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Transfer learning, Yang, Qiang (hong Kong University Of Science And Technology) Zhang, Yu (hong Kong University Of Science And Technology) Dai, Wenyuan Pan, Sinno Jialin


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Автор: Yang, Qiang (hong Kong University Of Science And Technology) Zhang, Yu (hong Kong University Of Science And Technology) Dai, Wenyuan Pan, Sinno Jialin
Название:  Transfer learning
ISBN: 9781107016903
Издательство: Cambridge Academ
Классификация:




ISBN-10: 1107016908
Обложка/Формат: Hardcover
Страницы: 390
Вес: 0.73 кг.
Дата издания: 13.02.2020
Серия: Mathematics
Язык: English
Иллюстрации: Worked examples or exercises; 33 halftones, black and white; 110 line drawings, black and white
Размер: 159 x 234 x 23
Читательская аудитория: Professional and scholarly
Ключевые слова: Probability & statistics,Mathematical theory of computation,Natural language & machine translation,Machine learning,Computer vision, COMPUTERS / Computer Vision & Pattern Recognition
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Англии
Описание: Transfer learning deals with how machine learning and artificial intelligence systems can quickly adapt to new tasks and environments. This in-depth tutorial for students, researchers, and developers covers foundations, plus applications such as text mining, inference on social networks, recommendation, multimedia, and cyber-physical systems.


Hands-On Transfer Learning with Python

Автор: Sarkar Dipanjan, Bali Raghav, Ghosh Tamoghna
Название: Hands-On Transfer Learning with Python
ISBN: 1788831306 ISBN-13(EAN): 9781788831307
Издательство: Неизвестно
Цена: 9010.00 р.
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Описание: The purpose of this book is two-fold, we focus on detailed coverage of deep learning and transfer learning, comparing and contrasting the two with easy-to-follow concepts and examples. The second area of focus is on real-world examples and research problems using TensorFlow, Keras and Python ecosystem with hands-on examples.

Transfer Operators, Endomorphisms, and Measurable Partitions

Автор: Bezuglyi
Название: Transfer Operators, Endomorphisms, and Measurable Partitions
ISBN: 3319924168 ISBN-13(EAN): 9783319924168
Издательство: Springer
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Цена: 5589.00 р.
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Описание: The subject of this book stands at the crossroads of ergodic theory and measurable dynamics. With an emphasis on irreversible systems, the text presents a framework of multi-resolutions tailored for the study of endomorphisms, beginning with a systematic look at the latter. This entails a whole new set of tools, often quite different from those used for the “easier” and well-documented case of automorphisms. Among them is the construction of a family of positive operators (transfer operators), arising naturally as a dual picture to that of endomorphisms. The setting (close to one initiated by S. Karlin in the context of stochastic processes) is motivated by a number of recent applications, including wavelets, multi-resolution analyses, dissipative dynamical systems, and quantum theory. The automorphism-endomorphism relationship has parallels in operator theory, where the distinction is between unitary operators in Hilbert space and more general classes of operators such as contractions. There is also a non-commutative version: While the study of automorphisms of von Neumann algebras dates back to von Neumann, the systematic study of their endomorphisms is more recent; together with the results in the main text, the book includes a review of recent related research papers, some by the co-authors and their collaborators.

Benefit Transfer of Environmental and Resource Values

Автор: Robert J. Johnston; John Rolfe; Randall S. Rosenbe
Название: Benefit Transfer of Environmental and Resource Values
ISBN: 9401799296 ISBN-13(EAN): 9789401799294
Издательство: Springer
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Цена: 13974.00 р.
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Описание: Benefit Transfer of Environmental and Resource Values

Quantum State Transfer and Network Engineering

Автор: Georgios M. Nikolopoulos; Igor Jex
Название: Quantum State Transfer and Network Engineering
ISBN: 3662511029 ISBN-13(EAN): 9783662511022
Издательство: Springer
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Цена: 14365.00 р.
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Описание: Reflecting the cross-disciplinary nature of the field, this volume covers most aspects of the challenging technique of quantum state transfer and network engineering, offering readers a dynamic introduction to the fundamentals of this hot research topic.

Knowledge Transfer between Computer Vision and Text Mining

Автор: Radu Tudor Ionescu; Marius Popescu
Название: Knowledge Transfer between Computer Vision and Text Mining
ISBN: 3319303651 ISBN-13(EAN): 9783319303659
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This ground-breaking text/reference divergesfrom the traditional view that computer vision (for image analysis) and stringprocessing (for text mining) are separate and unrelated fields of study,propounding that images and text can be treated in a similar manner for thepurposes of information retrieval, extraction and classification.

Quantum State Transfer and Network Engineering

Автор: Georgios M. Nikolopoulos; Igor Jex
Название: Quantum State Transfer and Network Engineering
ISBN: 3642399363 ISBN-13(EAN): 9783642399367
Издательство: Springer
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Цена: 16979.00 р.
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Описание: Reflecting the cross-disciplinary nature of the field, this volume covers most aspects of the challenging technique of quantum state transfer and network engineering, offering readers a dynamic introduction to the fundamentals of this hot research topic.

Finite Element Analysis for Heat Transfer

Автор: Hou-Cheng Huang; Asif S. Usmani
Название: Finite Element Analysis for Heat Transfer
ISBN: 1447120930 ISBN-13(EAN): 9781447120933
Издательство: Springer
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Цена: 11753.00 р.
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Описание: This text presents an introduction to the application of the finite ele- ment method to the analysis of heat transfer problems. Secondly, for people who are interested in using FEM for heat transfer, we have attempted to cover a wide range of topics, presenting the essential the- ory and full implementational details including two FORTRAN programs.


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