@article{trr16,

title = {Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks},

author = {A J Tallón-Ballesteros and J C Riquelme and R Ruiz},

doi = {10.1080/09540091.2016.1149146},

year  = {2016},

date = {2016-01-01},

journal = {Connection Science},

volume = {28},

number = {3},

pages = {242-257},

note = {JCR (2016): 0.867, Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mtmr16,

title = {Obtaining optimal quality measures for quantitative association rules},

author = {M Martínez-Ballesteros and A Troncoso and F Martínez-Álvarez and J C Riquelme},

doi = {10.1016/j.neucom.2014.10.100},

year  = {2016},

date = {2016-01-01},

journal = {Neurocomputing},

volume = {176},

pages = {36-47},

note = {JCR (2016): 3.317, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mgr16b,

title = {On the evolutionary weighting of neighbours and features in the k-Nearest Neighbours rule},

author = {D Mateos-García and Jorge García-Gutiérrez and J C Riquelme},

year  = {2016},

date = {2016-01-01},

journal = {Neurocomputing},

volume = {326–327},

number = {31},

pages = {54-60},

note = {JCR (2016): 3.317, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{l16,

title = {A Study of the Suitability of Autoencoders for Preprocessing Data in Breast Cancer Experimentation},

author = {J M Luna-Romera and L Macías-García and J García-Gutiérrez and M Martínez-Ballesteros and J C Riquelme and R González-Cámpora},

doi = {10.1016/j.jbi.2017.06.020},

year  = {2016},

date = {2016-01-01},

journal = {Journal of Biomedical Informatics},

volume = {72},

number = {C},

pages = {33-44},

note = {JCR (2016): 2.753},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gmtr15,

title = {A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables},

author = {J Garcia-Gutierrez and F Martinez-Alvarez and A Troncoso and J C Riquelme},

doi = {10.1016/j.neucom.2014.09.091},

year  = {2015},

date = {2015-01-01},

journal = {Neurocomputing.},

volume = {167},

pages = {24-31},

note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mtar15,

title = {A Survey on Data Mining Techniques Applied to Electricity-Related Time Series Forecasting},

author = {F Martínez-Álvarez and A Troncoso and Asencio-Cort G é and J C Riquelme},

doi = {10.3390/en81112361},

year  = {2015},

date = {2015-01-01},

journal = {Energies},

volume = {8},

number = {11},

pages = {13162-13193},

note = {IF 2.077, 72/231 Energy Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ggmr15,

title = {An Evolutionary Majority Voting to Improve Support Vector Machines' Classification of LIDAR and Imagery Data Fusion},

author = {J Garcia-Gutierrez and M Garcia and D Mateos-Garcia and J C Riquelme},

doi = {10.1016/j.neucom.2014.08.086},

year  = {2015},

date = {2015-01-01},

journal = {Neurocomputing},

volume = {163},

pages = {17-24},

note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mbtr15,

title = {Enhancing the scalability of evolutionary algorithms to discover quantitative association rules in large-scale datasets},

author = {M Martínez-Ballesteros and J Bacardit and A Troncoso and J C Riquelme},

doi = {10.3233/ICA-140479},

year  = {2015},

date = {2015-01-01},

journal = {Integrated Computer-Aided Engineering},

volume = {22},

number = {1},

pages = {21-39},

note = {JCR (2015): 4.981, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{tscrp15,

title = {Local models-based regression trees for very short-term wind speed prediction},

author = {A Troncoso and S Salcedo-Sanz and C Casanova-Mateo and J C Riquelme and L Prieto},

doi = {10.1016/j.renene.2015.03.071},

year  = {2015},

date = {2015-01-01},

journal = {Renewable Energy},

volume = {81},

pages = {589-598},

note = {IF , 24/81 Energy Q2, 10/29 Green Sc&Tech Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{taj15,

title = {A multi-scale smoothing kernel for measuring time-series similarity},

author = {A Troncoso and M Arias and Riquelme Jc.},

doi = {10.1016/j.neucom.2014.08.099},

year  = {2015},

date = {2015-01-01},

journal = {Neurocomputing},

volume = {167},

pages = {8-17},

note = {JCR(2015): Q1 31/130 Computer Science, Artificial Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mnr14,

title = {Discovering gene association networks by multi-objective evolutionary quantitative association rules},

author = {M Martínez-Ballesteros and I A Nepomuceno-Chamorro and J C Riquelme},

doi = {10.1016/J.JCSS.2013.03.010},

year  = {2014},

date = {2014-01-01},

journal = {Journal of Computer and Systems Sciences},

volume = {89},

number = {1},

pages = {118-136},

note = {JCR (2014): , Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{grmr14,

title = {TriGen: A genetic algorithm to mine triclusters in temporal gene expression data},

author = {D Gutiérrez-Avilés and C Rubio-Escudero and Martínez- F Á and J C Riquelme},

doi = {10.1016/j.neucom.2013.03.061},

year  = {2014},

date = {2014-01-01},

journal = {Neurocomputing},

volume = {132},

pages = {42-53},

note = {IF: 2.083 Q/123},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mmtj14,

title = {Selecting the best measures to discover quantitative association rules},

author = {M Martínez-Ballesteros and F Martínez-Álvarez and A Troncoso and Riquelme Jc.},

doi = {10.1016/j.neucom.2013.01.056},

year  = {2014},

date = {2014-01-01},

journal = {Neurocomputing},

volume = {126},

pages = {3-14},

note = {JCR (2014): 2.083, Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ggmdrn14,

title = {Evolutionary feature selection to estimate forest stand variables using LiDAR},

author = {J García-Gutiérrez and E González-Ferreiro and D Miranda and U Dieguez and J C Riquelme Santos and R M Navarro-Cerrillo},

doi = {10.1016/j.jag.2013.06.005},

year  = {2014},

date = {2014-01-01},

journal = {International Journal of Applied Earth Observation and Geoinformation.},

volume = {26},

number = {2},

pages = {119-131},

note = {JCR(2014): 2.6 Q1 3/28 Remote Sensing},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rrrh13,

title = {A Study of Subgroup Discovery Approaches for Defect Prediction},

author = {D Rodriguez and R Ruiz and J C Riquelme and R Harrison},

doi = {10.1016/j.infsof.2013.05.002},

year  = {2013},

date = {2013-01-01},

journal = {Information and Software Technology},

volume = {55},

number = {10},

pages = {1810-1822},

note = {IF 1.328, 31/105 Soft Eng Q2, 51/135 Inf Sys Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{thrr13,

title = {Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems},

author = {A J Tallón-Ballesteros and C Hervás-Martínez and J C Riquelme and R Ruiz},

doi = {10.1016/j.neucom.2012.08.041},

year  = {2013},

date = {2013-01-01},

journal = {Neurocomputing},

volume = {114},

number = {19},

pages = {107-117},

note = {JCR (2013): 2.005, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rrag12,

title = {Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches},

author = {R Ruiz and J C Riquelme and J S Aguilar-Ruiz and Garc M í},

doi = {10.1016/j.eswa.2012.03.061},

year  = {2012},

date = {2012-01-01},

journal = {Expert Systems with Applications},

volume = {39},

number = {12},

pages = {11094-11102},

note = {Pages. IF 1.854, 13/79 Oper Res Q1, 56/243 Eng Elec Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rrra12,

title = {Searching for Rules to Detect Defective Modules: A Subgroup Discovery Approach},

author = {D Rodriguez and R Ruiz and J C Riquelme and J S Aguilar-Ruiz},

doi = {10.1016/j.ins.2011.01.039},

year  = {2012},

date = {2012-01-01},

journal = {Information Sciences},

volume = {191},

pages = {14-30},

note = {IF , 6/132 Inf Sys Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gmj12,

title = {EVOR-STACK: a label-dependent evolutive stacking on remote sensing data fusion},

