Victoria Lopez Morales
Victoria Lopez Morales
Research Associate, Imperial College London
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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
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
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
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
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
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
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
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
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
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
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
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
A mapreduce approach to address big data classification problems based on the fusion of linguistic fuzzy rules
S del Río, V López, JM Benítez, F Herrera
International Journal of Computational Intelligence Systems 8 (3), 422-437, 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
Photocatalytic degradation of phenol and phenolic compounds: Part I. Adsorption and FTIR study
J Araña, EP Melian, VMR López, AP Alonso, JMD Rodríguez, OG Díaz, ...
Journal of hazardous materials 146 (3), 520-528, 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
SEMICYUC 2012. Recommendations for intensive care management of acute pancreatitis
EM Poma, FZ Olascoaga, MS Petrov, SN Soto, CL Santos, FM Alava, ...
Medicina intensiva (English edition) 37 (3), 163-179, 2013
La prevención del tabaquismo como problema político
JR Villalbí, V López
Gaceta Sanitaria 15 (3), 265-272, 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
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
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