vrivas

Posición
Comité Científico
Descripción

PhD. in Computer Sciences

Professor at Departament of Computer Sciences

Phone: +34 953 21 23 44

Web: http://vrivas.es

ID ORCID

0000-0002-0681-7172

Publications

A comparison of implementations of basic evolutionary algorithm operations in different languages 2016 IEEE Congress on Evolutionary Computation, CEC 2016 , 2016 | conference-paper DOI: 10.1109/CEC.2016.7743980 EID: 2-s2.0-85008253549 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85008253549&partnerID=MN8TOARS
A radial basis function neural network-based coevolutionary algorithm for short-term to long-term time series forecasting Studies in Computational Intelligence , 2016 | book DOI: 10.1007/978-3-319-23392-5_7 EID: 2-s2.0-84947745784 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84947745784&partnerID=MN8TOARS
Benchmarking languages for evolutionary algorithms Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2016 | book DOI: 10.1007/978-3-319-31153-1_3 EID: 2-s2.0-84962301760 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84962301760&partnerID=MN8TOARS
Ranking the performance of compiled and interpreted languages in genetic algorithms IJCCI 2016 - Proceedings of the 8th International Joint Conference on Computational Intelligence , 2016 | conference-paper EID: 2-s2.0-85006515680 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85006515680&partnerID=MN8TOARS
Web browser-based forecasting of economic time-series Advances in Intelligent Systems and Computing , 2016 | book DOI: 10.1007/978-3-319-40111-9_5 EID: 2-s2.0-84976376855 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84976376855&partnerID=MN8TOARS
Open classroom: Enhancing student achievement on artificial intelligence through an international online competition Journal of Computer Assisted Learning , 2015 | journal-article DOI: 10.1111/jcal.12075 EID: 2-s2.0-84920835162 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84920835162&partnerID=MN8TOARS
Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system Future Generation Computer Systems , 2015 | journal-article DOI: 10.1016/j.future.2016.11.021 EID: 2-s2.0-85007463588 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85007463588&partnerID=MN8TOARS
An object-oriented library in Javascript to build modular and flexible cross-platform evolutionary algorithms Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2014 | book DOI: 10.1007/978-3-662-45523-4_69 EID: 2-s2.0-84915747714 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84915747714&partnerID=MN8TOARS
Assessing different architectures for evolutionary algorithms in JavaScript GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference , 2014 | conference-paper DOI: 10.1145/2598394.2598460 EID: 2-s2.0-84905650028 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84905650028&partnerID=MN8TOARS
NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference , 2014 | conference-paper DOI: 10.1145/2598394.2605688 EID: 2-s2.0-84905660139 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84905660139&partnerID=MN8TOARS
Preface Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2014 | book EID: 2-s2.0-84927607163 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84927607163&partnerID=MN8TOARS
Short, medium and long term forecasting of time series using the L-Co-R algorithm Neurocomputing , 2014 | journal-article DOI: 10.1016/j.neucom.2013.08.023 EID: 2-s2.0-84893663143 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84893663143&partnerID=MN8TOARS
Studying individualized transit indicators using a new low-cost information system Handbook of Research on Embedded Systems Design , 2014 | book DOI: 10.4018/978-1-4666-6194-3.ch016 EID: 2-s2.0-84945373770 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84945373770&partnerID=MN8TOARS
The L-Co-R Co-evolutionary algorithm a comparative analysis in medium-term time-series forecasting problems IJCCI 2013 - Proceedings of the 5th International Joint Conference on Computational Intelligence , 2013 | conference-paper EID: 2-s2.0-84887452460 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84887452460&partnerID=MN8TOARS
Coevolution of lags and RBFNs for time series forecasting: L-Co-R algorithm Soft Computing , 2012 | journal-article DOI: 10.1007/s00500-011-0784-2 EID: 2-s2.0-84861009134 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84861009134&partnerID=MN8TOARS
Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment Proceedings of the International Joint Conference on Neural Networks , 2010 | conference-paper DOI: 10.1109/IJCNN.2010.5596797 EID: 2-s2.0-79959468164 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79959468164&partnerID=MN8TOARS
A symbiotic CHC co-evolutionary algorithm for automatic RBF neural networks design Advances in Soft Computing , 2009 | book DOI: 10.1007/978-3-540-85863-8_79 EID: 2-s2.0-58149178885 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-58149178885&partnerID=MN8TOARS
Designing radial basis function neural networks with meta-evolutionary algorithms: The effect of chromosome codification Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2009 | book DOI: 10.1007/978-3-642-02481-8_6 EID: 2-s2.0-77952576327 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77952576327&partnerID=MN8TOARS
E-tsRBF: Preliminary results on the simultaneous determination of time-lags and parameters of radial basis function neural networks for time series forecasting ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications , 2009 | conference-paper DOI: 10.1109/ISDA.2009.234 EID: 2-s2.0-77949518204 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-77949518204&partnerID=MN8TOARS
Enhanced radial basis function neural network design using parallel evolutionary algorithms Communications in Computer and Information Science , 2009 | book DOI: 10.1007/978-3-642-03969-0_25 EID: 2-s2.0-78049380901 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-78049380901&partnerID=MN8TOARS
KEEL: A software tool to assess evolutionary algorithms for data mining problems Soft Computing , 2009 | journal-article DOI: 10.1007/s00500-008-0323-y EID: 2-s2.0-55549103698 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-55549103698&partnerID=MN8TOARS
