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Author: Amparo Alonso-Betanzos

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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.




6 Ebooks by Amparo Alonso-Betanzos

Javier Bajo & Josefa Z. Hernández: Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability
This volume presents the papers that have been accepted for the 2015 special sessions of the 13th International Conference on Practical Applications of Agents and Multi-Agent Systems, held at Univers …
PDF
English
€96.29
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 & Javier Bajo: Agent-Based Modeling of Sustainable Behaviors
Using the O.D.D. (Overview, Design concepts, Detail) protocol, this title explores the role of agent-based modeling in predicting the feasibility of various approaches to sustainability. The chapters …
EPUB
English
DRM
€88.00
Amparo Alonso-Betanzos & Concha Bielza: Advances in Artificial Intelligence
This book constitutes the refereed proceedings of the 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 20013, held in Madrid, Spain, in September 2013. The 27 revised …
PDF
English
DRM
€56.14
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
€174.01