},
title = {Parallelization strategies for markerless human motion capture},
journal = {J. Real Time Image Process.},
volume = {14},
number = {2},
pages = {453--467},
year = {2018},
url = {https://doi.org/10.1007/s11554-014-0467-1},
doi = {10.1007/S11554-014-0467-1},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jrtip/RojasYMCV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PupoAV18,
author = {Oscar Gabriel Reyes Pupo and
Abdulrahman H. Altalhi and
Sebasti{\'{a}}n Ventura},
title = {Statistical comparisons of active learning strategies over multiple
datasets},
journal = {Knowl. Based Syst.},
volume = {145},
pages = {274--288},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.01.033},
doi = {10.1016/J.KNOSYS.2018.01.033},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/PupoAV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Melki0V18,
author = {Gabriella Melki and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
title = {{MIRSVM:} Multi-instance support vector machine with bag representatives},
journal = {Pattern Recognit.},
volume = {79},
pages = {228--241},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.02.007},
doi = {10.1016/J.PATCOG.2018.02.007},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Melki0V18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LunaPPV18,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Padillo and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {Apriori Versions Based on MapReduce for Mining Frequent Patterns on
Big Data},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {10},
pages = {2851--2865},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2751081},
doi = {10.1109/TCYB.2017.2751081},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LunaPPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LunaPJV18,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Mykola Pechenizkiy and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Sebasti{\'{a}}n Ventura},
title = {Mining Context-Aware Association Rules Using Grammar-Based Genetic
Programming},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {11},
pages = {3030--3044},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2750919},
doi = {10.1109/TCYB.2017.2750919},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LunaPJV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/PupoV18,
author = {Oscar Gabriel Reyes Pupo and
Sebasti{\'{a}}n Ventura},
title = {Evolutionary Strategy to Perform Batch-Mode Active Learning on Multi-Label
Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {4},
pages = {46:1--46:26},
year = {2018},
url = {https://doi.org/10.1145/3161606},
doi = {10.1145/3161606},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/PupoV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lopal/PupoMLV18,
author = {Oscar Gabriel Reyes Pupo and
Jose Mar{\'{\i}}a Moyano Murillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Saaid Amzazi and
Abdellatif El Afia and
Mohammed Essaaidi},
title = {A gene expression programming method for multi-target regression},
booktitle = {Proceedings of the International Conference on Learning and Optimization
Algorithms: Theory and Applications, {LOPAL} 2018, Rabat, Morocco,
May 2-5, 2018},
pages = {2:1--2:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3230905.3230910},
doi = {10.1145/3230905.3230910},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lopal/PupoMLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MelkiCKV17,
author = {Gabriella Melki and
Alberto Cano and
Vojislav Kecman and
Sebasti{\'{a}}n Ventura},
title = {Multi-target support vector regression via correlation regressor chains},
journal = {Inf. Sci.},
volume = {415},
pages = {53--69},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.06.017},
doi = {10.1016/J.INS.2017.06.017},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MelkiCKV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CanoGV17,
author = {Alberto Cano and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {Extremely high-dimensional optimization with MapReduce: Scaling functions
and algorithm},
journal = {Inf. Sci.},
volume = {415},
pages = {110--127},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.06.024},
doi = {10.1016/J.INS.2017.06.024},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CanoGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MoyanoGV17,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
title = {{MLDA:} {A} tool for analyzing multi-label datasets},
journal = {Knowl. Based Syst.},
volume = {121},
pages = {1--3},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.01.018},
doi = {10.1016/J.KNOSYS.2017.01.018},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MoyanoGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/PadilloLV17,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Exhaustive search algorithms to mine subgroups on Big Data using Apache
Spark},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {2},
pages = {145--158},
year = {2017},
url = {https://doi.org/10.1007/s13748-017-0112-x},
doi = {10.1007/S13748-017-0112-X},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/PadilloLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CanoVC17,
author = {Alberto Cano and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Multi-objective genetic programming for feature extraction and data
visualization},
journal = {Soft Comput.},
volume = {21},
number = {8},
pages = {2069--2089},
year = {2017},
url = {https://doi.org/10.1007/s00500-015-1907-y},
doi = {10.1007/S00500-015-1907-Y},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/CanoVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/RomeroV17,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Educational data science in massive open online courses},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {7},
number = {1},
year = {2017},
url = {https://doi.org/10.1002/widm.1187},
doi = {10.1002/WIDM.1187},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/RomeroV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/AltalhiLVV17,
author = {Abdulrahman H. Altalhi and
Jos{\'{e}} Mar{\'{\i}}a Luna and
M. A. Vallejo and
Sebasti{\'{a}}n Ventura},
title = {Evaluation and comparison of open source software suites for data
mining and knowledge discovery},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {7},
number = {3},
year = {2017},
url = {https://doi.org/10.1002/widm.1204},
doi = {10.1002/WIDM.1204},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/AltalhiLVV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Garcia-Martinez17,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
title = {Multi-view semi-supervised learning using genetic programming interpretable
classification rules},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {573--579},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969362},
doi = {10.1109/CEC.2017.7969362},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/Garcia-Martinez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PadilloLV17,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {An evolutionary algorithm for mining rare association rules: {A} Big
Data approach},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2007--2014},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969547},
doi = {10.1109/CEC.2017.7969547},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/PadilloLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MoyanoGV17,
author = {Jose M. Moyano and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
title = {An evolutionary algorithm for optimizing the target ordering in Ensemble
of Regressor Chains},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2015--2021},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969548},
doi = {10.1109/CEC.2017.7969548},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/MoyanoGV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/RamirezRV17,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {On the effect of local search in the multi-objective evolutionary
discovery of software architectures},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2038--2045},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969551},
doi = {10.1109/CEC.2017.7969551},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/RamirezRV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/Gonzalez-LopezC17,
author = {Jorge Gonzalez{-}Lopez and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
title = {Large-Scale Multi-label Ensemble Learning on Spark},
booktitle = {2017 {IEEE} Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4,
2017},
pages = {893--900},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.328},
doi = {10.1109/TRUSTCOM/BIGDATASE/ICESS.2017.328},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/Gonzalez-LopezC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ekaw/2016ekm,
editor = {Inaya Lahoud and
Nada Matta and
Fouad Zablith and
Sebasti{\'{a}}n Ventura},
title = {Proceedings of the Second International Workshop on Educational Knowledge
Management co-located with 20th International Conference on Knowledge
Engineering and Knowledge Management {(EKAW} 2016), Bologna, Italy,
November 19-23, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1780},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1780},
urn = {urn:nbn:de:0074-1780-0},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ekaw/2016ekm.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HerreraVBCZSV16,
author = {Francisco Herrera and
Sebasti{\'{a}}n Ventura and
Rafael Bello and
Chris Cornelis and
Amelia Zafra and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Sarah Vluymans},
title = {Multiple Instance Learning - Foundations and Algorithms},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47759-6},
doi = {10.1007/978-3-319-47759-6},
isbn = {978-3-319-47758-9},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HerreraVBCZSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/VenturaL16,
author = {Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
title = {Pattern Mining with Evolutionary Algorithms},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-33858-3},
doi = {10.1007/978-3-319-33858-3},
isbn = {978-3-319-33857-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/VenturaL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/Marquez-Vera0RN16,
author = {Carlos M{\'{a}}rquez{-}Vera and
Alberto Cano and
Crist{\'{o}}bal Romero and
Amin Y. Noaman and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {Early dropout prediction using data mining: a case study with high
school students},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {33},
number = {1},
pages = {107--124},
year = {2016},
url = {https://doi.org/10.1111/exsy.12135},
