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Pattern Recognition and Computational Intelligence Techniques Using Matlab, E. S. Gopi


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Цена: 16070.00р.
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Автор: E. S. Gopi
Название:  Pattern Recognition and Computational Intelligence Techniques Using Matlab
ISBN: 9783030222727
Издательство: Springer
Классификация:







ISBN-10: 3030222721
Обложка/Формат: Hardcover
Страницы: 256
Вес: 0.56 кг.
Дата издания: 2020
Серия: Transactions on Computational Science and Computational Intelligence
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 100 tables, color; 127 illustrations, color; 10 illustrations, black and white; viii, 254 p. 137 illus., 127 illus. in color.
Размер: 162 x 240 x 22
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques.Presents pattern recognition and the computational intelligence using Matlab;Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly;Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.
Дополнительное описание: Chapter1: Dimensionality Reduction Techniques.- Chapter2: Linear classifier techniques.- Chapter3: Regression techniques. Chapter4: Probabilistic supervised classifier and unsupervised clustering.- Chapter5: Computational intelligence.- Chapter6: Statisti



Computational Intelligence in Multi-Feature Visual Pattern Recognition

Автор: Pramod Kumar Pisharady; Prahlad Vadakkepat; Loh Ai
Название: Computational Intelligence in Multi-Feature Visual Pattern Recognition
ISBN: 9812870555 ISBN-13(EAN): 9789812870551
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book presents a collection of computational intelligence algorithms that addresses issues in visual pattern recognition such as high computational complexity, abundance of pattern features, sensitivity to size and shape variations and poor performance against complex backgrounds.

Computational Intelligence in Multi-Feature Visual Pattern Recognition

Автор: Pramod Kumar Pisharady; Prahlad Vadakkepat; Loh Ai
Название: Computational Intelligence in Multi-Feature Visual Pattern Recognition
ISBN: 9811011710 ISBN-13(EAN): 9789811011719
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This book presents a collection of computational intelligence algorithms that addresses issues in visual pattern recognition such as high computational complexity, abundance of pattern features, sensitivity to size and shape variations and poor performance against complex backgrounds.

Computational Intelligence for Pattern Recognition

Автор: Pedrycz
Название: Computational Intelligence for Pattern Recognition
ISBN: 3319896288 ISBN-13(EAN): 9783319896281
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The book presents a comprehensive and up-to-date review of fuzzy pattern recognition. Since the inception of fuzzy sets, fuzzy pattern recognition with its methodology, algorithms, and applications, has offered new insights into the principles and practice of pattern classification.

Computational Intelligence in Pattern Recognition: Proceedings of Cipr 2019

Автор: Das Asit Kumar, Nayak Janmenjoy, Naik Bighnaraj
Название: Computational Intelligence in Pattern Recognition: Proceedings of Cipr 2019
ISBN: 981139041X ISBN-13(EAN): 9789811390418
Издательство: Springer
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Цена: 27950.00 р.
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Описание: This book presents practical development experiences in different areas of data analysis and pattern recognition, focusing on soft computing technologies, clustering and classification algorithms, rough set and fuzzy set theory, evolutionary computations, neural science and neural network systems, image processing, combinatorial pattern matching, social network analysis, audio and video data analysis, data mining in dynamic environments, bioinformatics, hybrid computing, big data analytics and deep learning. It also provides innovative solutions to the challenges in these areas and discusses recent developments.

Face Processing And Applications To Distance Learning

Автор: Le Vuong Et Al
Название: Face Processing And Applications To Distance Learning
ISBN: 9814733024 ISBN-13(EAN): 9789814733021
Издательство: World Scientific Publishing
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Цена: 10296.00 р.
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Описание:

This special compendium provides a concise and unified vision of facial image processing. It addresses a collection of state-of-the-art techniques, covering the most important areas for facial biometrics and behavior analysis. These techniques also converge to serve an emerging practical application of interactive distance learning.

Readers will get a broad picture of the fundamental science of the field and technical details that make the research interesting. Moreover, the intellectual investigation motivated by the demand of real-life application will make this volume an inspiring read for current and prospective researchers and engineers in the fields of computer vision, machine learning and image processing.

