Statistical Analysis of Complex Data: Dimensionality reduction and classification methods - Softcover

Fordellone, Mario

 
9786200443724: Statistical Analysis of Complex Data: Dimensionality reduction and classification methods
Softcover
ISBN 10: 6200443726 ISBN 13: 9786200443724
Verlag: LAP LAMBERT Academic Publishing, 2019

Inhaltsangabe

Statistical learning (SL) is the study of the generalizable extraction of knowledge from data (Friedman et al. 2001). The concept of learning is used when human expertise does not exist, humans are unable to explain their expertise, solution changes in time, solution needs to be adapted to particular cases. The principal algorithms used in SL are classified in: supervised learning (e.g. regression and classification), unsupervised learning (e.g. association and clustering), semi-supervised, it combines both labeled and unlabeled examples to generate an appropriate function or classifier. Following this research idea, in this book we propose a good review on the more recent statistical models used to solve the dimensionality problem recently discussed.

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Über die Autorin bzw. den Autor

Dr. Mario Fordellone is a teaching assistant at LUISS University of Rome and research fellow at La Sapienza. He has demonstrated skills in Statistics, Research, Mathematical Modeling, and Programming.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
6200443726
ISBN 13 
9786200443724
Einband
Taschenbuch
Anzahl der Seiten
84
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Vie
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland