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| Pablo Bermejo López |
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| University of Castilla-La Mancha, Albacete |
| Regular Member |
| Personal Web Site: |
| Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=636 |
| Short Biography |
I am Pablo Bermejo, Assistant Professor in University of Castilla-La Mancha.
I received my M.S. and Ph.D. degrees in Computer Science from the University of Castilla-La Mancha (UCLM), Spain, in 2004 and 2010, respectively.
My thesis is entitled: Pre-processing Algorithms of High-Dimensional Databases: applications to text and video supervised classification,and it was cum laude qualified.
I joined the Intelligent Systems and Data Mining research group (UCLM) in 2005, where I am currently working as Research Assistant, my research being mainly focused on pre-processing of high-dimensional databases for supervised classification, including feature selection, feature construction, instances balancing and context influence. |
| List of top 5 publications in the last 5 years |
Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking. Pablo Bermejo, Luis de la Ossa, Jose A. Gamez, Jose M. Puerta. Knowledge-Based Systems(KBS) (doi:10.1016/j.knosys.2011.01.015) . Improving the performance of Naive Bayes multinomial in e-mail foldering by introducing distribution-based balance of datasets.. Pablo Bermejo ,Jose A. Gamez, Jose M. Puerta. Expert Systems With Applications (ESWA) (doi:10.1016/j.eswa.2010.07.146). A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high dimensional datasets.. Pablo Bermejo ,Jose A. Gamez, Jose M. Puerta. Pattern Recognition Letters (PRL) (doi:10.1016/j.patrec.2010.12.016). Improving Incremental wrapper-based subset selection via replacement and early stopping.. Pablo Bermejo ,Jose A. Gamez, Jose M. Puerta. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI). Study of context influence on classifiers trained under different video-document representations. Pablo Bermejo, Hideo Joho, Joemon M. Jose, Robert Villa Information Processing & Management. Volume 47, Issue 2, pages 215--226. |
| List of top 5 academic activities during the last 5 years |