doi = {10.1111/EXSY.12135},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/Marquez-Vera0RN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/RamirezRV16,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {A comparative study of many-objective evolutionary algorithms for
the discovery of software architectures},
journal = {Empir. Softw. Eng.},
volume = {21},
number = {6},
pages = {2546--2600},
year = {2016},
url = {https://doi.org/10.1007/s10664-015-9399-z},
doi = {10.1007/S10664-015-9399-Z},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/RamirezRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Guerrero-Enamorado16,
author = {Alain Guerrero{-}Enamorado and
Carlos Morell and
Amin Y. Noaman and
Sebasti{\'{a}}n Ventura},
title = {An Algorithm Evaluation for Discovering Classification Rules with
Gene Expression Programming},
journal = {Int. J. Comput. Intell. Syst.},
volume = {9},
number = {2},
pages = {263--280},
year = {2016},
url = {https://doi.org/10.1080/18756891.2016.1150000},
doi = {10.1080/18756891.2016.1150000},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Guerrero-Enamorado16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/NoamanLRV16,
author = {Amin Y. Noaman and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Abdul Hamid M. Ragab and
Sebasti{\'{a}}n Ventura},
title = {Recommending degree studies according to students' attitudes in high
school by means of subgroup discovery},
journal = {Int. J. Comput. Intell. Syst.},
volume = {9},
number = {6},
pages = {1101--1117},
year = {2016},
url = {https://doi.org/10.1080/18756891.2016.1256573},
doi = {10.1080/18756891.2016.1256573},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/NoamanLRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/0001LGV16,
author = {Alberto Cano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
title = {{LAIM} discretization for multi-label data},
journal = {Inf. Sci.},
volume = {330},
pages = {370--384},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.10.032},
doi = {10.1016/J.INS.2015.10.032},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/0001LGV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PupoMV16,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {Effective lazy learning algorithm based on a data gravitation model
for multi-label learning},
journal = {Inf. Sci.},
volume = {340-341},
pages = {159--174},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.01.006},
doi = {10.1016/J.INS.2016.01.006},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PupoMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Luna0SV16,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Alberto Cano and
Virgilijus Sakalauskas and
Sebasti{\'{a}}n Ventura},
title = {Discovering useful patterns from multiple instance data},
journal = {Inf. Sci.},
volume = {357},
pages = {23--38},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.04.007},
doi = {10.1016/J.INS.2016.04.007},
timestamp = {Tue, 22 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Luna0SV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PupoPRFV16,
author = {Oscar Gabriel Reyes Pupo and
Eduardo P{\'{e}}rez and
Mar{\'{\i}}a del Carmen Rodr{\'{\i}}guez{-}Hern{\'{a}}ndez and
Habib M. Fardoun and
Sebasti{\'{a}}n Ventura},
title = {{JCLAL:} {A} Java Framework for Active Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {95:1--95:5},
year = {2016},
url = {http://jmlr.org/papers/v17/15-347.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PupoPRFV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LunaPV16,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {Mining exceptional relationships with grammar-guided genetic programming},
journal = {Knowl. Inf. Syst.},
volume = {47},
number = {3},
pages = {571--594},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0859-y},
doi = {10.1007/S10115-015-0859-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LunaPV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/GibajaMV16,
author = {Eva Gibaja and
Jose M. Moyano and
Sebasti{\'{a}}n Ventura},
title = {An ensemble-based approach for multi-view multi-label classification},
journal = {Prog. Artif. Intell.},
volume = {5},
number = {4},
pages = {251--259},
year = {2016},
url = {https://doi.org/10.1007/s13748-016-0098-9},
doi = {10.1007/S13748-016-0098-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/GibajaMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/0001NVC16,
author = {Alberto Cano and
Dat T. Nguyen and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {ur-CAIM: improved {CAIM} discretization for unbalanced and balanced
data},
journal = {Soft Comput.},
volume = {20},
number = {1},
pages = {173--188},
year = {2016},
url = {https://doi.org/10.1007/s00500-014-1488-1},
doi = {10.1007/S00500-014-1488-1},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/0001NVC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LunaCPV16,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Alberto Cano and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {Speeding-Up Association Rule Mining With Inverted Index Compression},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {12},
pages = {3059--3072},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2496175},
doi = {10.1109/TCYB.2015.2496175},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LunaCPV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/PadilloLV16,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Subgroup discovery on big data: Pruning the search space on exhaustive
search algorithms},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {1814--1823},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840799},
doi = {10.1109/BIGDATA.2016.7840799},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/PadilloLV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/PadilloL0V16,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Data Structure to Speed-Up Machine Learning Algorithms on Massive
Datasets},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {365--376},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_31},
doi = {10.1007/978-3-319-32034-2\_31},
timestamp = {Fri, 27 Mar 2020 08:52:04 +0100},
biburl = {https://dblp.org/rec/conf/hais/PadilloL0V16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/RamirezBRV16,
author = {Aurora Ram{\'{\i}}rez and
Rafael Barbudo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Ana Maria Madureira and
Ajith Abraham and
Dorabela Gamboa and
Paulo Novais},
title = {Memetic Algorithms for the Automatic Discovery of Software Architectures},
booktitle = {Intelligent Systems Design and Applications - 16th International Conference
on Intelligent Systems Design and Applications {(ISDA} 2016) held
in Porto, Portugal, December 16-18, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {557},
pages = {437--447},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-53480-0\_43},
doi = {10.1007/978-3-319-53480-0\_43},
timestamp = {Tue, 07 May 2024 20:12:10 +0200},
biburl = {https://dblp.org/rec/conf/isda/RamirezBRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/PadilloLV16,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Ana Maria Madureira and
Ajith Abraham and
Dorabela Gamboa and
Paulo Novais},
title = {Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse
and MapReduce},
booktitle = {Intelligent Systems Design and Applications - 16th International Conference
on Intelligent Systems Design and Applications {(ISDA} 2016) held
in Porto, Portugal, December 16-18, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {557},
pages = {508--518},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-53480-0\_50},
doi = {10.1007/978-3-319-53480-0\_50},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/PadilloLV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/PadilloLV16,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Subgroup Discovery on Big Data: Exhaustive Methodologies Using Map-Reduce},
booktitle = {2016 {IEEE} Trustcom/BigDataSE/ISPA, Tianjin, China, August 23-26,
2016},
pages = {1684--1691},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/TrustCom.2016.0258},
doi = {10.1109/TRUSTCOM.2016.0258},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/PadilloLV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LunaRRV15,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Crist{\'{o}}bal Romero and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {An evolutionary algorithm for the discovery of rare class association
rules in learning management systems},
journal = {Appl. Intell.},
volume = {42},
number = {3},
pages = {501--513},
year = {2015},
url = {https://doi.org/10.1007/s10489-014-0603-4},
doi = {10.1007/S10489-014-0603-4},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LunaRRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/GibajaV15,
author = {Eva Gibaja and
Sebasti{\'{a}}n Ventura},
title = {A Tutorial on Multilabel Learning},
journal = {{ACM} Comput. Surv.},
volume = {47},
number = {3},
pages = {52:1--52:38},
year = {2015},
url = {https://doi.org/10.1145/2716262},
doi = {10.1145/2716262},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/GibajaV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/OlmoRGV15,
author = {Juan Luis Olmo and
Crist{\'{o}}bal Romero and
Eva Gibaja and
Sebasti{\'{a}}n Ventura},
title = {Improving Meta-learning for Algorithm Selection by Using Multi-label
Classification: {A} Case of Study with Educational Data Sets},
journal = {Int. J. Comput. Intell. Syst.},
volume = {8},
number = {6},
pages = {1144--1164},
year = {2015},
url = {https://doi.org/10.1080/18756891.2015.1113748},
doi = {10.1080/18756891.2015.1113748},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/OlmoRGV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PupoMV15,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {Scalable extensions of the ReliefF algorithm for weighting and selecting
features on the multi-label learning context},
journal = {Neurocomputing},
volume = {161},
pages = {168--182},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.02.045},
doi = {10.1016/J.NEUCOM.2015.02.045},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PupoMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RamirezRV15,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {An approach for the evolutionary discovery of software architectures},
journal = {Inf. Sci.},
volume = {305},
pages = {234--255},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2015.01.017},
doi = {10.1016/J.INS.2015.01.017},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/RamirezRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0001LZV15,
author = {Alberto Cano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {A classification module for genetic programming algorithms in {JCLEC}},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {491--494},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2789287},
