Victoria Lopez Morales

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Francisco HerreraProfessor Computer Science and AI, Granada University, SpainDirección de correo verificada de decsai.ugr.es
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Jose M. BenitezFull Professor, Universidad de GranadaDirección de correo verificada de decsai.ugr.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Dirección de correo verificada de decsai.ugr.es
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénDirección de correo verificada de ujaen.es
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyDirección de correo verificada de sciops.esa.int
Julián Luengo MartínAssociate Professor at University of GranadaDirección de correo verificada de decsai.ugr.es
Vasile PaladeProfessor of Artificial Intelligence and Data Science, Coventry UniversityDirección de correo verificada de coventry.ac.uk
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceDirección de correo verificada de nottingham.ac.uk
José A. SáezDept. of Statistics and Operations Research, University of GranadaDirección de correo verificada de ugr.es
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraDirección de correo verificada de unavarra.es
Peter PietzuchProfessor of Distributed Systems, Imperial College LondonDirección de correo verificada de imperial.ac.uk
Jose G. Moreno-TorresDepartment of Computer Science and Artificial Intelligence, Universidad de GranadaDirección de correo verificada de decsai.ugr.es
Cristóbal J CarmonaAssociate Professor at University of JaenDirección de correo verificada de ujaen.es

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Victoria Lopez Morales

Research Associate, Imperial College London

Dirección de correo verificada de imperial.ac.uk

Distributed Computing Scalable Systems Big Data Data Mining Machine Learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1549	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	582	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	403	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	394	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	332	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	312	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	291	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	197	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	173	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	171	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	168	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	161	2004
A mapreduce approach to address big data classification problems based on the fusion of linguistic fuzzy rules S del Rio, V López, JM Benítez, F Herrera International Journal of Computational Intelligence Systems 8 (3), 422-437, 2015	122	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	103	2013
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	88	2007
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	87	2016
La prevención del tabaquismo como problema político JR Villalbí, V López Gaceta Sanitaria 15 (3), 265-272, 2001	63	2001
Addressing imbalanced classification with instance generation techniques: IPADE-ID V López, I Triguero, CJ Carmona, S García, F Herrera Neurocomputing 126, 15-28, 2014	58	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	56	2007
First invasion of the apple snail Pomacea insularum in Europe MA López, CR Altaba, KB Andree, V López Tentacle 18, 26-28, 2010	54	2010

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