Victoria López

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 6

Top Topics

Fuzzy Rule Based Classification

Sequence Alignment

Imbalanced Datasets

Top Venues

Knowl. Based Syst.

SOCO-CISIS-ICEUTE

WIREs Data Mining Knowl. Discov.

Publications

Yury Jiménez Agudelo, Victoria López, María Espinosa Ruiz, Pavel Llamocca Portella, Diego Urgelés Puértolas, César Guevara
Methodology for the Detection of Risk States in Emotional Disorders. ISKE (2023)
César Guevara, Matilde Santos, Victoria López
Data leakage detection algorithm based on task sequences and probabilities. Knowl. Based Syst. 120 (2017)
Ramon Soto, M. Elena Robles-Baldenegro, Victoria López, Juan Camalich
MQDM: An Iterative Fuzzy Method for Group Decision Making in Structured Social Networks. Int. J. Intell. Syst. 32 (1) (2017)
Victoria López, Diego Urgelés, Óscar Sánchez, Gabriel Valverde
Big Data in Healthcare and Social Sciences: Bip4Cast as a CAD system. Int. J. Inf. Syst. Soc. Chang. 8 (3) (2017)
César Guevara, Matilde Santos, Victoria López
Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree. SOCO-CISIS-ICEUTE (2016)
Óscar Sánchez, Victoria López, Beatriz Pérez-González
MASBioseq: a Multi-Agent System for Sequence Alignment with Dynamic Programming and R. BDAW (2016)
Sara del Río, Victoria López, José Manuel Benítez, Francisco Herrera
A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules. Int. J. Comput. Intell. Syst. 8 (3) (2015)
Victoria López, Sara del Río, José Manuel Benítez, Francisco Herrera
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data. Fuzzy Sets Syst. 258 (2015)
Alberto Fernández, Victoria López, María José del Jesus, Francisco Herrera
Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges. Knowl. Based Syst. 80 (2015)
Isaac Triguero, Sara del Río, Victoria López, Jaume Bacardit, José Manuel Benítez, Francisco Herrera
ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem. Knowl. Based Syst. 87 (2015)
Alberto Fernández, Sara del Río, Victoria López, Abdullah Bawakid, María José del Jesus, José Manuel Benítez, Francisco Herrera
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks. WIREs Data Mining Knowl. Discov. 4 (5) (2014)
Sara del Río, Victoria López, José Manuel Benítez, Francisco Herrera
On the use of MapReduce for imbalanced big data using Random Forest. Inf. Sci. 285 (2014)
Victoria López, Sara del Río, José Manuel Benítez, Francisco Herrera
On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data. FUZZ-IEEE (2014)
Victoria López, Alberto Fernández, Francisco Herrera
On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed. Inf. Sci. 257 (2014)
Victoria López, Isaac Triguero, Cristóbal J. Carmona, Salvador García, Francisco Herrera
Addressing imbalanced classification with instance generation techniques: IPADE-ID. Neurocomputing 126 (2014)
Victoria López, Alberto Fernández, Salvador García, Vasile Palade, Francisco Herrera
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics. Inf. Sci. 250 (2013)
Victoria López, Alberto Fernández, María José del Jesus, Francisco Herrera
A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets. Knowl. Based Syst. 38 (2013)
Victoria López, Matilde Santos Peñas, Guadalupe Miñana, Raquel Caro, Susanne Escobar-Torres Kraemmer, M. Sánchez Balmaseda, Guillermo Botella Juan
Memories in Complutense Campus. A Tribute to Prof. Dr. Da Ruan (2013)
Alberto Fernández, Victoria López, Mikel Galar, María José del Jesus, Francisco Herrera
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches. Knowl. Based Syst. 42 (2013)
Salvador García, Julián Luengo, José Antonio Sáez, Victoria López, Francisco Herrera
A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Victoria López, Alberto Fernández, Francisco Herrera
Addressing covariate shift for Genetic Fuzzy Systems classifiers: A case of study with FARC-HD for imbalanced datasets. FUZZ-IEEE (2013)
Victoria López, Alberto Fernández, María José del Jesus, Francisco Herrera
Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations. ICPRAM (2) (2012)
Victoria López, Alberto Fernández, Jose G. Moreno-Torres, Francisco Herrera
Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics. Expert Syst. Appl. 39 (7) (2012)
Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms. ICPRAM (1) (2012)
Matilde Santos, José Antonio Martín H., Victoria López, Guillermo Botella
Dyna-H: A heuristic planning reinforcement learning algorithm applied to role-playing game strategy decision systems. Knowl. Based Syst. 32 (2012)
Matilde Santos, José Antonio Martín H., Victoria López
Dyna-H: a heuristic planning reinforcement learning algorithm applied to role-playing-game strategy decision systems CoRR (2011)
Victoria López, Matilde Santos, Javier Montero
Fuzzy Specification in Real Estate Market Decision Making. Int. J. Comput. Intell. Syst. 3 (1) (2010)
Gonzalo Farias, Matilde Santos, Victoria López
Making decisions on brain tumor diagnosis by soft computing techniques. Soft Comput. 14 (12) (2010)
Victoria López, Alberto Fernández, Francisco Herrera
A first approach for cost-sensitive classification with linguistic Genetic Fuzzy Systems in imbalanced data-sets. ISDA (2010)
Victoria López, Matilde Santos, Pablo Esteve, David Roldán, Juan C. de Mendoza
Practical applications of Intelligent Systems: An E-learning platforms recommender. ISKE (2010)
Matilde Santos, Victoria López, Franciso Morata
Intelligent fuzzy controller of a quadrotor. ISKE (2010)
Juan Tinguaro Rodríguez, Victoria López, Daniel Gómez, Begoña Vitoriano, Javier Montero
A computational definition of aggregation rules. FUZZ-IEEE (2010)
Victoria López, Javier Montero
Formal Specification under Fuzziness. J. Multiple Valued Log. Soft Comput. 15 (2-3) (2009)
Juan Tinguaro Rodríguez, Javier Montero, Begoña Vitoriano, Victoria López
An Inductive Methodology for Data-Based Rules Building. ADT (2009)
Ramón González del Campo, Luis Garmendia, Victoria López
Transitive closure of interval-valued relations. ISKE (2008)
Victoria López, Javier Montero
REV: Valuation and price adjustment in a fuzzy logic framework. ISKE (2008)
Gonzalo Farias, Matilde Santos, Victoria López
Brain tumour diagnosis with Wavelets and Support Vector Machines. ISKE (2008)
Victoria López, Javier Montero, Luis Garmendia, Germano Resconi
Specification and Computing States in Fuzzy Algorithms. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (3) (2008)