| An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics V López, A Fernández, S García, V Palade, F Herrera Information sciences 250, 113-141, 2013 | 1937 | 2013 |
| A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning S García, J Luengo, JA Sáez, V López, F Herrera IEEE Transactions on Knowledge and Data Engineering 25 (4), 734-750, 2013 | 704 | 2013 |
| Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches A Fernández, V López, M Galar, MJ del Jesus, F Herrera Knowledge-Based Systems 42, 97-110, 2013 | 481 | 2013 |
| On the use of MapReduce for Imbalanced Big Data using Random Forest S Río, V López, JM Benítez, F Herrera Information Sciences 285, 112-137, 2014 | 437 | 2014 |
| Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics V López, A Fernández, JG Moreno-Torres, F Herrera Expert Systems with Applications 39 (7), 6585-6608, 2012 | 376 | 2012 |
| Big Data with Cloud Computing: An Insight on the Computing Environment, MapReduce and Programming Frameworks A Fernández, S del Río, V López, A Bawakid, MJ del Jesus, JM Benítez, ... WIREs Data Mining and Knowledge Discovery 4 (5), 380-409, 2014 | 354 | 2014 |
| Cost-Sensitive Linguistic Fuzzy Rule Based Classification Systems under the MapReduce Framework for Imbalanced Big Data V López, S del Río, JM Benítez, F Herrera Fuzzy Sets and Systems 258, 5-38, 2015 | 321 | 2015 |
| Impact of improved stoves, house construction and child location on levels of indoor air pollution exposure in young Guatemalan children N Bruce, J McCracken, R Albalak, M Scheid, KR Smith, V Lopez, C West Journal of Exposure Science & Environmental Epidemiology 14 (1), S26-S33, 2004 | 214 | 2004 |
| On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed V López, A Fernández, F Herrera Information Sciences 257, 1-13, 2014 | 202 | 2014 |
| Revisiting evolutionary fuzzy systems: Taxonomy, applications, new trends and challenges A Fernandez, V Lopez, MJ del Jesus, F Herrera Knowledge-Based Systems 80, 109-121, 2015 | 200 | 2015 |
| ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem I Triguero, S Del Río, V López, J Bacardit, JM Benítez, F Herrera Knowledge-Based Systems 87, 69-79, 2015 | 191 | 2015 |
| Childhood asthma and indoor woodsmoke from cooking in Guatemala MA Schei, JO Hessen, KR Smith, N Bruce, J McCracken, V Lopez Journal of Exposure Science & Environmental Epidemiology 14 (1), S110-S117, 2004 | 170 | 2004 |
| A mapreduce approach to address big data classification problems based on the fusion of linguistic fuzzy rules S del Rio, V López, J Manuel Benitez, F Herrera International Journal of Computational Intelligence Systems 8 (3), 422-437, 2015 | 134 | 2015 |
| A Hierarchical Genetic Fuzzy System Based On Genetic Programming for Addressing Classification with Highly Imbalanced and Borderline Data-sets V López, A Fernández, MJ del Jesus, F Herrera Knowledge-Based Systems 38, 85-104, 2013 | 111 | 2013 |
| Ako: Decentralised Deep Learning with Partial Gradient Exchange P Watcharapichat, V Lopez Morales, RC Fernandez, P Pietzuch Proceedings of the Seventh ACM Symposium on Cloud Computing, 84-97, 2016 | 104 | 2016 |
| Photocatalytic degradation of phenol and phenolic compounds: Part I. Adsorption and FTIR study J Arana, EP Melian, VMR López, AP Alonso, JMD Rodríguez, OG Díaz, ... Journal of hazardous materials 146 (3), 520-528, 2007 | 101 | 2007 |
| Cómo gestionar el binomio rentabilidad productividad D Nevado, V López, J Pérez, J Zaratiegui Madrid: Especial Directivos, 2006 | 71 | 2006 |
| Addressing imbalanced classification with instance generation techniques: IPADE-ID V López, I Triguero, CJ Carmona, S García, F Herrera Neurocomputing 126, 15-28, 2014 | 67 | 2014 |
| Cardiovascular risk factors in the urban Mexican population: the FRIMEX study E Meaney, A Lara-Esqueda, GM Ceballos-Reyes, J Asbun, A Vela, ... Public health 121 (5), 378-384, 2007 | 65 | 2007 |
| La prevención del tabaquismo como problema político JR Villalbí, V López Gaceta Sanitaria 15 (3), 265-272, 2001 | 64 | 2001 |
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
