Ricardo Suyama's Books

Unsupervised Signal Processing

Channel Equalization and Source Separation

By: João Marcos Travassos Romano,Romis Attux,Charles Casimiro Cavalcante,Ricardo Suyama

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Unsupervised Signal Processing

Channel Equalization and Source Separation

By: João Marcos Travassos Romano,Romis Attux,Charles Casimiro Cavalcante,Ricardo Suyama

Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified, systematic, and synthetic presentation of the theory of unsupervised signal processing. Always maintaining the focus on a signal processing-oriented approach, this book describes how the subject has evolved and assumed a wider scope that covers several topics, from well-established blind equalization and source separation methods to novel approaches based on machine learning and bio-inspired algorithms. From the foundations of statistical and adaptive signal processing, the authors explore and elaborate on emerging tools, such as machine learning-based solutions and bio-inspired methods. With a fresh take on this exciting area of study, this book: Provides a solid background on the statistical characterization of signals and systems and on linear filtering theory Emphasizes the link between supervised and unsupervised processing from the perspective of linear prediction and constrained filtering theory Addresses key issues concerning equilibrium solutions and equivalence relationships in the context of unsupervised equalization criteria Provides a systematic presentation of source separation and independent component analysis Discusses some instigating connections between the filtering problem and computational intelligence approaches. Building on more than a decade of the authors’ work at DSPCom laboratory, this book applies a fresh conceptual treatment and mathematical formalism to important existing topics. The result is perhaps the first unified presentation of unsupervised signal processing techniques—one that addresses areas including digital filters, adaptive methods, and statistical signal processing. With its remarkable synthesis of the field, this book provides a new vision to stimulate progress and contribute to the advent of more useful, efficient, and friendly intelligent systems.

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Page Count

340

Publisher

CRC Press

Published Date

ISBN 10

1420019465

ISBN 13

9781420019469

Metalearning

Applications to Data Mining

By: Pavel Brazdil,Christophe Giraud Carrier,Carlos Soares,Ricardo Vilalta

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Metalearning

Applications to Data Mining

By: Pavel Brazdil,Christophe Giraud Carrier,Carlos Soares,Ricardo Vilalta

Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining processes. While the variety of machine learning and data mining techniques now available can, in principle, provide good model solutions, a methodology is still needed to guide the search for the most appropriate model in an efficient way. Metalearning provides one such methodology that allows systems to become more effective through experience. This book discusses several approaches to obtaining knowledge concerning the performance of machine learning and data mining algorithms. It shows how this knowledge can be reused to select, combine, compose and adapt both algorithms and models to yield faster, more effective solutions to data mining problems. It can thus help developers improve their algorithms and also develop learning systems that can improve themselves. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining and artificial intelligence.

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Page Count

182

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3540732632

ISBN 13

9783540732631

Optimum Vitamin Nutrition for More Sustainable Poultry Farming

By: Edgar Oviedo-Rondon,Ana C. Barroeta,Ricardo Cepero Briz,Gilberto Litta,José-María Hernandez

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Optimum Vitamin Nutrition for More Sustainable Poultry Farming

By: Edgar Oviedo-Rondon,Ana C. Barroeta,Ricardo Cepero Briz,Gilberto Litta,José-María Hernandez

Food production, particularly animal protein production, is changing. While productivity, efficiency and food quality continue to be of vital importance, there is increasing pressure on producers to prioritize sustainability and animal health and welfare as well minimize food waste. Optimizing vitamin nutrition can help make animal production more sustainable by optimizing animal health and welfare and animal performance and food quality, while reducing food waste. Optimum Vitamin Nutrition for More Sustainable Poultry Farming contains concise, up-to-date information on vitamin nutrition for poultry. This book, which follows the authoritative Optimum Vitamin Nutrition in the Production of Quality Animal Foods (5m Books, 2013), is a reference for research and extension specialists who need the most current, research-based information on vitamins in poultry. This book is first in a series of books covering Optimum Vitamin Nutrition in swine, ruminants and aquaculture.

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Page Count

674

Publisher

5m Books Ltd

Published Date

ISBN 10

1789182298

ISBN 13

9781789182293

Chaotic Signals in Digital Communications

By: Marcio Eisencraft,Romis R. Attux,Ricardo Suyama

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Chaotic Signals in Digital Communications

By: Marcio Eisencraft,Romis R. Attux,Ricardo Suyama

Chaotic Signals in Digital Communications combines fundamental background knowledge with state-of-the-art methods for using chaotic signals and systems in digital communications. The book builds a bridge between theoretical works and practical implementation to help researchers attain consistent performance in realistic environments. It shows the possible shortcomings of the chaos-based communication systems proposed in the literature, particularly when they are subjected to non-ideal conditions. It also presents a toolbox of techniques for researchers working to actually implement such systems. A Combination of Tutorials and In-Depth, Cutting-Edge Research Featuring contributions by active leading researchers, the book begins with an introduction to communication theory, dynamical systems, and chaotic communications suitable for those new to the field. This lays a solid foundation for the more applied chapters that follow. A Toolbox of Techniques--Including New Ways to Tackle Channel Imperfections The book covers typical chaos communication methods, namely chaotic masking, chaotic modulation, chaotic shift key, and symbolic message bearing, as well as bidirectional communication and secure communication. It also presents novel methodologies to deal with communication channel imperfections. These tackle band-limited channel chaos communication, radio channels with fading, and the resistance of a special chaotic signal to multipath propagations. In addition, the book addresses topics related to engineering applications, such as optical communications, chaotic matched filters and circuit implementations, and microwave frequency-modulated differential chaos shift keying (FM-DCSK) systems. Insights for Both Theoretical and Experimental Researchers Combining theory and practice, this book offers a unique perspective on chaotic communication in the context of non-ideal conditions. Written for theoretical and experimental researchers, it tackles the practical issues faced in implementing chaos-based signals and systems in digital communications applications.

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Page Count

504

Publisher

CRC Press

Published Date

ISBN 10

1351823450

ISBN 13

9781351823456

Book's by Ricardo Suyama

Unsupervised Signal Processing

Unsupervised Signal Processing

Metalearning

Metalearning

Optimum Vitamin Nutrition for More Sustainable Poultry Farming

Optimum Vitamin Nutrition for More Sustainable Poultry Farming

Chaotic Signals in Digital Communications

Chaotic Signals in Digital Communications

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