author = {J García Gutiérrez and D Mateos García and Riquelme Jc.},

doi = {10.1016/j.neucom.2011.02.020},

year  = {2012},

date = {2012-01-01},

journal = {Neurocomputing},

volume = {75},

number = {1},

pages = {115-122},

note = {JCR(2012): 1.634 Q2 37/115 Computer Science, Artificial Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fhrr12,

title = {Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection},

author = {F Fernández-Navarro and César Hervás-Mart í and Roberto Ruiz and Jose C Riquelme},

doi = {10.1016/j.asoc.2012.01.008},

year  = {2012},

date = {2012-01-01},

journal = {Applied Soft Computing},

volume = {12},

number = {6},

pages = {1787-1800},

note = {IF 2.140, 18/100 Int App Q1, 23/115 Art Int Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mgr12,

title = {On the evolutionary optimization of k-NN by label-dependent feature weighting},

author = {D Mateos-García and J García-Gutiérrez and J C Riquelme-Santos},

doi = {10.1016/j.patrec.2012.08.011},

year  = {2012},

date = {2012-01-01},

journal = {Pattern Recognition Letters},

volume = {33},

number = {16},

pages = {2232-2238},

note = {JCR (2012): 1.266 Q2 56/115 Computer Science, Artificial Intelligence},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ggr11,

title = {Automatic environmental quality assessment for mixed-land zones using LIDAR and intelligent techniques},

author = {J Garcia Gutierrez and L Gonçalves Seco and J C Riquelme},

doi = {10.1016/j.eswa.2010.12.065},

year  = {2011},

date = {2011-01-01},

journal = {Expert Systems with Applications},

volume = {38},

pages = {6},

note = {JCR(2011): 2.203 Q1 22/111 Computer Science, Multidisciplinary},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mtra11,

title = {Discovery of motifs to forecast outlier occurrence in time series},

author = {F Martínez-Álvarez and A Troncoso and J C Riquelme and J S Aguilar-Ruiz},

doi = {10.1016/j.patrec.2011.05.002},

year  = {2011},

date = {2011-01-01},

journal = {Pattern Recognition Letters},

volume = {32},

number = {12},

pages = {1652-1665},

note = {IF 1.0/111 Art Int Q3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mtra11b,

title = {Energy time series forecasting based on pattern sequence similarity},

author = {F Martínez-Álvarez and A Troncoso and J C Riquelme and J S Aguilar-Ruiz},

doi = {10.1109/TKDE.2010.227},

year  = {2011},

date = {2011-01-01},

journal = {IEEE Transactions on Knowledge and Data Engineering},

volume = {23},

number = {8},

pages = {1230-1243},

note = {IF 1.657, 29/135 Inf Sys Q1, 35/111 Art Int Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{msrcc11,

title = {Evolutionary Association Rules for Total Ozone Content Modeling from Satellite Observations},

author = {M Martínez-Ballesteros and S Salcedo-Sanz and J C Riquelme and C Casanova-Mateo and J L Camacho},

doi = {10.1016/j.chemolab.2011.09.011},

year  = {2011},

date = {2011-01-01},

journal = {Chemometrics and Intelligent Laboratory Systems},

volume = {109},

number = {2},

pages = {217-227},

note = {JCR (2011): 1.920, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mmr11,

title = {An Evolutionary Algorithm to Discover Quantitative Association Rules in Multidimensional Time Series},

author = {M Martínez-Ballesteros and Troncoso A and Martínez-Álvarez F. and J C Riquelme},

doi = {10.1007/s00500-011-0705-4},

year  = {2011},

date = {2011-01-01},

journal = {Soft Computing},

volume = {15},

number = {10},

pages = {2065-2084},

note = {IF 1.880 24/99 Int App Q1, 30/111 Art Int Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{naj10,