doi = {10.5555/2789272.2789287},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/0001LZV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/0001ZV15,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Speeding up multiple instance learning classification rules on GPUs},
journal = {Knowl. Inf. Syst.},
volume = {44},
number = {1},
pages = {127--145},
year = {2015},
url = {https://doi.org/10.1007/s10115-014-0752-0},
doi = {10.1007/S10115-014-0752-0},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/0001ZV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkl/RomeroV15,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {J. A. Larusson, B. White (eds): Learning Analytics: From Research
to Practice},
journal = {Technol. Knowl. Learn.},
volume = {20},
number = {3},
pages = {357--360},
year = {2015},
url = {https://doi.org/10.1007/s10758-015-9244-x},
doi = {10.1007/S10758-015-9244-X},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkl/RomeroV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/Pinheiro0V15,
author = {David Pinheiro and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
editor = {Francisco C. Pereira and
Penousal Machado and
Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {Synthesis of In-Place Iterative Sorting Algorithms Using {GP:} {A}
Comparison Between STGP, SFGP, {G3P} and {GE}},
booktitle = {Progress in Artificial Intelligence - 17th Portuguese Conference on
Artificial Intelligence, {EPIA} 2015, Coimbra, Portugal, September
8-11, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9273},
pages = {305--310},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23485-4\_32},
doi = {10.1007/978-3-319-23485-4\_32},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/Pinheiro0V15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RamirezRV15,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Sara Silva and
Anna Isabel Esparcia{-}Alc{\'{a}}zar},
title = {An Extensible JCLEC-based Solution for the Implementation of Multi-Objective
Evolutionary Algorithms},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2015, Madrid,
Spain, July 11-15, 2015, Companion Material Proceedings},
pages = {1085--1092},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2739482.2768461},
doi = {10.1145/2739482.2768461},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RamirezRV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/Jimenez-GomezLR15,
author = {Manuel {\'{A}}ngel Jim{\'{e}}nez{-}G{\'{o}}mez and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Josh Baron and
Grace Lynch and
Nicole Maziarz and
Paulo Blikstein and
Agathe Merceron and
George Siemens},
title = {Discovering clues to avoid middle school failure at early stages},
booktitle = {Proceedings of the Fifth International Conference on Learning Analytics
And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
pages = {300--304},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723576.2723597},
doi = {10.1145/2723576.2723597},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lak/Jimenez-GomezLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2015,
editor = {Olga C. Santos and
Jesus Boticario and
Crist{\'{o}}bal Romero and
Mykola Pechenizkiy and
Agathe Merceron and
Piotr Mitros and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Marian Cristian Mihaescu and
Pablo Moreno and
Arnon Hershkovitz and
Sebasti{\'{a}}n Ventura and
Michel C. Desmarais},
title = {Proceedings of the 8th International Conference on Educational Data
Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2015},
url = {https://www.educationaldatamining.org/EDM2015/proceedings/edm2015\_proceedings.pdf},
isbn = {978-8-4606-9425-0},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/genetic/LunaCV15,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
editor = {Amir Hossein Gandomi and
Amir Hossein Alavi and
Conor Ryan},
title = {Genetic Programming for Mining Association Rules in Relational Database
Environments},
booktitle = {Handbook of Genetic Programming Applications},
pages = {431--450},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20883-1\_17},
doi = {10.1007/978-3-319-20883-1\_17},
timestamp = {Fri, 27 Mar 2020 08:45:44 +0100},
biburl = {https://dblp.org/rec/reference/genetic/LunaCV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/LunaRRV14,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Reducing gaps in quantitative association rules: {A} genetic programming
free-parameter algorithm},
journal = {Integr. Comput. Aided Eng.},
volume = {21},
number = {4},
pages = {321--337},
year = {2014},
url = {https://doi.org/10.3233/ICA-140467},
doi = {10.3233/ICA-140467},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icae/LunaRRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/PupoMV14,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
title = {Evolutionary feature weighting to improve the performance of multi-label
lazy algorithms},
journal = {Integr. Comput. Aided Eng.},
volume = {21},
number = {4},
pages = {339--354},
year = {2014},
url = {https://doi.org/10.3233/ICA-140468},
doi = {10.3233/ICA-140468},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/PupoMV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/OlmoRV14,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Single and multi-objective ant programming for mining interesting
rare association rules},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {11},
number = {3},
pages = {197--209},
year = {2014},
url = {https://doi.org/10.3233/HIS-140195},
doi = {10.3233/HIS-140195},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/OlmoRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CanoZV14,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Parallel evaluation of Pittsburgh rule-based classifiers on GPUs},
journal = {Neurocomputing},
volume = {126},
pages = {45--57},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.049},
doi = {10.1016/J.NEUCOM.2013.01.049},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CanoZV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CorchadoAGBV14,
author = {Emilio Corchado and
Ajith Abraham and
Pedro Antonio Guti{\'{e}}rrez and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Sebasti{\'{a}}n Ventura},
title = {Special issue: Advances in learning schemes for function approximation},
journal = {Neurocomputing},
volume = {135},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.12.003},
doi = {10.1016/J.NEUCOM.2013.12.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CorchadoAGBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/VenturaRA14,
author = {Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
Ajith Abraham},
title = {Foreword: Intelligent data analysis},
journal = {J. Comput. Syst. Sci.},
volume = {80},
number = {1},
pages = {1--2},
year = {2014},
url = {https://doi.org/10.1016/j.jcss.2013.03.003},
doi = {10.1016/J.JCSS.2013.03.003},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcss/VenturaRA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LunaRV14,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {On the adaptability of {G3PARM} to the extraction of rare association
rules},
journal = {Knowl. Inf. Syst.},
volume = {38},
number = {2},
pages = {391--418},
year = {2014},
url = {https://doi.org/10.1007/s10115-012-0591-9},
doi = {10.1007/S10115-012-0591-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/LunaRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LunaRRV14,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {On the Use of Genetic Programming for Mining Comprehensible Rules
in Subgroup Discovery},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {12},
pages = {2329--2341},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2014.2306819},
doi = {10.1109/TCYB.2014.2306819},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LunaRRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/0001VC14,
author = {Alberto Cano and
Sebasti{\'{a}}n Ventura and
Krzysztof J. Cios},
title = {Scalable {CAIM} discretization on multiple GPUs using concurrent kernels},
journal = {J. Supercomput.},
volume = {69},
number = {1},
pages = {273--292},
year = {2014},
url = {https://doi.org/10.1007/s11227-014-1151-8},
doi = {10.1007/S11227-014-1151-8},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/0001VC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/GalindoV14,
author = {Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
title = {Multi-label learning: a review of the state of the art and ongoing
research},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {6},
pages = {411--444},
year = {2014},
url = {https://doi.org/10.1002/widm.1139},
doi = {10.1002/WIDM.1139},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/GalindoV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/OlmoRV14,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Swarm-based metaheuristics in automatic programming: a survey},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {6},
pages = {445--469},
year = {2014},
url = {https://doi.org/10.1002/widm.1138},
doi = {10.1002/WIDM.1138},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/OlmoRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/FuentesRGV14,
author = {Javier Fuentes and
Crist{\'{o}}bal Romero and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura},
editor = {John C. Stamper and
Zachary A. Pardos and
Manolis Mavrikis and
Bruce M. McLaren},
title = {Accepting or Rejecting Students{\_} Self-grading in their Final Marks
by using Data Mining},
booktitle = {Proceedings of the 7th International Conference on Educational Data
Mining, {EDM} 2014, London, UK, July 4-7, 2014},
pages = {327--328},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2014},
url = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/posters/3\_EDM-2014-Poster.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/FuentesRGV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CanoV14,
author = {Alberto Cano and
Sebasti{\'{a}}n Ventura},
editor = {Dirk V. Arnold},
title = {GPU-parallel subtree interpreter for genetic programming},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {887--894},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598272},
doi = {10.1145/2576768.2598272},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/CanoV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RamirezRV14,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Dirk V. Arnold},
title = {On the performance of multiple objective evolutionary algorithms for
software architecture discovery},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '14, Vancouver,
BC, Canada, July 12-16, 2014},
pages = {1287--1294},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2576768.2598310},
