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
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
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
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
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
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
Class imbalance learning methods for support vector machines
R Batuwita, V Palade
Infectiousness of Mycobacterium tuberculosis in HIV-1-infected patients with tuberculosis: a prospective study
MA Espinal, EN Peréz, J Baéz, L Hénriquez, K Fernández, M Lopez, ...
The Lancet 355 (9200), 275-280, 2000
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
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
The genome of Bacillus coahuilensis reveals adaptations essential for survival in the relic of an ancient marine environment
LD Alcaraz, G Olmedo, G Bonilla, R Cerritos, G Hernández, A Cruz, ...
Proceedings of the National Academy of Sciences 105 (15), 5803-5808, 2008
A mapreduce approach to address big data classification problems based on the fusion of linguistic fuzzy rules
S del Rio, V Lopez, JM Benítez, F Herrera
International Journal of Computational Intelligence Systems 8 (3), 422-437, 2015
Effects of mining wastes on a seagrass ecosystem: metal accumulation and bioavailability, seagrass dynamics and associated community structure
L Marín-Guirao, AM Atucha, JL Barba, EM López, AJG Fernández
Marine Environmental Research 60 (3), 317-337, 2005
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 Arana, EP Melian, VMR López, AP Alonso, JMD Rodríguez, OG Díaz, ...
Journal of hazardous materials 146 (3), 520-528, 2007
Effects of awareness interventions on children's attitudes toward peers with a visual impairment
R Reina, V López, M Jiménez, T García-Calvo, Y Hutzler
International Journal of Rehabilitation Research 34 (3), 243-248, 2011
The λ→-mean squared dispersion associated with a fuzzy random variable
MA Lubiano, MA Gil, M López-Dı́az, MT López
Fuzzy sets and systems 111 (3), 307-317, 2000
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
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