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Victoria Lopez Morales
Victoria Lopez Morales
Research Associate, Imperial College London
Verified email at imperial.ac.uk
Title
Cited by
Cited by
Year
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
15162013
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
5752013
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
3992013
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
3862014
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
3272012
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
3062014
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
2882015
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
1972004
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
1712014
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
1702015
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
1652015
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
1592004
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
1212015
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
1022013
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
882007
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
862016
La prevención del tabaquismo como problema político
JR Villalbí, V López
Gaceta Sanitaria 15 (3), 265-272, 2001
622001
Addressing imbalanced classification with instance generation techniques: IPADE-ID
V López, I Triguero, CJ Carmona, S García, F Herrera
Neurocomputing 126, 15-28, 2014
572014
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
552007
La atención a la diversidad en educación física
D Pérez, VM López, P Iglesias
Sevilla: Wanceulen, Ed. Deportiva, sl, 2004
522004
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