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Scalable Pattern Recognition Algorithms | Maji / Paul - Buch - Pradipta Maji, Sushmita Paul - Pradipta Maji, Sushmita Paul
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ISBN: 9783319056296

ID: 13672250

Von Pradipta Maji, Sushmita Paul: 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 ...; Weitere Fachgebiete > EDV, Informatik > Informationsverarbeitung > Mustererkennung, Biometrik, Springer

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

2014, ISBN: 3319056298

ID: 12493919040

[EAN: 9783319056296], Neubuch, [SC: 0.0], [PU: Springer Apr 2014], Neuware - 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. 328 pp. Englisch

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

ISBN: 9783319056296

[ED: Buch], [PU: Springer], Neuware - 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., [SC: 0.00], Neuware, gewerbliches Angebot, 235x155x23 mm, [GW: 654g]

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Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics - Pradipta Maji, Sushmita Paul
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ISBN: 9783319056296

ID: 978331905629

Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics Pradipta Maji, Sushmita Paul, Books, Computers, Scalable Pattern Recognition Algorithms: Applications in Computational Biology and Bioinformatics Books>Computers, Springer International Publishing

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2014, ISBN: 9783319056296

ID: 29272830

Applications in Computational Biology and Bioinformatics, 2014, Hardcover, Buch, [PU: Springer International Publishing]

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