title = {Inferring gene regression networks with model trees},

author = {I A Nepomuceno-Chamorro and J S Aguilar-Ruiz and Riquelme Jc.},

doi = {10.1186/1471-2105-11-517},

year  = {2010},

date = {2010-01-01},

journal = {BMC Bioinformatics},

volume = {11},

pages = {517-529},

note = {IF: Q1 4/37 MATHEMATICAL & COMPUTATIONAL BIOLOGY, Q2 57/158 BIOTECHNOLOGY & APPLIED MICROBIOLOGY},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mtmj10,

title = {Mining quantitative association rules based on evolutionary computation and its application to atmospheric pollution},

author = {M Martínez-Ballesteros and A Troncoso and F Martínez-Álvarez and Riquelme Jc.},

doi = {10.3233/ICA-2010-0340},

year  = {2010},

date = {2010-01-01},

journal = {Integrated Computer-Aided Engineering},

volume = {17},

number = {3},

pages = {227-242},

note = {JCR (2010): 2.122, Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{traj08,

title = {Evolutionary Techniques applied to the optimal short-term scheduling of the electrical energy production},

author = {A Troncoso and J C Riquelme and J S Aguilar-Ruiz and Riquelme Jm.},

doi = {10.1016/j.ejor.2006.06.044},

year  = {2008},

date = {2008-01-01},

journal = {European Journal of Operational Research},

volume = {185},

number = {3},

pages = {1114-1127},

note = {IF 1.627, 13/64 Oper Res Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{agatr07,

title = {Application of fuzzy logic and data mining techniques as tools for qualitative interpretation of acid mine drainage processes},

author = {J Aroba and J A Grande and J M Andujar and M L de la Torre and J C Riquelme},

doi = {10.1007/s00254-006-0627-0},

year  = {2007},

date = {2007-01-01},

journal = {Environmental Geology},

volume = {53},

number = {1},

pages = {135-145},

note = {IF 0,722 102/137 Geos Q3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{trgmj07,

title = {Electricity market price forecasting based on weighted nearest neighbors techniques},

author = {A Troncoso and J M Riquelme and A Gómez and J L Martínez and Riquelme Jc.},

doi = {10.1109/TPWRS.2007.901670},

year  = {2007},

date = {2007-01-01},

journal = {IEEE Transactions on Power Systems},

volume = {22},

number = {3},

pages = {1294-1301},

note = {IF 1,698, 60/227 Eng Elec Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{agj07,

title = {Natural encoding for evolutionary supervised learning},

author = {J S Aguilar-Ruiz and R Giráldez and Riquelme Jc.},

doi = {10.1109/TEVC.2006.883466},

year  = {2007},

date = {2007-01-01},

journal = {IEEE Transactions on Evolutionary Computation},

volume = {11},

number = {4},

pages = {466-479},

note = {IF 2.426, 5/79 Th. Met Q1, 10/93 Art Int Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rpapfr06,

title = {A comparison of effort estimation methods for 4GL programs: experiences with Statistics and Data Mining},

author = {J C Riquelme and M Polo and J S Aguilar-Ruiz and M Piattini and F Ferrer and F Ruiz},

doi = {10.1142/S0218194006002719},

year  = {2006},

date = {2006-01-01},

journal = {International Journal of Software Engineering and Knowledge Engineering},

volume = {16},

number = {1},

pages = {127-140},

note = {IF 0.413, 69/82 Soft Q4, 71/85 Eng Art Int Q4, 146/206 Eng Elec Q3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rrj06,

title = {Incremental wrapper-based gene selection from microarray expresion data for cancer classification},

author = {R Ruiz and J C Riquelme and Aguilar-Ruiz Js.},

doi = {10.1016/j.patcog.2005.11.001},

year  = {2006},

date = {2006-01-01},

journal = {Pattern Recognition},

volume = {39},

number = {12},

pages = {2383-2392},

note = {IF 1.822, 18/85 Art Int Q1, 28/206 Eng Elec Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{faj05,

title = {Connecting Segments for Visual Data Exploration and Interactive Mining of Decision Rules},