doi = {10.1145/2576768.2598310},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RamirezRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/PedrazaGCV14,
author = {Juan A. Pedraza and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Alberto Cano and
Sebasti{\'{a}}n Ventura},
editor = {Marios M. Polycarpou and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jeng{-}Shyang Pan and
Michal Wozniak and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Classification Rule Mining with Iterated Greedy},
booktitle = {Hybrid Artificial Intelligence Systems - 9th International Conference,
{HAIS} 2014, Salamanca, Spain, June 11-13, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8480},
pages = {585--596},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_51},
doi = {10.1007/978-3-319-07617-1\_51},
timestamp = {Thu, 02 Apr 2020 11:52:52 +0200},
biburl = {https://dblp.org/rec/conf/hais/PedrazaGCV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Marquez-VeraCRV13,
author = {Carlos M{\'{a}}rquez{-}Vera and
Alberto Cano and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Predicting student failure at school using genetic programming and
different data mining approaches with high dimensional and imbalanced
data},
journal = {Appl. Intell.},
volume = {38},
number = {3},
pages = {315--330},
year = {2013},
url = {https://doi.org/10.1007/s10489-012-0374-8},
doi = {10.1007/S10489-012-0374-8},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/Marquez-VeraCRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caee/RomeroEZRV13,
author = {Crist{\'{o}}bal Romero and
Pedro G. Espejo and
Amelia Zafra and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Web usage mining for predicting final marks of students that use Moodle
courses},
journal = {Comput. Appl. Eng. Educ.},
volume = {21},
number = {1},
pages = {135--146},
year = {2013},
url = {https://doi.org/10.1002/cae.20456},
doi = {10.1002/CAE.20456},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caee/RomeroEZRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/RomeroLLV13,
author = {Crist{\'{o}}bal Romero and
Manuel Ignacio L{\'{o}}pez and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Predicting students' final performance from participation in on-line
discussion forums},
journal = {Comput. Educ.},
volume = {68},
pages = {458--472},
year = {2013},
url = {https://doi.org/10.1016/j.compedu.2013.06.009},
doi = {10.1016/J.COMPEDU.2013.06.009},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/RomeroLLV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/LunaRV13,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Grammar-based multi-objective algorithms for mining association rules},
journal = {Data Knowl. Eng.},
volume = {86},
pages = {19--37},
year = {2013},
url = {https://doi.org/10.1016/j.datak.2013.01.002},
doi = {10.1016/J.DATAK.2013.01.002},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/LunaRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/RomeroZLV13,
author = {Crist{\'{o}}bal Romero and
Amelia Zafra and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {Association rule mining using genetic programming to provide feedback
to instructors from multiple-choice quiz data},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {30},
number = {2},
pages = {162--172},
year = {2013},
url = {https://doi.org/10.1111/j.1468-0394.2012.00627.x},
doi = {10.1111/J.1468-0394.2012.00627.X},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/RomeroZLV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/OlmoLRV13,
author = {Juan Luis Olmo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Mining association rules with single and multi-objective grammar guided
ant programming},
journal = {Integr. Comput. Aided Eng.},
volume = {20},
number = {3},
pages = {217--234},
year = {2013},
url = {https://doi.org/10.3233/ICA-130430},
doi = {10.3233/ICA-130430},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/OlmoLRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieee-rita/Marquez-VeraMS13,
author = {Carlos M{\'{a}}rquez{-}Vera and
Crist{\'{o}}bal Romero Morales and
Sebasti{\'{a}}n Ventura Soto},
title = {Predicting School Failure and Dropout by Using Data Mining Techniques},
journal = {Rev. Iberoam. de Tecnol. del Aprendiz.},
volume = {8},
number = {1},
pages = {7--14},
year = {2013},
url = {https://doi.org/10.1109/RITA.2013.2244695},
doi = {10.1109/RITA.2013.2244695},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ieee-rita/Marquez-VeraMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZafraPV13,
author = {Amelia Zafra and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {HyDR-MI: {A} hybrid algorithm to reduce dimensionality in multiple
instance learning},
journal = {Inf. Sci.},
volume = {222},
pages = {282--301},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2011.01.034},
doi = {10.1016/J.INS.2011.01.034},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZafraPV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CanoZV13,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {An interpretable classification rule mining algorithm},
journal = {Inf. Sci.},
volume = {240},
pages = {1--20},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.03.038},
doi = {10.1016/J.INS.2013.03.038},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/CanoZV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/CanoOV13,
author = {Alberto Cano and
Juan Luis Olmo and
Sebasti{\'{a}}n Ventura},
title = {Parallel multi-objective Ant Programming for classification using
GPUs},
journal = {J. Parallel Distributed Comput.},
volume = {73},
number = {6},
pages = {713--728},
year = {2013},
url = {https://doi.org/10.1016/j.jpdc.2013.01.017},
doi = {10.1016/J.JPDC.2013.01.017},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpdc/CanoOV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZafraRV13,
author = {Amelia Zafra and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {{DRAL:} a tool for discovering relevant e-activities for learners},
journal = {Knowl. Inf. Syst.},
volume = {36},
number = {1},
pages = {211--250},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0531-8},
doi = {10.1007/S10115-012-0531-8},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZafraRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/CanoZV13,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Weighted Data Gravitation Classification for Standard and Imbalanced
Data},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {6},
pages = {1672--1687},
year = {2013},
url = {https://doi.org/10.1109/TSMCB.2012.2227470},
doi = {10.1109/TSMCB.2012.2227470},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/CanoZV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/CanoLV13,
author = {Alberto Cano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
title = {High performance evaluation of evolutionary-mined association rules
on GPUs},
journal = {J. Supercomput.},
volume = {66},
number = {3},
pages = {1438--1461},
year = {2013},
url = {https://doi.org/10.1007/s11227-013-0937-4},
doi = {10.1007/S11227-013-0937-4},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/CanoLV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/RomeroV13,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Data mining in education},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {3},
number = {1},
pages = {12--27},
year = {2013},
url = {https://doi.org/10.1002/widm.1075},
doi = {10.1002/WIDM.1075},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/RomeroV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/PupoMS13,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura Soto},
editor = {Jos{\'{e}} Ruiz{-}Shulcloper and
Gabriella Sanniti di Baja},
title = {ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana,
Cuba, November 20-23, 2013, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8259},
pages = {528--535},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41827-3\_66},
doi = {10.1007/978-3-642-41827-3\_66},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/PupoMS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroOV13,
author = {Crist{\'{o}}bal Romero and
Juan Luis Olmo and
Sebasti{\'{a}}n Ventura},
editor = {Sidney K. D'Mello and
Rafael A. Calvo and
Andrew Olney},
title = {A meta-learning approach for recommending a subset of white-box classification
algorithms for Moodle datasets},
booktitle = {Proceedings of the 6th International Conference on Educational Data
Mining, Memphis, Tennessee, USA, July 6-9, 2013},
pages = {268--271},
publisher = {International Educational Data Mining Society},
year = {2013},
url = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_44.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroOV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroCV13,
author = {Crist{\'{o}}bal Romero and
Cristobal Castro and
Sebasti{\'{a}}n Ventura},
editor = {Sidney K. D'Mello and
Rafael A. Calvo and
Andrew Olney},
title = {A Moodle Block for Selecting, Visualizing and Mining Students' Usage
Data},
booktitle = {Proceedings of the 6th International Conference on Educational Data
Mining, Memphis, Tennessee, USA, July 6-9, 2013},
pages = {400--401},
publisher = {International Educational Data Mining Society},
year = {2013},
url = {http://www.educationaldatamining.org/EDM2013/papers/rn\_paper\_98.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroCV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/LunaRRV13,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Krzysztof Krawiec and
Alberto Moraglio and
Ting Hu and
A. Sima Etaner{-}Uyar and
Bin Hu},
title = {Discovering Subgroups by Means of Genetic Programming},
booktitle = {Genetic Programming - 16th European Conference, EuroGP 2013, Vienna,
Austria, April 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7831},
pages = {121--132},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37207-0\_11},
doi = {10.1007/978-3-642-37207-0\_11},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurogp/LunaRRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/CanoZGV13,
author = {Alberto Cano and
Amelia Zafra and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
editor = {Krzysztof Krawiec and
Alberto Moraglio and
Ting Hu and
A. Sima Etaner{-}Uyar and
Bin Hu},
title = {A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification},
booktitle = {Genetic Programming - 16th European Conference, EuroGP 2013, Vienna,
Austria, April 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7831},
pages = {217--228},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37207-0\_19},
doi = {10.1007/978-3-642-37207-0\_19},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurogp/CanoZGV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RamirezRV13,
author = {Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Christian Blum and
Enrique Alba},