Handbook Of Pattern Recognition And Computer Vision (5Th Edition)

Автор: Chen Chi Hau
Название: Handbook Of Pattern Recognition And Computer Vision (5Th Edition)
ISBN: 9814656526 ISBN-13(EAN): 9789814656528
Издательство: World Scientific Publishing
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Цена: 29304.00 р.
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Описание: Pattern recognition, image processing and computer vision are closely linked areas which have seen enormous progress in the last fifty years.

Evaluating Learning Algorithms

Автор: Japkowicz
Название: Evaluating Learning Algorithms
ISBN: 1107653118 ISBN-13(EAN): 9781107653115
Издательство: Cambridge Academ
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Цена: 8870.00 р.
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Описание: This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an emphasis on classification algorithms. The authors describe several techniques designed to deal with performance measures and methods, error estimation or re-sampling techniques, statistical significance testing, data set selection and evaluation benchmark design.

Advances In Digital Handwritten Signature Processing: A Human Artefact For E-Society

Автор: Pirlo Giuseppe Et Al
Название: Advances In Digital Handwritten Signature Processing: A Human Artefact For E-Society
ISBN: 9814579629 ISBN-13(EAN): 9789814579629
Издательство: World Scientific Publishing
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Цена: 11246.00 р.
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Описание:

In the age of e-society, handwritten signature processing is an enabling technology in a multitude of fields in the "digital agenda" of many countries, ranging from e-health to e-commerce, from e-government to e-justice, from e-democracy to e-banking, and smart cities. Handwritten signatures are very complex signs; they are the result of an elaborate process that depends on the psychophysical state of the signer and the conditions under which the signature apposition process occurs. Notwithstanding, recent efforts from academies and industries now make possible the integration of signature-based technologies into other standard equipment to form complete solutions that are able to support the security requirements of today's society.

Advances in Digital Handwritten Signature Processing primarily provides an update on the most fascinating and valuable researches in the multifaceted field of handwritten signature analysis and processing. The chapters within also introduce and discuss critical aspects and precious opportunities related to the use of this technology, as well as highlight fundamental theoretical and applicative aspects of the field.

This book contains papers by well-recognized and active researchers and scientists, as well as by engineers and commercial managers working for large international companies in the field of signature-based systems for a wide range of applications and for the development of e-society.

This publication is devoted to both researchers and experts active in the field of biometrics and handwriting forensics, as well as professionals involved in the development of signature-based solutions for advanced applications in medicine, finance, commerce, banking, public and private administrations, etc. Handwritten Signature Processing may also be used as an advanced textbook by graduate students.

Pattern Recognition and Machine Intelligence

Автор: B. Uma Shankar; Kuntal Ghosh; Deba Prasad Mandal;
Название: Pattern Recognition and Machine Intelligence
ISBN: 3319698990 ISBN-13(EAN): 9783319698991
Издательство: Springer
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Цена: 12577.00 р.
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Описание: This book constitutes the proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2017,held in Kolkata, India, in December 2017. The total of 86 full papers presented in this volume were carefully reviewed and selected from 293 submissions.

Pattern Recognition and Machine Intelligence

Автор: Marzena Kryszkiewicz; Sanghamitra Bandyopadhyay; H
Название: Pattern Recognition and Machine Intelligence
ISBN: 3319199404 ISBN-13(EAN): 9783319199405
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This book constitutes the proceedings of the 6th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015. The total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. They were organized in topical sections named: foundations of machine learning; image processing; image retrieval; image tracking; pattern recognition; data mining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence.

Computational Intelligence Techniques in Diagnosis of Brain Diseases

Автор: Sasikumar Gurumoorthy; Naresh Babu Muppalaneni; Xi
Название: Computational Intelligence Techniques in Diagnosis of Brain Diseases
ISBN: 9811065284 ISBN-13(EAN): 9789811065286
Издательство: Springer
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Цена: 7685.00 р.
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Описание: This book highlights a new biomedical signal processing method of extracting a specific underlying signal from possibly noisy multi-channel recordings, and shows that the method is suitable for extracting independent components from the measured electroencephalogram (EEG) signal.

Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)

Автор: Rokach Lior
Название: Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition)
ISBN: 9811201951 ISBN-13(EAN): 9789811201950
Издательство: World Scientific Publishing
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Цена: 17424.00 р.
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Описание:

This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.

Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized.

The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods.


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