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Machine learning : theory and applications /

Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of Machine Learning provide a strong f...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Rao, C. Radhakrishna (Calyampudi Radhakrishna), 1920-2023 (Editor ), Govindaraju, Venugopal (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : North Holland, 2013.
Colección:Handbook of statistics (Amsterdam, Netherlands) ; 31.
Temas:
Acceso en línea:Texto completo
Texto completo

MARC

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245 0 0 |a Machine learning :  |b theory and applications /  |c volume editor, C. Radhakrishna Rao, Venu Govindaraju. 
246 3 |a Handbook of statistics 31 
246 3 |a Handbook of statistics vol 31 
246 3 |a Handbook of statistics volume 31 
264 1 |a Amsterdam :  |b North Holland,  |c 2013. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Handbook of statistics ;  |v 31 
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520 |a Statistical learning and analysis techniques have become extremely important today, given the tremendous growth in the size of heterogeneous data collections and the ability to process it even from physically distant locations. Recent advances made in the field of Machine Learning provide a strong framework for robust learning from the diverse corpora and continue to impact a variety of research problems across multiple scientific disciplines. The aim of this handbook is to familiarize beginners as well as experts with some of the recent techniques in this field. The proposed handbook is divided in two sections: Theory and Applications. very relevant to current research challenges faced in various fieldsself-contained reference to machine learning emphasis on applications-oriented techniques. 
505 0 |a pt. I. Theoretical aspects -- pt. II. Object recognition -- pt. III. Biometric systems -- pt. IV. Document analysis. 
504 |a Includes bibliographical references and index. 
650 0 |a Machine learning. 
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700 1 |a Rao, C. Radhakrishna  |q (Calyampudi Radhakrishna),  |d 1920-2023,  |e editor. 
700 1 |a Govindaraju, Venugopal,  |e editor. 
776 0 8 |i Print version:  |t Machine learning  |z 9780444538598  |w (OCoLC)828416106 
830 0 |a Handbook of statistics (Amsterdam, Netherlands) ;  |v 31. 
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