title = {A novel component identification approach using evolutionary programming},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {209--210},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2464679},
doi = {10.1145/2464576.2464679},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RamirezRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/OlmoRV13,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {On the use of ant programming for mining rare association rules},
booktitle = {Fifth World Congress on Nature and Biologically Inspired Computing,
NaBIC 2013, Fargo, ND, USA, August 12-14, 2013},
pages = {220--225},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/NaBIC.2013.6617866},
doi = {10.1109/NABIC.2013.6617866},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/OlmoRV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZafraV12,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Multi-instance genetic programming for predicting student performance
in web based educational environments},
journal = {Appl. Soft Comput.},
volume = {12},
number = {8},
pages = {2693--2706},
year = {2012},
url = {https://doi.org/10.1016/j.asoc.2012.03.054},
doi = {10.1016/J.ASOC.2012.03.054},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/ZafraV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieee-rita/VeraRS12,
author = {Carlos M{\'{a}}rquez{-}Vera and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura Soto},
title = {Predicci{\'{o}}n del Fracaso Escolar Mediante T{\'{e}}cnicas
de Miner{\'{\i}}a de Datos},
journal = {Rev. Iberoam. de Tecnol. del Aprendiz.},
volume = {7},
number = {3},
pages = {109--117},
year = {2012},
url = {http://rita.det.uvigo.es/201208/uploads/IEEE-RITA.2012.V7.N3.A1.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieee-rita/VeraRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZafraPV12,
author = {Amelia Zafra and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {ReliefF-MI: An extension of ReliefF to multiple instance learning},
journal = {Neurocomputing},
volume = {75},
number = {1},
pages = {210--218},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.03.052},
doi = {10.1016/J.NEUCOM.2011.03.052},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZafraPV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LunaRV12,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Design and behavior study of a grammar-guided genetic programming
algorithm for mining association rules},
journal = {Knowl. Inf. Syst.},
volume = {32},
number = {1},
pages = {53--76},
year = {2012},
url = {https://doi.org/10.1007/s10115-011-0419-z},
doi = {10.1007/S10115-011-0419-Z},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/LunaRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CanoZV12,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Speeding up the evaluation phase of {GP} classification algorithms
on GPUs},
journal = {Soft Comput.},
volume = {16},
number = {2},
pages = {187--202},
year = {2012},
url = {https://doi.org/10.1007/s00500-011-0713-4},
doi = {10.1007/S00500-011-0713-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/CanoZV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ZafraV12,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {Multi-objective approach based on grammar-guided genetic programming
for solving multiple instance problems},
journal = {Soft Comput.},
volume = {16},
number = {6},
pages = {955--977},
year = {2012},
url = {https://doi.org/10.1007/s00500-011-0794-0},
doi = {10.1007/S00500-011-0794-0},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/ZafraV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/OlmoRV12,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Classification rule mining using ant programming guided by grammar
with multiple Pareto fronts},
journal = {Soft Comput.},
volume = {16},
number = {12},
pages = {2143--2163},
year = {2012},
url = {https://doi.org/10.1007/s00500-012-0883-8},
doi = {10.1007/S00500-012-0883-8},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/OlmoRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/LopezRVL12,
author = {Manuel Ignacio L{\'{o}}pez and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
editor = {Kalina Yacef and
Osmar R. Za{\"{\i}}ane and
Arnon Hershkovitz and
Michael Yudelson and
John C. Stamper},
title = {Classification via clustering for predicting final marks starting
from the student participation in Forums},
booktitle = {Proceedings of the 5th International Conference on Educational Data
Mining, Chania, Greece, June 19-21, 2012},
pages = {148--151},
publisher = {www.educationaldatamining.org},
year = {2012},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short\_Papers/edm2012\_short\_3.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/LopezRVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MolinaRVL12,
author = {Mar{\'{\i}}a De Mar Molina and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Jos{\'{e}} Mar{\'{\i}}a Luna},
editor = {Kalina Yacef and
Osmar R. Za{\"{\i}}ane and
Arnon Hershkovitz and
Michael Yudelson and
John C. Stamper},
title = {Meta-learning Approach for Automatic Parameter Tuning: {A} case of
study with educational datasets},
booktitle = {Proceedings of the 5th International Conference on Educational Data
Mining, Chania, Greece, June 19-21, 2012},
pages = {180--183},
publisher = {www.educationaldatamining.org},
year = {2012},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short\_Papers/edm2012\_short\_5.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/MolinaRVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/OlmoRV12,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Alberto Moraglio and
Sara Silva and
Krzysztof Krawiec and
Penousal Machado and
Carlos Cotta},
title = {Multi-Objective Ant Programming for Mining Classification Rules},
booktitle = {Genetic Programming - 15th European Conference, EuroGP 2012, M{\'{a}}laga,
Spain, April 11-13, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7244},
pages = {146--157},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29139-5\_13},
doi = {10.1007/978-3-642-29139-5\_13},
timestamp = {Sun, 25 Oct 2020 22:37:02 +0100},
biburl = {https://dblp.org/rec/conf/eurogp/OlmoRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/LunaRRV12,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Ajith Abraham and
Albert Y. Zomaya and
Sebasti{\'{a}}n Ventura and
Ronald R. Yager and
V{\'{a}}clav Sn{\'{a}}sel and
Azah Kamilah Muda and
Philip Samuel},
title = {A genetic programming free-parameter algorithm for mining association
rules},
booktitle = {12th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2012, Kochi, India, November 27-29, 2012},
pages = {64--69},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISDA.2012.6416514},
doi = {10.1109/ISDA.2012.6416514},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/LunaRRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/OlmoCRV12,
author = {Juan Luis Olmo and
Alberto Cano and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Ajith Abraham and
Albert Y. Zomaya and
Sebasti{\'{a}}n Ventura and
Ronald R. Yager and
V{\'{a}}clav Sn{\'{a}}sel and
Azah Kamilah Muda and
Philip Samuel},
title = {Binary and multiclass imbalanced classification using multi-objective
ant programming},
booktitle = {12th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2012, Kochi, India, November 27-29, 2012},
pages = {70--76},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISDA.2012.6416515},
doi = {10.1109/ISDA.2012.6416515},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/OlmoCRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/JaenRV12,
author = {Juan Ignacio Jaen and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Ajith Abraham and
Albert Y. Zomaya and
Sebasti{\'{a}}n Ventura and
Ronald R. Yager and
V{\'{a}}clav Sn{\'{a}}sel and
Azah Kamilah Muda and
Philip Samuel},
title = {VisualJCLEC: {A} visual framework for evolutionary computation},
booktitle = {12th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2012, Kochi, India, November 27-29, 2012},
pages = {119--125},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISDA.2012.6416523},
doi = {10.1109/ISDA.2012.6416523},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/JaenRV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ReyesMV12,
author = {Oscar Gabriel Reyes Pupo and
Carlos Morell and
Sebasti{\'{a}}n Ventura},
editor = {Ajith Abraham and
Albert Y. Zomaya and
Sebasti{\'{a}}n Ventura and
Ronald R. Yager and
V{\'{a}}clav Sn{\'{a}}sel and
Azah Kamilah Muda and
Philip Samuel},
title = {Learning similarity metric to improve the performance of lazy multi-label
ranking algorithms},
booktitle = {12th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2012, Kochi, India, November 27-29, 2012},
pages = {246--251},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISDA.2012.6416545},
doi = {10.1109/ISDA.2012.6416545},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/ReyesMV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isda/2012,
editor = {Ajith Abraham and
Albert Y. Zomaya and
Sebasti{\'{a}}n Ventura and
Ronald R. Yager and
V{\'{a}}clav Sn{\'{a}}sel and
Azah Kamilah Muda and
Philip Samuel},
title = {12th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2012, Kochi, India, November 27-29, 2012},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6409495/proceeding},
isbn = {978-1-4673-5117-1},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aes/RomeroLRV11,
author = {Crist{\'{o}}bal Romero and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {RM-Tool: {A} framework for discovering and evaluating association
rules},
journal = {Adv. Eng. Softw.},
volume = {42},
number = {8},
pages = {566--576},
year = {2011},
url = {https://doi.org/10.1016/j.advengsoft.2011.04.005},
doi = {10.1016/J.ADVENGSOFT.2011.04.005},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aes/RomeroLRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZafraGV11,
author = {Amelia Zafra and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
title = {Multiple Instance Learning with Multiple Objective Genetic Programming
for Web Mining},
journal = {Appl. Soft Comput.},
volume = {11},
number = {1},
pages = {93--102},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2009.10.021},
doi = {10.1016/J.ASOC.2009.10.021},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/ZafraGV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZafraRV11,
author = {Amelia Zafra and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Multiple instance learning for classifying students in learning management
systems},
journal = {Expert Syst. Appl.},
volume = {38},
number = {12},
pages = {15020--15031},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.05.044},
doi = {10.1016/J.ESWA.2011.05.044},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZafraRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iahe/GarciaRVC11,
