Rivas Santos, Víctor Manuel

Comité Científico

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

Publicaciones

"A comparison of implementations of basic evolutionary algorithm operations in different languages", 2016 IEEE Congress on Evolutionary Computation, CEC 20162016 | conference-paperDOI: 10.1109/CEC.2016.7743980, EID: 2-s2.0-85008253549URL: 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 Intelligence2016 | bookDOI: 10.1007/978-3-319-23392-5_7, EID: 2-s2.0-84947745784URL: 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 | bookDOI: 10.1007/978-3-319-31153-1_3, EID: 2-s2.0-84962301760URL: 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 Intelligence2016 | conference-paperEID: 2-s2.0-85006515680URL: 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 Computing2016 | bookDOI: 10.1007/978-3-319-40111-9_5, EID: 2-s2.0-84976376855URL: 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 Learning2015 | journal-articleDOI: 10.1111/jcal.12075, EID: 2-s2.0-84920835162URL: 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 Systems2015 | journal-articleDOI: 10.1016/j.future.2016.11.021, EID: 2-s2.0-85007463588URL: 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 | bookDOI: 10.1007/978-3-662-45523-4_69, EID: 2-s2.0-84915747714URL: 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 Conference2014 | conference-paperDOI: 10.1145/2598394.2598460, EID: 2-s2.0-84905650028URL: 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 Conference2014 | conference-paperDOI: 10.1145/2598394.2605688, EID: 2-s2.0-84905660139URL: 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 | bookEID: 2-s2.0-84927607163URL: 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", Neurocomputing2014 | journal-articleDOI: 10.1016/j.neucom.2013.08.023, EID: 2-s2.0-84893663143URL: 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 Design2014 | bookDOI: 10.4018/978-1-4666-6194-3.ch016, EID: 2-s2.0-84945373770URL: 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 Intelligence2013 | conference-paperEID: 2-s2.0-84887452460URL: 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 Computing2012 | journal-articleDOI: 10.1007/s00500-011-0784-2, EID: 2-s2.0-84861009134URL: 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 Networks2010 | conference-paperDOI: 10.1109/IJCNN.2010.5596797, EID: 2-s2.0-79959468164URL: 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 Computing2009 | bookDOI: 10.1007/978-3-540-85863-8_79, EID: 2-s2.0-58149178885URL: 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 | bookDOI: 10.1007/978-3-642-02481-8_6, EID: 2-s2.0-77952576327URL: 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 Applications2009 | conference-paperDOI: 10.1109/ISDA.2009.234, EID: 2-s2.0-77949518204URL: 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 Science2009 | bookDOI: 10.1007/978-3-642-03969-0_25, EID: 2-s2.0-78049380901URL: 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 Computing2009 | journal-articleDOI: 10.1007/s00500-008-0323-y, EID: 2-s2.0-55549103698URL: 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 | bookDOI: 10.1007/978-3-642-02478-8_48, EID: 2-s2.0-68749083918URL: 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 World2009 | journal-articleEID: 2-s2.0-63149148341URL: 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 Computing2009 | bookDOI: 10.1007/978-3-540-85863-8_48, EID: 2-s2.0-58149184011URL: 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 | bookDOI: 10.1007/978-3-540-87656-4_18, EID: 2-s2.0-70350525013URL: 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 20082008 | conference-paperDOI: 10.1109/ADVCOMP.2008.20, EID: 2-s2.0-67650113652URL: 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 20082008 | conference-paperDOI: 10.1109/HIS.2008.66, EID: 2-s2.0-55349094713URL: 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 Journal2006 | journal-articleDOI: 10.1016/j.asoc.2004.09.003, EID: 2-s2.0-30344440427URL: 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 | bookEID: 2-s2.0-33750233849URL: 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 Sciences2004 | journal-articleDOI: 10.1016/j.ins.2003.09.025, EID: 2-s2.0-5144219995URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-5144219995&partnerID=MN8TOARS
"Evolving two-dimensional fuzzy systems", Fuzzy Sets and Systems2003 | journal-articleDOI: 10.1016/S0165-0114(02)00483-9, EID: 2-s2.0-0043092357URL: 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 | bookEID: 2-s2.0-33847231957URL: 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 | bookEID: 2-s2.0-33845394631URL: 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 | bookEID: 2-s2.0-84902177077URL: 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 Applications2001 | bookEID: 2-s2.0-5044230441URL: 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 | bookEID: 2-s2.0-25144453641URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-25144453641&partnerID=MN8TOARS
"Evolving Objects", Proceedings of the Joint Conference on Information Sciences2000 | conference-paperEID: 2-s2.0-1642305667URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-1642305667&partnerID=MN8TOARS
"Evolving multilayer perceptrons", Neural Processing Letters2000 | journal-articleDOI: 10.1023/A:1009684907680, EID: 2-s2.0-0034293832URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-0034293832&partnerID=MN8TOARS
"G-Prop: Global optimization of multilayer perceptrons using GAs", Neurocomputing2000 | journal-articleDOI: 10.1016/S0925-2312(00)00302-7, EID: 2-s2.0-0034331237URL: 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 19991999 | conference-paperDOI: 10.1109/CEC.1999.785523, EID: 2-s2.0-84901465300URL: 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 | bookDOI: 10.1007/BFb0100504, EID: 2-s2.0-23044519071URL: 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 | bookDOI: 10.1007/BFb0100543, EID: 2-s2.0-84867448284URL: 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 | bookDOI: 10.1007/BFb0098224, EID: 2-s2.0-23044518583URL: 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 Technologies1998 | journal-articleDOI: 10.1016/S0959-8022(98)00012-5, EID: 2-s2.0-60749122252URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-60749122252&partnerID=MN8TOARS