Pablo Bermejo

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 10

Top Topics

Naive Bayes Classifier

Feature Subset Selection

Top Venues

Expert Syst. J. Knowl. Eng.

Eng. Appl. Artif. Intell.

Publications

Borja Aizpurua, Pablo Bermejo, Josu Etxezarreta Martinez, Roman Orus
Hacking Cryptographic Protocols with Advanced Variational Quantum Attacks. CoRR (2023)
Víctor Pérez-Piqueras, Pablo Bermejo, José A. Gámez
Hybrid Multi-Objective Relinked GRASP for the constrained Next Release Problem. TrustCom (2023)
Víctor Pérez-Piqueras, Pablo Bermejo, José A. Gámez
FEDA-NRP: A fixed-structure multivariate estimation of distribution algorithm to solve the multi-objective Next Release Problem with requirements interactions. Eng. Appl. Artif. Intell. 124 (2023)
Miguel Ángel Sánchez-Cifo, Pablo Bermejo, Elena Navarro
DevOps: Is there a gap between education and industry? J. Softw. Evol. Process. 35 (12) (2023)
Marco Cerezo, Martin Larocca, Diego García-Martín, Nelson L. Diaz, Paolo Braccia, Enrico Fontana, Manuel S. Rudolph, Pablo Bermejo, Aroosa Ijaz, Supanut Thanasilp, Eric R. Anschuetz, Zoë Holmes
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing. CoRR (2023)
Pablo Bermejo, Borja Aizpurua, Roman Orus
Improving Gradient Methods via Coordinate Transformations: Applications to Quantum Machine Learning. CoRR (2023)
Pablo Bermejo, Roman Orus
Variational Quantum and Quantum-Inspired Clustering. CoRR (2022)
Luis de la Ossa, Pablo Bermejo, Juan A. Aledo, José A. Gámez, José Miguel Puerta, Cristina Romero-González, Jacinto Arias, Javier Cózar, Enrique González Rodrigo, Juan Ignacio Alonso-Barba, Jesus Martínez-Gómez
CiDAEN: An Online Data Science Course. HELMeTO (2019)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Adapting the CMIM algorithm for multilabel feature selection. A comparison with existing methods. Expert Syst. J. Knowl. Eng. 35 (1) (2018)
Pablo Bermejo, José A. Gámez, José Miguel Puerta, Marco A. Esquivias, Pedro J. Tárraga
Construction of a Semi-Naive Model to Predict Early Readmission of COPD Patients by Using Quality Care Information. ICDM Workshops (2016)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Speeding up incremental wrapper feature subset selection with Naive Bayes classifier. Knowl. Based Syst. 55 (2014)
Pablo Bermejo, Marta Lucas, José A. Rodríguez-Montes, Pedro J. Tárraga, Javier Lucas, José A. Gámez, José Miguel Puerta
Single- and Multi-label Prediction of Burden on Families of Schizophrenia Patients. AIME (2013)
Pablo Bermejo, Luis de la Ossa, José A. Gámez, José Miguel Puerta
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking. Knowl. Based Syst. 25 (1) (2012)
Pablo Bermejo, Luis Redondo, Luis delaOssa, Daniel Rodríguez, M. Julia Flores, Carmen Urea, José A. Gámez, Jesus Martínez-Gómez, José Miguel Puerta
Evaluation of a Thermal-Comfort Control System Using Real Data. KES (2012)
Pablo Bermejo, Luis de la Ossa, José A. Gámez, José Miguel Puerta
A study on different backward feature selection criteria over high-dimensional databases. ISDA (2011)
Pablo Bermejo, Luis de la Ossa, José Miguel Puerta
Global Feature Subset Selection on High-Dimensional Datasets Using Re-ranking-based EDAs. CAEPIA (2011)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets. Pattern Recognit. Lett. 32 (5) (2011)
Pablo Bermejo, Hideo Joho, Joemon M. Jose, Robert Villa
Study of context influence on classifiers trained under different video-document representations. Inf. Process. Manag. 47 (2) (2011)
Pablo Bermejo, Luis de la Ossa, José A. Gámez, José Miguel Puerta
Enhancing Incremental Feature Subset Selection in High-Dimensional Databases by Adding a Backward Step. ISCIS (2011)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Improving Incremental Wrapper-Based Subset Selection via Replacement and Early Stopping. Int. J. Pattern Recognit. Artif. Intell. 25 (5) (2011)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets. Expert Syst. Appl. 38 (3) (2011)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Improving Incremental Wrapper-Based Feature Subset Selection by Using Re-ranking. IEA/AIE (1) (2010)
Pablo Bermejo, Hideo Joho, Joemon M. Jose, Robert Villa
Comparison of Feature Construction Methods for Video Relevance Prediction. MMM (2009)
Pablo Bermejo, Frank Hopfgartner, José A. Gámez, José Miguel Puerta, Joemon M. Jose
Comparison of balancing techniques for multimedia IR over imbalanced datasets. ISCIS (2009)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection. CIDM (2009)
Pablo Bermejo, José A. Gámez, José Miguel Puerta
Attribute Construction for E-Mail Foldering by Using Wrappered Forward Greedy Search. ICEIS (2) (2007)