author = {Enrique Garc{\'{\i}}a and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Carlos de Castro},
title = {A collaborative educational association rule mining tool},
journal = {Internet High. Educ.},
volume = {14},
number = {2},
pages = {77--88},
year = {2011},
url = {https://doi.org/10.1016/j.iheduc.2010.07.006},
doi = {10.1016/J.IHEDUC.2010.07.006},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iahe/GarciaRVC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/Avila-JimenezGZV11,
author = {Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Eva Lucrecia Gibaja Galindo and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {A Gene Expression Programming Algorithm for Multi-Label Classification},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {17},
number = {2-3},
pages = {183--206},
year = {2011},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-17-number-2-3-2011/mvlsc-17-2-3-p-183-206/},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/Avila-JimenezGZV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/OlmoRV11,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Using Ant Programming Guided by Grammar for Building Rule-Based Classifiers},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {6},
pages = {1585--1599},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2011.2157681},
doi = {10.1109/TSMCB.2011.2157681},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/OlmoRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/RomeroV11,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Preface to the special issue on data mining for personalised educational
systems},
journal = {User Model. User Adapt. Interact.},
volume = {21},
number = {1-2},
pages = {1--3},
year = {2011},
url = {https://doi.org/10.1007/s11257-011-9096-6},
doi = {10.1007/S11257-011-9096-6},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/RomeroV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Marquez-VeraRV11,
author = {Carlos M{\'{a}}rquez{-}Vera and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Predicting School Failure Using Data Mining},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {271--276},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_paper11\_short\_Marquez-Vera.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/Marquez-VeraRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PerezRV11,
author = {Rafael Pedraza Perez and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {A Java Desktop Tool for Mining Moodle Data},
booktitle = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
pages = {319--320},
publisher = {www.educationaldatamining.org},
year = {2011},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011\_poster3\_Pedraza-Perez.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/PerezRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CanoZV11,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {A Parallel Genetic Programming Algorithm for Classification},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6678},
pages = {172--181},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21219-2\_23},
doi = {10.1007/978-3-642-21219-2\_23},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/CanoZV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CanoLOV11,
author = {Alberto Cano and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Juan Luis Olmo and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {{JCLEC} Meets WEKA!},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6678},
pages = {388--395},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21219-2\_49},
doi = {10.1007/978-3-642-21219-2\_49},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/CanoLOV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/CanoZV11,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {An {EP} algorithm for learning highly interpretable classifiers},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {325--330},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121676},
doi = {10.1109/ISDA.2011.6121676},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/CanoZV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/OlmoLRV11,
author = {Juan Luis Olmo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Association rule mining using a multi-objective grammar-based ant
programming algorithm},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {971--977},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121784},
doi = {10.1109/ISDA.2011.6121784},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/OlmoLRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/LunaRV11,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {Mining and representing rare association rules through the use of
genetic programming},
booktitle = {Third World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2011, Salamanca, Spain, October 19-21, 2011},
pages = {86--91},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NaBIC.2011.6089422},
doi = {10.1109/NABIC.2011.6089422},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/LunaRV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2011,
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
publisher = {www.educationaldatamining.org},
year = {2011},
isbn = {978-90-386-2537-9},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isda/2011,
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6112291/proceeding},
isbn = {978-1-4577-1676-8},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZafraV10,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
title = {{G3P-MI:} {A} genetic programming algorithm for multiple instance
learning},
journal = {Inf. Sci.},
volume = {180},
number = {23},
pages = {4496--4513},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2010.07.031},
doi = {10.1016/J.INS.2010.07.031},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZafraV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/EspejoVH10,
author = {Pedro G. Espejo and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {A Survey on the Application of Genetic Programming to Classification},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {40},
number = {2},
pages = {121--144},
year = {2010},
url = {https://doi.org/10.1109/TSMCC.2009.2033566},
doi = {10.1109/TSMCC.2009.2033566},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/EspejoVH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/RomeroV10,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Educational Data Mining: {A} Review of the State of the Art},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {40},
number = {6},
pages = {601--618},
year = {2010},
url = {https://doi.org/10.1109/TSMCC.2010.2053532},
doi = {10.1109/TSMCC.2010.2053532},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/RomeroV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LunaRV10,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {{G3PARM:} {A} Grammar Guided Genetic Programming algorithm for mining
association rules},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586504},
doi = {10.1109/CEC.2010.5586504},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/LunaRV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OlmoRV10,
author = {Juan Luis Olmo and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {A grammar based Ant Programming algorithm for mining classification
rules},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586492},
doi = {10.1109/CEC.2010.5586492},
timestamp = {Thu, 01 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/OlmoRV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroRLV10,
author = {Crist{\'{o}}bal Romero and
Jos{\'{e}} Ra{\'{u}}l Romero and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Sebasti{\'{a}}n Ventura},
editor = {Ryan Shaun Joazeiro de Baker and
Agathe Merceron and
Philip I. Pavlik Jr.},
title = {Mining Rare Association Rules from e-Learning Data},
booktitle = {Educational Data Mining 2010, The 3rd International Conference on
Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
pages = {171--180},
publisher = {www.educationaldatamining.org},
year = {2010},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_14.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroRLV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroVVP10,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Ekaterina Vasilyeva and
Mykola Pechenizkiy},
editor = {Ryan Shaun Joazeiro de Baker and
Agathe Merceron and
Philip I. Pavlik Jr.},
title = {Class Association Rules Mining from Students' Test Data},
booktitle = {Educational Data Mining 2010, The 3rd International Conference on
Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
pages = {317--318},
publisher = {www.educationaldatamining.org},
year = {2010},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_44.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroVVP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ZafraV10,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Grammar guided genetic programming for multiple instance learning:
an experimental study},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {909--916},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830647},
doi = {10.1145/1830483.1830647},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/ZafraV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Avila-JimenezGV10,
author = {Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Evolving Multi-label Classification Rules with Gene Expression Programming:
{A} Preliminary Study},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {9--16},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_2},
doi = {10.1007/978-3-642-13803-4\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Avila-JimenezGV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CanoZV10,
author = {Alberto Cano and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Solving Classification Problems Using Genetic Programming Algorithms
on GPUs},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {17--26},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_3},
doi = {10.1007/978-3-642-13803-4\_3},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CanoZV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/LunaRV10,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Analysis of the Effectiveness of {G3PARM} Algorithm},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {27--34},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_4},
doi = {10.1007/978-3-642-13803-4\_4},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/LunaRV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/ZafraPV10,
author = {Amelia Zafra and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Reducing Dimensionality in Multiple Instance Learning with a Filter
