Dr. Verónica Bolón-Canedo received her Ph D in Computer Science from the University of A Coruña, where she is currently a postdoctoral researcher. Her research interests include data mining, feature selection and machine learning.
Dr. Noelia Sánchez-Maroño received her Ph D in 2005 from the University of A Coruña, where she is currently a lecturer. Her research interests include agent-based modeling, machine learning and feature selection.
Prof. Amparo Alonso-Betanzos received her Ph D in 1988 from the University of Santiago de Compostela, she is a Chair Professor in the Dept. of Computer Science at the University of A Coruña (Spain) and coordinator of the Laboratory for Research and Development in Artificial Intelligence. Her areas of expertise are machine learning, feature selection, knowledge-based systems, and their applications to fields such as predictive maintenance in engineering or predicting gene expression in bioinformatics.
4 Ebooks by Verónica Bolón-Canedo
Verónica Bolón-Canedo & Noelia Sánchez-Maroño: Feature Selection for High-Dimensional Data
This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of …
PDF
English
€53.49
Verónica Bolón-Canedo & Amparo Alonso-Betanzos: Recent Advances in Ensembles for Feature Selection
This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any sin …
PDF
English
€96.29
Amparo Alonso-Betanzos & Veronica Bolon-Canedo: Microarray Bioinformatics
This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition …
EPUB
English
DRM
€178.02
Amparo Alonso-Betanzos & Veronica Bolon-Canedo: Advances in Artificial Intelligence
This book constitutes the refereed proceedings of the 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, held in A Coruna, Spain, during June 19-21, 2024.The 27 full …
EPUB
English
DRM
€64.20