Parallelizing the design of radial basis function neural networks by means of evolutionary meta-algorithms Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2009 | book DOI: 10.1007/978-3-642-02478-8_48 EID: 2-s2.0-68749083918 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-68749083918&partnerID=MN8TOARS
Study of the robustness of a meta-algorithm for the estimation of parameters in radial basis function neural networks design Neural Network World , 2009 | journal-article EID: 2-s2.0-63149148341 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-63149148341&partnerID=MN8TOARS
Techniques of engineering applied to a non-structured data model Advances in Soft Computing , 2009 | book DOI: 10.1007/978-3-540-85863-8_48 EID: 2-s2.0-58149184011 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-58149184011&partnerID=MN8TOARS
Automatic neural net design by means of a symbiotic co-evolutionary algorithm Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2008 | book DOI: 10.1007/978-3-540-87656-4_18 EID: 2-s2.0-70350525013 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-70350525013&partnerID=MN8TOARS
Parameter estimation for radial basis function neural network design by means of two symbiotic algorithms Proceedings - The 2nd International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2008 , 2008 | conference-paper DOI: 10.1109/ADVCOMP.2008.20 EID: 2-s2.0-67650113652 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-67650113652&partnerID=MN8TOARS
Study of the robustness of a meta-algorithm for the estimation of parameters inb Artificial Neural Networks design Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008 , 2008 | conference-paper DOI: 10.1109/HIS.2008.66 EID: 2-s2.0-55349094713 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-55349094713&partnerID=MN8TOARS
Finding a needle in a haystack using hints and evolutionary computation: The case of evolutionary MasterMind Applied Soft Computing Journal , 2006 | journal-article DOI: 10.1016/j.asoc.2004.09.003 EID: 2-s2.0-30344440427 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-30344440427&partnerID=MN8TOARS
Multiobjective optimization of ensembles of multilayer perceptrons for pattern classification Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2006 | book EID: 2-s2.0-33750233849 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33750233849&partnerID=MN8TOARS
Evolving RBF neural networks for time-series forecasting with EvRBF Information Sciences , 2004 | journal-article DOI: 10.1016/j.ins.2003.09.025 EID: 2-s2.0-5144219995 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-5144219995&partnerID=MN8TOARS
Evolving two-dimensional fuzzy systems Fuzzy Sets and Systems , 2003 | journal-article DOI: 10.1016/S0165-0114(02)00483-9 EID: 2-s2.0-0043092357 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0043092357&partnerID=MN8TOARS
Evolved RBF networks for time-series forecasting and function approximation Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2002 | book EID: 2-s2.0-33847231957 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33847231957&partnerID=MN8TOARS
Optimisation of multilayer perceptrons using a distributed evolutionary algorithm with SOAP Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2002 | book EID: 2-s2.0-33845394631 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-33845394631&partnerID=MN8TOARS
Evolving RBF neural networks Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2001 | book EID: 2-s2.0-84902177077 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84902177077&partnerID=MN8TOARS
Function approximation with evolved multilayer perceptions Advances in Neural Networks and Applications , 2001 | book EID: 2-s2.0-5044230441 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-5044230441&partnerID=MN8TOARS
Evolutionary computation visualization: Application to G-PROP Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2000 | book EID: 2-s2.0-25144453641 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-25144453641&partnerID=MN8TOARS
Evolving Objects Proceedings of the Joint Conference on Information Sciences , 2000 | conference-paper EID: 2-s2.0-1642305667 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-1642305667&partnerID=MN8TOARS
Evolving multilayer perceptrons Neural Processing Letters , 2000 | journal-article DOI: 10.1023/A:1009684907680 EID: 2-s2.0-0034293832 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0034293832&partnerID=MN8TOARS
G-Prop: Global optimization of multilayer perceptrons using GAs Neurocomputing , 2000 | journal-article DOI: 10.1016/S0925-2312(00)00302-7 EID: 2-s2.0-0034331237 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0034331237&partnerID=MN8TOARS
G-Prop-II: Global optimization of multilayer perceptrons using GAs Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999 , 1999 | conference-paper DOI: 10.1109/CEC.1999.785523 EID: 2-s2.0-84901465300 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84901465300&partnerID=MN8TOARS
Improved automatic classification of biological particles from electron-microscopy images using genetic neural nets Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 1999 | book DOI: 10.1007/BFb0100504 EID: 2-s2.0-23044519071 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-23044519071&partnerID=MN8TOARS
Optimizing web newspaper layout using simulated annealing Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 1999 | book DOI: 10.1007/BFb0100543 EID: 2-s2.0-84867448284 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84867448284&partnerID=MN8TOARS
SA-prop: Optimization of multilayer perceptron parameters using simulated annealing Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 1999 | book DOI: 10.1007/BFb0098224 EID: 2-s2.0-23044518583 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-23044518583&partnerID=MN8TOARS
A neural net-based model for decision making in marketing Accounting, Management and Information Technologies , 1998 | journal-article DOI: 10.1016/S0959-8022(98)00012-5 EID: 2-s2.0-60749122252 URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-60749122252&partnerID=MN8TOARS