Method},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {35--44},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_5},
doi = {10.1007/978-3-642-13803-4\_5},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/ZafraPV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ZafraV10,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Web Usage Mining for Improving Students Performance in Learning Management
Systems},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6098},
pages = {439--449},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13033-5\_45},
doi = {10.1007/978-3-642-13033-5\_45},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ZafraV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/GalindoVAV10,
author = {Eva Lucrecia Gibaja Galindo and
Manuel Victoriano and
Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Sebasti{\'{a}}n Ventura},
title = {A {TDIDT} technique for multi-label classification},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {519--524},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687213},
doi = {10.1109/ISDA.2010.5687213},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/GalindoVAV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ZafraPV10,
author = {Amelia Zafra and
Mykola Pechenizkiy and
Sebasti{\'{a}}n Ventura},
title = {Feature selection is the ReliefF for multiple instance learning},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {525--532},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687210},
doi = {10.1109/ISDA.2010.5687210},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/ZafraPV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/LunaRRV10,
author = {Jos{\'{e}} Mar{\'{\i}}a Luna and
Aurora Ram{\'{\i}}rez and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
title = {An intruder detection approach based on infrequent rating pattern
mining},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {682--688},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687184},
doi = {10.1109/ISDA.2010.5687184},
timestamp = {Mon, 08 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/LunaRRV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/OlmoLRV10,
author = {Juan Luis Olmo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Jos{\'{e}} Ra{\'{u}}l Romero and
Sebasti{\'{a}}n Ventura},
editor = {Yves Demazeau and
Frank Dignum and
Juan M. Corchado and
Javier Bajo and
Rafael Corchuelo and
Emilio Corchado and
Florentino Fern{\'{a}}ndez Riverola and
Vicente Juli{\'{a}}n and
Pawel Pawlewski and
Andrew T. Campbell},
title = {An Automatic Programming ACO-Based Algorithm for Classification Rule
Mining},
booktitle = {Trends in Practical Applications of Agents and Multiagent Systems
- 8th International Conference on Practical Applications of Agents
and Multiagent Systems, {PAAMS} 2010 Special Sessions and Workshops,
Salamanca, Spain, 26-28 April 2010},
series = {Advances in Intelligent and Soft Computing},
volume = {71},
pages = {649--656},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12433-4\_76},
doi = {10.1007/978-3-642-12433-4\_76},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/paams/OlmoLRV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/caee/RomeroVB09,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Paul De Bra},
title = {Using mobile and web-based computerized tests to evaluate university
students},
journal = {Comput. Appl. Eng. Educ.},
volume = {17},
number = {4},
pages = {435--447},
year = {2009},
url = {https://doi.org/10.1002/cae.20242},
doi = {10.1002/CAE.20242},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/caee/RomeroVB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/RomeroVZB09,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Amelia Zafra and
Paul De Bra},
title = {Applying Web usage mining for personalizing hyperlinks in Web-based
adaptive educational systems},
journal = {Comput. Educ.},
volume = {53},
number = {3},
pages = {828--840},
year = {2009},
url = {https://doi.org/10.1016/j.compedu.2009.05.003},
doi = {10.1016/J.COMPEDU.2009.05.003},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/RomeroVZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RomeroGVJH09,
author = {Crist{\'{o}}bal Romero and
Pedro Gonz{\'{a}}lez and
Sebasti{\'{a}}n Ventura and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Evolutionary algorithms for subgroup discovery in e-learning: {A}
practical application using Moodle data},
journal = {Expert Syst. Appl.},
volume = {36},
number = {2},
pages = {1632--1644},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2007.11.026},
doi = {10.1016/J.ESWA.2007.11.026},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/RomeroGVJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZafraRVH09,
author = {Amelia Zafra and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Enrique Herrera{-}Viedma},
title = {Multi-instance genetic programming for web index recommendation},
journal = {Expert Syst. Appl.},
volume = {36},
number = {9},
pages = {11470--11479},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.03.059},
doi = {10.1016/J.ESWA.2009.03.059},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZafraRVH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Alcala-FdezSGJVGORBRFH09,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Luciano S{\'{a}}nchez and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Sebasti{\'{a}}n Ventura and
Josep Maria Garrell i Guiu and
Jos{\'{e}} Otero and
Crist{\'{o}}bal Romero and
Jaume Bacardit and
V{\'{\i}}ctor M. Rivas and
Juan Carlos Fern{\'{a}}ndez and
Francisco Herrera},
title = {{KEEL:} a software tool to assess evolutionary algorithms for data
mining problems},
journal = {Soft Comput.},
volume = {13},
number = {3},
pages = {307--318},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0323-y},
doi = {10.1007/S00500-008-0323-Y},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Alcala-FdezSGJVGORBRFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/GarciaRVC09,
author = {Enrique Garc{\'{\i}}a and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Carlos de Castro},
title = {An architecture for making recommendations to courseware authors using
association rule mining and collaborative filtering},
journal = {User Model. User Adapt. Interact.},
volume = {19},
number = {1-2},
pages = {99--132},
year = {2009},
url = {https://doi.org/10.1007/s11257-008-9047-z},
doi = {10.1007/S11257-008-9047-Z},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/GarciaRVC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroVGCG09,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Enrique Garc{\'{\i}}a and
Carlos de Castro and
Miguel Gea},
editor = {Tiffany Barnes and
Michel C. Desmarais and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Collaborative Data Mining Tool for Education},
booktitle = {Educational Data Mining - {EDM} 2009, Cordoba, Spain, July 1-3, 2009.
Proceedings of the 2nd International Conference on Educational Data
Mining},
pages = {299--308},
publisher = {www.educationaldatamining.org},
year = {2009},
url = {http://www.educationaldatamining.org/EDM2009/uploads/proceedings/romero.pdf},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroVGCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/ZafraV09,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Tiffany Barnes and
Michel C. Desmarais and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Predicting Student Grades in Learning Management Systems with Multiple
Instance Learning Genetic Programming},
booktitle = {Educational Data Mining - {EDM} 2009, Cordoba, Spain, July 1-3, 2009.
Proceedings of the 2nd International Conference on Educational Data
Mining},
pages = {309--318},
publisher = {www.educationaldatamining.org},
year = {2009},
url = {http://www.educationaldatamining.org/EDM2009/uploads/proceedings/zafra.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/ZafraV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/ZafraV09,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {A Comparison of Multi-objective Grammar-Guided Genetic Programming
Methods to Multiple Instance Learning},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {450--458},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_54},
doi = {10.1007/978-3-642-02319-4\_54},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/ZafraV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/AvilaGV09,
author = {Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Multi-label Classification with Gene Expression Programming},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {629--637},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_76},
doi = {10.1007/978-3-642-02319-4\_76},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/AvilaGV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/AvilaGZV09,
author = {Jos{\'{e}} Luis {\'{A}}vila{-}Jim{\'{e}}nez and
Eva Lucrecia Gibaja Galindo and
Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Hujun Yin},
title = {A Niching Algorithm to Learn Discriminant Functions with Multi-Label
Patterns},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
10th International Conference, Burgos, Spain, September 23-26, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5788},
pages = {570--577},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04394-9\_69},
doi = {10.1007/978-3-642-04394-9\_69},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/AvilaGZV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ZafraRV09,
author = {Amelia Zafra and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Predicting Academic Achievement Using Multiple Instance Genetic Programming},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {1120--1125},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.108},
doi = {10.1109/ISDA.2009.108},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/ZafraRV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/GarciaRVC09,
author = {Enrique Garc{\'{\i}}a and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Carlos de Castro},
editor = {Geert{-}Jan Houben and
Gordon I. McCalla and
Fabio Pianesi and
Massimo Zancanaro},
title = {Evaluating Web Based Instructional Models Using Association Rule Mining},
booktitle = {User Modeling, Adaptation, and Personalization, 17th International
Conference, {UMAP} 2009, formerly {UM} and AH, Trento, Italy, June
22-26, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5535},
pages = {16--29},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02247-0\_5},
doi = {10.1007/978-3-642-02247-0\_5},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/GarciaRVC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2009,
editor = {Tiffany Barnes and
Michel C. Desmarais and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Educational Data Mining - {EDM} 2009, Cordoba, Spain, July 1-3, 2009.
