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Dictionary Learning Algorithms and Applications, Bogdan Dumitrescu; Paul Irofti


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Цена: 15372.00р.
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Автор: Bogdan Dumitrescu; Paul Irofti
Название:  Dictionary Learning Algorithms and Applications
ISBN: 9783319786735
Издательство: Springer
Классификация:






ISBN-10: 3319786733
Обложка/Формат: Hardcover
Страницы: 284
Вес: 0.62 кг.
Дата издания: 2018
Язык: English
Издание: 1st ed. 2018
Иллюстрации: 47 tables, color; 47 illustrations, color; 1 illustrations, black and white; xiv, 284 p. 48 illus., 47 illus. in color.
Размер: 234 x 156 x 18
Читательская аудитория: Professional & vocational
Ключевые слова: Signal, Image and Speech Processing
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementation tricks that are often ignored but that are crucial for a successful program. Besides MOD, K-SVD, and other standard algorithms, it provides the significant dictionary learning problem variations, such as regularization, incoherence enforcing, finding an economical size, or learning adapted to specific problems like classification. Several types of dictionary structures are treated, including shift invariant; orthogonal blocks or factored dictionaries; and separable dictionaries for multidimensional signals. Nonlinear extensions such as kernel dictionary learning can also be found in the book. The discussion of all these dictionary types and algorithms is enriched with a thorough numerical comparison on several classic problems, thus showing the strengths and weaknesses of each algorithm. A few selected applications, related to classification, denoising and compression, complete the view on the capabilities of the presented dictionary learning algorithms. The book is accompanied by code for all algorithms and for reproducing most tables and figures.Presents all relevant dictionary learning algorithms - for the standard problem and its main variations - in detail and ready for implementation;Covers all dictionary structures that are meaningful in applications;Examines the numerical properties of the algorithms and shows how to choose the appropriate dictionary learning algorithm.
Дополнительное описание: Chapter1: Sparse representations.- Chapter2: Dictionary learning problem.- Chapter3: Standard algorithms.- Chapter4: Regularization and incoherence.- Chapter5: Other views on the DL problem.- Chapter6: Optimizing dictionary size.- Chapter7: Structured dic



Wireless Algorithms, Systems, and Applications

Автор: Yingshu Li; Dung T. Huynh; Sajal K. Das; Ding-Zhu
Название: Wireless Algorithms, Systems, and Applications
ISBN: 3540885811 ISBN-13(EAN): 9783540885818
Издательство: Springer
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Цена: 13974.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Constitutes the refereed proceedings of the Third Annual International Conference on Wireless Algorithms, Systems, and Applications, WASA 2008, held in Dallas, TX, USA, in October 2008. This book addresses research and development efforts of various issues in the area of algorithms, and infrastructure less wireless networks.

Fiber-optic Sensors for Biomedical Applications

Автор: Daniele Tosi
Название: Fiber-optic Sensors for Biomedical Applications
ISBN: 1630811521 ISBN-13(EAN): 9781630811525
Издательство: Artech House
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Цена: 21067.00 р.
Наличие на складе: Нет в наличии.

Описание: This book is written from the point of view of prospective users, with a practical approach, and discusses how optical fiber sensors can be applied to the detection of biophysical and biological quantities inside the body. The aim is to close the gap between the technologies and their application in the biomedical and clinical world.

Sensors: Theory, Algorithms, and Applications

Автор: Vladimir L. Boginski; Clayton W. Commander; Panos
Название: Sensors: Theory, Algorithms, and Applications
ISBN: 1489989609 ISBN-13(EAN): 9781489989604
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book covers the recent development of the interdisciplinary use of sensors for data collection, systems analysis and monitoring. It presents the latest in theory and practice across a variety of fields such as engineering, biomedicine, and the military.

Wireless Algorithms, Systems, and Applications

Автор: Gopal Pandurangan; V. S. Anil Kumar; Gu Ming; Yunh
Название: Wireless Algorithms, Systems, and Applications
ISBN: 3642146538 ISBN-13(EAN): 9783642146534
Издательство: Springer
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Цена: 9781.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Constitutes the refereed proceedings of the 5th Annual International Conference on Wireless Algorithms, Systems, and Applications, WASA 2010, held in Beijing, China, in August 2010.

Dictionary Learning Algorithms and Applications

Автор: Bogdan Dumitrescu; Paul Irofti
Название: Dictionary Learning Algorithms and Applications
ISBN: 3030087611 ISBN-13(EAN): 9783030087616
Издательство: Springer
Рейтинг:
Цена: 15372.00 р.
Наличие на складе: Поставка под заказ.

Описание: This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementation tricks that are often ignored but that are crucial for a successful program. Besides MOD, K-SVD, and other standard algorithms, it provides the significant dictionary learning problem variations, such as regularization, incoherence enforcing, finding an economical size, or learning adapted to specific problems like classification. Several types of dictionary structures are treated, including shift invariant; orthogonal blocks or factored dictionaries; and separable dictionaries for multidimensional signals. Nonlinear extensions such as kernel dictionary learning can also be found in the book. The discussion of all these dictionary types and algorithms is enriched with a thorough numerical comparison on several classic problems, thus showing the strengths and weaknesses of each algorithm. A few selected applications, related to classification, denoising and compression, complete the view on the capabilities of the presented dictionary learning algorithms. The book is accompanied by code for all algorithms and for reproducing most tables and figures.Presents all relevant dictionary learning algorithms - for the standard problem and its main variations - in detail and ready for implementation;Covers all dictionary structures that are meaningful in applications;Examines the numerical properties of the algorithms and shows how to choose the appropriate dictionary learning algorithm.

Wireless Algorithms, Systems, and Applications

Автор: Benyuan Liu; Azer Bestavros; Ding-Zhu Du; Jie Wang
Название: Wireless Algorithms, Systems, and Applications
ISBN: 3642034160 ISBN-13(EAN): 9783642034169
Издательство: Springer
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Цена: 14673.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book constitutes the refereed proceedings of the 4th Annual International Conference on Wireless Algorithms, Systems, and Applications, WASA 2009, held in Boston, MA, USA, in August 2009.

Industrial Applications of Evolutionary Algorithms

Автор: Ernesto Sanchez; Giovanni Squillero; Alberto Tonda
Название: Industrial Applications of Evolutionary Algorithms
ISBN: 364244346X ISBN-13(EAN): 9783642443466
Издательство: Springer
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Цена: 15672.00 р.
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Описание: Ideal as a reference both for experienced users and novices, this publication combines a thorough introduction to evolutionary computation with details of its application to real-world problems and advice on tackling a wealth of issues in its implementation.

Applications of Metaheuristic Optimization Algorithms in Civil Engineering

Автор: A. Kaveh
Название: Applications of Metaheuristic Optimization Algorithms in Civil Engineering
ISBN: 3319480111 ISBN-13(EAN): 9783319480114
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book presents recently developed efficient metaheuristic optimization algorithms and their applications for solving various optimization problems in civil engineering. The concepts can also be used for optimizing problems in mechanical and electrical engineering.

Channel Coding: Theory, Algorithms, and Applications

Автор: Declercq, David
Название: Channel Coding: Theory, Algorithms, and Applications
ISBN: 0081013302 ISBN-13(EAN): 9780081013304
Издательство: Elsevier Science
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Цена: 20380.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Channel Coding, including theory, algorithms, and applications. . Edited by leadingpeoplein the field who, through their reputation, have been able to commission experts to write on a particular topic. With this reference source you will:. . Quickly grasp a new area of research . Understand the underlying principles of a topic and its applications. Ascertain how a topic relates to other areas and learn of the research issues yet to be resolved


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