Machine Learning, Optimization, and Big Data, Nicosia

Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman
Название: The Elements of Statistical Learning
ISBN: 0387848576 ISBN-13(EAN): 9780387848570
Издательство: Springer
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Цена: 76850.00 T
Наличие на складе: Заказано в издательстве.
Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.

Автор: Clarke
Название: Principles and Theory for Data Mining and Machine Learning
ISBN: 0387981349 ISBN-13(EAN): 9780387981345
Издательство: Springer
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Цена: 186330.00 T
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Описание: Extensive treatment of the most up-to-date topicsProvides the theory and concepts behind popular and emerging methodsRange of topics drawn from Statistics, Computer Science, and Electrical Engineering

Автор: Jos? F. Quesada; Mart?n Mateos Francisco-Jes?s; Te
Название: Future and Emerging Trends in Language Technology. Machine Learning and Big Data
ISBN: 3319693646 ISBN-13(EAN): 9783319693644
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes revised selected papers from the Second International Workshop on Future and Emerging Trends in Language Technology, FETLT 2016, which took place in Seville, Spain, in November 2016. The 10 full papers and 5 position papers presented in this volume were carefully reviewed and selected from 18 submissions.

Автор: Shan Suthaharan
Название: Machine Learning Models and Algorithms for Big Data Classification
ISBN: 1489978526 ISBN-13(EAN): 9781489978523
Издательство: Springer
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Цена: 121110.00 T
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Описание: This book presents machine learning models and algorithms to address big data classification problems. The first part mainly focuses on the topics that are needed to help analyze and understand data and big data. The third part presents the topics required to understand and select machine learning techniques to classify big data.

Автор: Festa
Название: Learning and Intelligent Optimization
ISBN: 3319503480 ISBN-13(EAN): 9783319503486
Издательство: Springer
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Цена: 54040.00 T
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016. The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions.

Автор: R. Venkata Rao
Название: Teaching Learning Based Optimization Algorithm
ISBN: 3319227319 ISBN-13(EAN): 9783319227313
Издательство: Springer
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Цена: 121890.00 T
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Описание: Teaching Learning Based Optimization Algorithm

Автор: Roberto Battiti; Dmitri E. Kvasov; Yaroslav D. Ser
Название: Learning and Intelligent Optimization
ISBN: 3319694030 ISBN-13(EAN): 9783319694030
Издательство: Springer
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Цена: 60550.00 T
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Описание:

This book constitutes the thoroughly refereed post-conference proceedings of the 11^th International Conference on Learning and Intelligent Optimization, LION 11, held in Nizhny, Novgorod, Russia, in June 2017.

The 20 full papers (among these one GENOPT paper) and 15 short papers presented have been carefully reviewed and selected from 73 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning.

Автор: Panos M. Pardalos; Mauricio G.C. Resende; Chrysafi
Название: Learning and Intelligent Optimization
ISBN: 3319095838 ISBN-13(EAN): 9783319095837
Издательство: Springer
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Цена: 59630.00 T
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Learning and Optimization, LION 8, which was held in Gainesville, FL, USA, in February 2014. The 33 contributions presented were carefully reviewed and selected for inclusion in this book. multiobjective optimization;

Автор: Clarisse Dhaenens; Laetitia Jourdan; Marie-El?onor
Название: Learning and Intelligent Optimization
ISBN: 3319190830 ISBN-13(EAN): 9783319190839
Издательство: Springer
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Цена: 52170.00 T
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book.

Автор: Xi-Ren Cao
Название: Stochastic Learning and Optimization
ISBN: 144194222X ISBN-13(EAN): 9781441942227
Издательство: Springer
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Цена: 172350.00 T
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Описание: Performance optimization is vital in the design and operation of modern engineering systems. This book provides a unified framework based on a sensitivity point of view. It introduces new approaches and proposes new research topics.

Автор: Giuseppe Nicosia; Panos Pardalos
Название: Learning and Intelligent Optimization
ISBN: 3642449727 ISBN-13(EAN): 9783642449727
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book constitutes the proceedings of the 7th International Conference on Learning and Optimization, LION 7, which was held in Catania, Italy, in January 2013. They explore the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems.

Автор: Kozak
Название: Decision Tree and Ensemble Learning Based on Ant Colony Optimization
ISBN: 3319937510 ISBN-13(EAN): 9783319937519
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one.