Proceedings of the 2nd International Conference on Educational Data
Mining},
publisher = {www.educationaldatamining.org},
year = {2009},
isbn = {978-84-613-2308-1},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/RomeroVG08,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Enrique Garc{\'{\i}}a},
title = {Data mining in course management systems: Moodle case study and tutorial},
journal = {Comput. Educ.},
volume = {51},
number = {1},
pages = {368--384},
year = {2008},
url = {https://doi.org/10.1016/j.compedu.2007.05.016},
doi = {10.1016/J.COMPEDU.2007.05.016},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ce/RomeroVG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieee-rita/SalcinesRVd08,
author = {Enrique Garc{\'{\i}}a Salcines and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Carlos de{-}Castro{-}Lozano},
title = {Sistema recomendador colaborativo usando miner{\'{\i}}a de datos
distribuida para la mejora continua de cursos e-learning},
journal = {Rev. Iberoam. de Tecnol. del Aprendiz.},
volume = {3},
number = {1},
pages = {19--30},
year = {2008},
url = {http://rita.det.uvigo.es/200805/uploads/IEEE-RITA.2008.V3.N1.A3.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieee-rita/SalcinesRVd08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/VenturaRZDH08,
author = {Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
Amelia Zafra and
Jose Antonio Delgado and
C{\'{e}}sar Herv{\'{a}}s},
title = {{JCLEC:} a Java framework for evolutionary computation},
journal = {Soft Comput.},
volume = {12},
number = {4},
pages = {381--392},
year = {2008},
url = {https://doi.org/10.1007/s00500-007-0172-0},
doi = {10.1007/S00500-007-0172-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/VenturaRZDH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroVEH08,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Pedro G. Espejo and
C{\'{e}}sar Herv{\'{a}}s},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Data Mining Algorithms to Classify Students},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {8--17},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/1\_Romero\_3.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroVEH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VenturaRH08,
author = {Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
C{\'{e}}sar Herv{\'{a}}s},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Analyzing Rule Evaluation Measures with Educational Datasets: {A}
Framework to Help the Teacher},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {177--181},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/18\_Ventura\_4.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/VenturaRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroGFV08,
author = {Crist{\'{o}}bal Romero and
Sergio Guti{\'{e}}rrez Santos and
Manuel Freire and
Sebasti{\'{a}}n Ventura},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Mining and Visualizing Visited Trails in Web-Based Educational Systems},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {182--186},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/19\_Romero\_19.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroGFV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/ZafraGV08,
author = {Amelia Zafra and
Eva Lucrecia Gibaja Galindo and
Sebasti{\'{a}}n Ventura},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Multiple Instance Learning with MultiObjective Genetic Programming
for Web Mining},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {513--518},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.120},
doi = {10.1109/HIS.2008.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/ZafraGV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RomeroV07,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura},
title = {Educational data mining: {A} survey from 1995 to 2005},
journal = {Expert Syst. Appl.},
volume = {33},
number = {1},
pages = {135--146},
year = {2007},
url = {https://doi.org/10.1016/j.eswa.2006.04.005},
doi = {10.1016/J.ESWA.2006.04.005},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/RomeroV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ZafraV07,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Multi-objective Genetic Programming for Multiple Instance Learning},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {790--797},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_81},
doi = {10.1007/978-3-540-74958-5\_81},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/ZafraV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/RomeroVDB07,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Jose Antonio Delgado and
Paul De Bra},
editor = {Erik Duval and
Ralf Klamma and
Martin Wolpers},
title = {Personalized Links Recommendation Based on Data Mining in Adaptive
Educational Hypermedia Systems},
booktitle = {Creating New Learning Experiences on a Global Scale, Second European
Conference on Technology Enhanced Learning, {EC-TEL} 2007, Crete,
Greece, September 17-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4753},
pages = {292--306},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75195-3\_21},
doi = {10.1007/978-3-540-75195-3\_21},
timestamp = {Mon, 28 Aug 2023 21:17:28 +0200},
biburl = {https://dblp.org/rec/conf/ectel/RomeroVDB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ZafraVHR07,
author = {Amelia Zafra and
Sebasti{\'{a}}n Ventura and
Enrique Herrera{-}Viedma and
Crist{\'{o}}bal Romero},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Multiple Instance Learning with Genetic Programming for Web Mining},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {919--927},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_111},
doi = {10.1007/978-3-540-73007-1\_111},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/ZafraVHR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/EspejoHVR06,
author = {Pedro G. Espejo and
C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero},
title = {Selection of Logical Operators for Inducing Comprehensible Knowledge},
journal = {Inteligencia Artif.},
volume = {10},
number = {29},
pages = {19--30},
year = {2006},
url = {http://journal.iberamia.org/index.php/ia/article/view/480/article\%20\%281\%29.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/EspejoHVR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RomeroVGHG06,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Eva Lucrecia Gibaja Galindo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco Romero Morales},
title = {Web-based adaptive training simulator system for cardiac life support},
journal = {Artif. Intell. Medicine},
volume = {38},
number = {1},
pages = {67--78},
year = {2006},
url = {https://doi.org/10.1016/j.artmed.2006.01.002},
doi = {10.1016/J.ARTMED.2006.01.002},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/RomeroVGHG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ah/RomeroVHB06,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Paul De Bra},
editor = {Vincent P. Wade and
Helen Ashman and
Barry Smyth},
title = {An Authoring Tool for Building Both Mobile Adaptable Tests and Web-Based
Adaptive or Classic Tests},
booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, 4th International
Conference, {AH} 2006, Dublin, Ireland, June 21-23, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4018},
pages = {203--212},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11768012\_22},
doi = {10.1007/11768012\_22},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ah/RomeroVHB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GarciaRVC06,
author = {Enrique Garc{\'{\i}}a and
Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Carlos de Castro},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Using Rules Discovery for the Continuous Improvement of e-Learning
Courses},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {887--895},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_106},
doi = {10.1007/11875581\_106},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/GarciaRVC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Martinez-EstudilloHPMV06,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez Pe{\~{n}}a and
Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Evolutionary Product-Unit Neural Networks for Classification},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {1320--1328},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_157},
doi = {10.1007/11875581\_157},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Martinez-EstudilloHPMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umuai/RomeroVB04,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Paul De Bra},
title = {Knowledge Discovery with Genetic Programming for Providing Feedback
to Courseware Authors},
journal = {User Model. User Adapt. Interact.},
volume = {14},
number = {5},
pages = {425--464},
year = {2004},
url = {https://doi.org/10.1007/s11257-004-7961-2},
doi = {10.1007/S11257-004-7961-2},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umuai/RomeroVB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/GomarizMVO03,
author = {Rafael del Castillo Gomariz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura and
Domingo Ortiz{-}Boyer},
editor = {Ricardo Conejo and
Maite Urretavizcaya and
Jos{\'{e}}{-}Luis P{\'{e}}rez{-}de{-}la{-}Cruz},
title = {Application of Crossover Operators Based on Confidence Interval in
Modeling Problems Using Real-Coding Genetic Algorithms},
booktitle = {Current Topics in Artificial Intelligence, 10th Conference of the
Spanish Association for Artificial Intelligence, {CAEPIA} 2003, and
5th Conference on Technology Transfer, {TTIA} 2003, San Sebastian,
Spain, November 12-14, 2003. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3040},
pages = {177--186},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-25945-9\_18},
doi = {10.1007/978-3-540-25945-9\_18},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/caepia/GomarizMVO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/RomeroVBC03,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Paul De Bra and
Carlos de Castro},
editor = {Peter Brusilovsky and
Albert T. Corbett and
Fiorella de Rosis},
title = {Discovering Prediction Rules in AHA! Courses},
booktitle = {User Modeling 2003, 9th International Conference, {UM} 2003, Johnstown,
PA, USA, June 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2702},
pages = {25--34},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44963-9\_6},
doi = {10.1007/3-540-44963-9\_6},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/um/RomeroVBC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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Sebasti{\'{a}}n Ventura and
Manuel Silva},
title = {A two steps method: non linear regression and pruning neural network
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pages = {347--352},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-28.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Hervas-MartinezHVS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
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title = {Reconocimiento de funciones de producci{\'{o}}n l{\'{a}}ctea
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url = {http://journal.iberamia.org/index.php/ia/article/view/215/article\%20\%281\%29.pdf},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aepia/HervasVM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HervasVSP98,
author = {C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
Manuel Silva and
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doi = {10.1021/CI980030\%2B},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/HervasVSP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jcisd/VenturaSPH97,
author = {Sebasti{\'{a}}n Ventura and
Manuel Silva and
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title = {Computational Neural Networks in Conjunction with Principal Component
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timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/VenturaSPH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jcisd/VenturaSPH97a,
author = {Sebasti{\'{a}}n Ventura and
Manuel Silva and
Dolores P{\'{e}}rez{-}Bendito and
C{\'{e}}sar Herv{\'{a}}s},
title = {Estimation of Parameters of Kinetic Compartmental Models by Use of
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timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/VenturaSPH97a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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