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Scalable Pattern Recognition Algorithms - Pradipta Maji
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Scalable Pattern Recognition Algorithms - neues Buch

ISBN: 9783319056302

ID: 9783319056302

Applications in Computational Biology and Bioinformatics This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images includes numerous examples and experimental results to support the theoretical concepts described concludes each chapter with directions for future research and a comprehensive bibliography. Scalable Pattern Recognition Algorithms: This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images includes numerous examples and experimental results to support the theoretical concepts described concludes each chapter with directions for future research and a comprehensive bibliography. Imaging / Radiology Data Mining and Knowledge Discovery Computational Biology/Bioinformatics Computational Biology Artificial Intelligence (incl. Robotics) Computational Intelligence Pattern Recognition Pattern Recognition Medical Imaging Artific, Springer International Publishing

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Scalable Pattern Recognition Algorithms - Pradipta Maji
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Pradipta Maji:
Scalable Pattern Recognition Algorithms - neues Buch

ISBN: 9783319056302

ID: 9783319056302

Applications in Computational Biology and Bioinformatics This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images includes numerous examples and experimental results to support the theoretical concepts described concludes each chapter with directions for future research and a comprehensive bibliography. Scalable Pattern Recognition Algorithms: This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images includes numerous examples and experimental results to support the theoretical concepts described concludes each chapter with directions for future research and a comprehensive bibliography. COMPUTERS / Computer Science, Springer-Verlag Gmbh

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Scalable Pattern Recognition Algorithms - Pradipta Maji, Sushmita Paul
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Pradipta Maji, Sushmita Paul:
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3, ISBN: 9783319056302

ID: 203179783319056302

This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning metho This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks; discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets; presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images; includes numerous examples and experimental results to support the theoretical concepts described; concludes each chapter with directions for future research and a comprehensive bibliography. Computer Science, Advanced Computing, Scalable Pattern Recognition Algorithms~~ Pradipta Maji, Sushmita Paul~~Computer Science~~Advanced Computing~~9783319056302, en, Scalable Pattern Recognition Algorithms, Pradipta Maji, Sushmita Paul, 9783319056302, Springer, 03/19/2014, , , , Springer, 03/19/2014

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Scalable Pattern Recognition Algorithms - Pradipta Maji, Sushmita Paul
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Pradipta Maji, Sushmita Paul:
Scalable Pattern Recognition Algorithms - neues Buch

3, ISBN: 9783319056302

ID: 203179783319056302

This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning metho This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks; discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets; presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images; includes numerous examples and experimental results to support the theoretical concepts described; concludes each chapter with directions for future research and a comprehensive bibliography. Adult, Advanced Computing, Scalable Pattern Recognition Algorithms~~ Pradipta Maji, Sushmita Paul~~Adult~~Advanced Computing~~9783319056302, en, Scalable Pattern Recognition Algorithms, Pradipta Maji, Sushmita Paul, 9783319056302, Springer, 03/19/2014, , , , Springer, 03/19/2014

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Scalable Pattern Recognition Algorithms - Pradipta Maji;  Sushmita Paul
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Pradipta Maji; Sushmita Paul:
Scalable Pattern Recognition Algorithms - Erstausgabe

2014, ISBN: 9783319056302

ID: 29763223

Applications in Computational Biology and Bioinformatics, [ED: 1], Auflage, eBook Download (PDF), eBooks, [PU: Springer-Verlag]

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Detailangaben zum Buch - Scalable Pattern Recognition Algorithms - Applications in Computational Biology and Bioinformatics


EAN (ISBN-13): 9783319056302
ISBN (ISBN-10): 3319056301
Erscheinungsjahr: 2014
Herausgeber: Springer International Publishing

Buch in der Datenbank seit 21.01.2015 16:19:44
Buch zuletzt gefunden am 06.08.2017 10:24:45
ISBN/EAN: 9783319056302

ISBN - alternative Schreibweisen:
3-319-05630-1, 978-3-319-05630-2


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