author = {F Ferrer-Troyano and J S Aguilar-Ruiz and Riquelme Jc.},

doi = {10.3217/jucs-011-11-1835},

year  = {2005},

date = {2005-01-01},

journal = {Journal of Universal Computer Science},

volume = {11},

number = {11},

pages = {1835-1848},

note = {IF 0.337, 68/79 Q4, Soft Eng 64/71 Th. Meth. Q4},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{faj05b,

title = {Incremental Rule Learning and Border Examples Selection from Numerical Data Streams},

author = {F Ferrer-Troyano and J S Aguilar-Ruiz and Riquelme Jc.},

doi = {10.3217/jucs-011-08-1426},

year  = {2005},

date = {2005-01-01},

journal = {Journal of Universal Computer Science},

volume = {11},

number = {8},

pages = {1426-1439},

note = {IF 0.337, 68/79 Q4, Soft Eng 64/71 Th. Meth. Q4},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gaj05,

title = {Knowledge-based Fast Evaluation for Evolutionary Learning},

author = {R Giráldez and J S Aguilar-Ruiz and Riquelme Jc.},

doi = {10.1109/TSMCC.2004.841904},

year  = {2005},

date = {2005-01-01},

journal = {IEEE Systems, Man and Cybernetics Part C},

volume = {35},

number = {2},

pages = {254-261},

note = {IF 0.706, 7/18 Cyb Q2, 48/79 Art Int Q3, 49/83 Int App Q3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{art03,

title = {Evolutionary Learning of Hierarchical Decision Rules},

author = {J Aguilar-Ruiz and J C Riquelme and M Toro},

doi = {10.1109/TSMCB.2002.805696},

year  = {2003},

date = {2003-01-01},

journal = {IEEE Systems, Man and Cybernetics Part B},

volume = {33},

number = {2},

pages = {324-331},

note = {IF: 1.029, 14/47 Autom Q2, 32/77 Art Int Q2, 4/18 Cyb Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rat03,

title = {Finding representative patterns with ordered projections},

author = {J C Riquelme and J S Aguilar-Ruiz and M Toro},

doi = {10.1016/S0031-3203(02)00119-X},

year  = {2003},

date = {2003-01-01},

journal = {Pattern Recognition},

volume = {36},

number = {4},

pages = {1009-1018},

note = {IF 1.611, 22/77 Art Int Q2, 37/205 Eng Elec Q1},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Riquelme0000,

title = {Supervised Learning by means of Accuracy-aware Evolutionary Algorithms},

author = {J C Riquelme and J S Aguilar-Ruiz and C del Valle},

doi = {10.1016/S0020-0255(03)00175-0},

year  = {2003},

date = {2003-01-01},

journal = {Information Sciences},

volume = {156},

number = {3-4},

pages = {173-188},

note = {IF: 0.447, 58/78 Inf Sys Q3},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rra02,

title = {Projection-based measure for efficient feature selection},

author = {R Ruiz and J C Riquelme and J S Aguilar-Ruiz},

year  = {2002},

date = {2002-01-01},

journal = {Journal of Intelligent and Fuzzy Systems},

volume = {12},

number = {3-4},

pages = {175-183},

note = {IF: 0.092, 70/74 Artif Int Q4},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rrct01,

title = {An evolutionary and local search algorithm for motion planning of two manipulators},

author = {M A Ridao and J C Riquelme and E F Camacho and M Toro},

doi = {10.1002/rob.1037},

year  = {2001},

date = {2001-01-01},

journal = {Journal of Robotic System},

volume = {18},

number = {8},

pages = {463-476},

note = {IF: 0.505, 6/12 Robotics Q2},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{arrt01,

title = {An evolutionary approach to estimating software development projects},

author = {J Aguilar and I Ramos and J C Riquelme and M Toro},

doi = {10.1016/S0950-5849(01)00193-8},

year  = {2001},

date = {2001-01-01},

journal = {Information and Software Technology},

volume = {43},

number = {14},

pages = {875-882},

note = {IF: 0.257, 60/73 Inf Syst Q4, 59/60 Soft Eng Q4},

keywords = {},

pubstate = {published},

tppubtype = {article}

}