Advances in Soft Computing and Machine Learning in Image Processing, Aboul Ella Hassanien; Diego Alberto Oliva

Автор: Leszek Rutkowski
Название: New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing
ISBN: 3642058205 ISBN-13(EAN): 9783642058202
Издательство: Springer
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Цена: 181670.00 T
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Описание: The present vol- ume, based mostly on his own work, is a milestone in the devel- opment of soft computing, integrating various disciplines from the fields of information science and engineering.

Автор: Michael M. Richter; Sheuli Paul
Название: Signal Processing and Machine Learning with Applications
ISBN: 3319453718 ISBN-13(EAN): 9783319453712
Издательство: Springer
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Цена: 46570.00 T
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Описание: Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal processing languages we use to interpret real-world phenomena, model them, and extract useful information. This book presents different kinds of signals humans use and applies them for human machine interaction to communicate. Signal Processing and Machine Learning with Applications presents methods that are used to perform various Machine Learning and Artificial Intelligence tasks in conjunction with their applications. It is organized in three parts: Realms of Signal Processing; Machine Learning and Recognition; and Advanced Applications and Artificial Intelligence. The comprehensive coverage is accompanied by numerous examples, questions with solutions, with historical notes. The book is intended for advanced undergraduate and postgraduate students, researchers and practitioners who are engaged with signal processing, machine learning and the applications.

Автор: Soh
Название: Advances in Machine Learning and Signal Processing
ISBN: 3319322125 ISBN-13(EAN): 9783319322124
Издательство: Springer
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Цена: 191560.00 T
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Описание: Thisbook presents important research findings and recent innovations in the fieldof machine learning and signal processing. A wide range of topics relating to machinelearning and signal processing techniques and their applications are addressed inorder to provide both researchers and practitioners with a valuable resourcedocumenting the latest advances and trends. The book comprises a carefulselection of the papers submitted to the 2015 International Conference on MachineLearning and Signal Processing (MALSIP 2015), which was held on 15–17 December2015 in Ho Chi Minh City, Vietnam with the aim of offering researchers,academicians, and practitioners an ideal opportunity to disseminate theirfindings and achievements. All of the included contributions were chosen byexpert peer reviewers from across the world on the basis of their interest tothe community. In addition to presenting the latest in design, development, andresearch, the book provides access to numerous new algorithms for machinelearning and signal processing for engineering problems.

Автор: Bhattacharyya, Siddhartha Maulik, Ujjwal
Название: Soft computing for image and multimedia data processing
ISBN: 3642402542 ISBN-13(EAN): 9783642402548
Издательство: Springer
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Цена: 69870.00 T
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Описание: Soft Computing for Image and Multimedia Data Processing

Автор: Sang-Yong Rhee; Jooyoung Park; Atsushi Inoue
Название: Soft Computing in Machine Learning
ISBN: 3319055321 ISBN-13(EAN): 9783319055329
Издательство: Springer
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Цена: 156720.00 T
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Описание: As users or consumers are now demanding smarter devices, intelligent systems are revolutionizing by utilizing machine learning.

Автор: Siddhartha Bhattacharyya; Ujjwal Maulik
Название: Soft Computing for Image and Multimedia Data Processing
ISBN: 3662513595 ISBN-13(EAN): 9783662513590
Издательство: Springer
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Цена: 46570.00 T
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Описание: This full-spectrum graduate textbook starts with a tutorial on brain learning and the key soft computing techniques. It focuses on object extraction, image segmentation and edge detection, with extensive real-life applications in multimedia data processing.

Автор: Sankar K. Pal; Ashish Ghosh; Malay K. Kundu
Название: Soft Computing for Image Processing
ISBN: 3790824682 ISBN-13(EAN): 9783790824681
Издательство: Springer
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Цена: 181670.00 T
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Описание: It was pointed out nearly 30 years ago by Prewitt (1] that the decisions involved in image segmentation could be postponed by regarding the image parts as fuzzy, rather than crisp, subsets of the image.

Название: High Performance Programming for Soft Computing
ISBN: 146658601X ISBN-13(EAN): 9781466586017
Издательство: Taylor&Francis
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Цена: 153120.00 T
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Описание: This book examines the present and future of soft computer techniques. It explains how to use the latest technological tools, such as multicore processors and graphics processing units, to implement highly efficient intelligent system methods using a general purpose computer.

Автор: Jude Hemanth; Valentina Emilia Balas
Название: Biologically Rationalized Computing Techniques For Image Processing Applications
ISBN: 3319613154 ISBN-13(EAN): 9783319613154
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book introduces readers to innovative bio-inspired computing techniques for image processing applications. It demonstrates how a significant drawback of image processing - not providing the simultaneous benefits of high accuracy and less complexity - can be overcome, proposing bio-inspired methodologies to help do so.

Автор: Han Liu; Mihaela Cocea
Название: Granular Computing Based Machine Learning
ISBN: 331970057X ISBN-13(EAN): 9783319700571
Издательство: Springer
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Цена: 111790.00 T
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Описание: Introduction, - Traditional Machine Learning, - Semi-supervised Learning through Machine Based Labelling, - Nature Inspired Semi-heuristic Learning, - Fuzzy Classification through Generative Multi-task Learning, - Multi-granularity Semi-random Data Partitioning, - Multi-granularity Rule Learning, - Case Studies, - Con

Автор: Boris Kryzhanovsky; Witali Dunin-Barkowski; Vladim
Название: Advances in Neural Computation, Machine Learning, and Cognitive Research
ISBN: 3319666037 ISBN-13(EAN): 9783319666037
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning.

Автор: Manas A. Pathak
Название: Privacy-Preserving Machine Learning for Speech Processing
ISBN: 1489991204 ISBN-13(EAN): 9781489991201
Издательство: Springer
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Цена: 104480.00 T
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Описание: This thesis discusses the privacy issues in speech-based applications such as biometric authentication, surveillance, and external speech processing services. Pathak presents solutions for privacy-preserving speech processing applications such as speaker verification, speaker identification and speech recognition.