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Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics - Sushmita Paul
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Sushmita Paul:

Scalable Pattern Recognition Algorithms : Applications in Computational Biology and Bioinformatics - encadernado, livro de bolso

2014, ISBN: 3319056298

[EAN: 9783319056296], Neubuch, [SC: 0.0], [PU: Springer International Publishing], ARTIFICIALINTELLIGENCE; COMPUTATIONALBIOLOGY; COMPUTATIONALINTELLIGENCE; DATAMINING; MACHINELEARNING; ME… mais…

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Scalable Pattern Recognition Algorithms / Applications in Computational Biology and Bioinformatics / Sushmita Paul (u. a.) / Buch / HC runder Rücken kaschiert / xxii / Englisch / 2014 - Paul, Sushmita
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Paul, Sushmita:

Scalable Pattern Recognition Algorithms / Applications in Computational Biology and Bioinformatics / Sushmita Paul (u. a.) / Buch / HC runder Rücken kaschiert / xxii / Englisch / 2014 - encadernado, livro de bolso

2014, ISBN: 9783319056296

[ED: Gebunden], [PU: Springer International Publishing], This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciou… mais…

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Scalable Pattern Recognition Algorithms / Applications in Computational Biology and Bioinformatics / Sushmita Paul (u. a.) / Buch / HC runder Rücken kaschiert / XXII / Englisch / 2014 - Paul, Sushmita
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Paul, Sushmita:
Scalable Pattern Recognition Algorithms / Applications in Computational Biology and Bioinformatics / Sushmita Paul (u. a.) / Buch / HC runder Rücken kaschiert / XXII / Englisch / 2014 - encadernado, livro de bolso

2014

ISBN: 9783319056296

[ED: Gebunden], [PU: Springer International Publishing], This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciou… mais…

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Scalable Pattern Recognition Algorithms
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Scalable Pattern Recognition Algorithms - novo libro

ISBN: 9783319056296

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 rec… mais…

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Scalable Pattern Recognition Algorithms Applications in Computational Biology and Bioinformatics - Maji, Pradipta und Sushmita Paul
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Maji, Pradipta und Sushmita Paul:
Scalable Pattern Recognition Algorithms Applications in Computational Biology and Bioinformatics - livro usado

2014, ISBN: 9783319056296

[PU: Springer International Publishing], Buchschnitt verkürzt - gepflegter, sauberer Zustand - Ausgabejahr 2014 24633940/12, DE, [SC: 0.00], gebraucht; sehr gut, gewerbliches Angebot, 201… mais…

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Scalable Pattern Recognition Algorithms
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9783319056296


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.

Dados detalhados do livro - Scalable Pattern Recognition Algorithms


EAN (ISBN-13): 9783319056296
ISBN (ISBN-10): 3319056298
Livro de capa dura
Livro de bolso
Ano de publicação: 2014
Editor/Editora: Springer International Publishing

Livro na base de dados desde 2014-06-03T20:38:28+01:00 (Lisbon)
Página de detalhes modificada pela última vez em 2024-04-05T17:13:29+01:00 (Lisbon)
Número ISBN/EAN: 9783319056296

Número ISBN - Ortografia alternativa:
3-319-05629-8, 978-3-319-05629-6
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: paul
Título do livro: recognition pattern, maji, bioinformatics

Dados da editora

Autor: Pradipta Maji; Sushmita Paul
Título: Scalable Pattern Recognition Algorithms - Applications in Computational Biology and Bioinformatics
Editora: Springer; Springer International Publishing
304 Páginas
Ano de publicação: 2014-04-04
Cham; CH
Impresso / Feito em
Língua: Inglês
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XXII, 304 p. 55 illus., 10 illus. in color.

BB; Hardcover, Softcover / Biologie/Sonstiges; DV-gestützte Biologie/Bioinformatik; Verstehen; Artificial Intelligence; Bioinformatics; Computational Biology; Computational Intelligence; Data Mining; Machine Learning; Medical Imaging; Pattern Recognition; Soft Computing; Computational and Systems Biology; Automated Pattern Recognition; Artificial Intelligence; Data Mining and Knowledge Discovery; Radiology; Mustererkennung; Künstliche Intelligenz; Data Mining; Wissensbasierte Systeme, Expertensysteme; Bildgebende Verfahren; EA; BC

Grouping Functionally Similar Genes from Microarray Data Using Rough-Fuzzy Clustering.- Mutual Information Based Supervised Attribute Clustering for Microarray Sample Classification.- Possibilistic Biclustering for Discovering Value-Coherent Overlapping d -Biclusters.- Fuzzy Measures and Weighted Co-Occurrence Matrix for Segmentation of Brain MR Images.

Part I Classification.- Part II Feature Selection.- f Part III Clustering.-

From the book reviews:

“This book provides unique insights into how various soft computing and machine learning methods can be formulated and used in building efficient pattern recognition models. … This is a great resource to students and researchers in the fields of computer science, electrical and biomedical engineering. The author has explained the complex ideas through numerous examples which make conceptualization easy. … The well-organized chapters as well as use of different notations and typescripts make it a user-friendly reference.” (Parthiv Amin, Doody’s Book Reviews, August, 2014)

is a Research Associate at the same institution.

Dr. Pradipta Maji Dr. Sushmita Paul

Recent advances in high-throughput technologies have resulted in a deluge of biological information. Yet the storage, analysis, and interpretation of such multifaceted data require effective and efficient computational tools.

This unique text/reference 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 book reviews both established and cutting-edge research, following a clear structure reflecting the major phases of a pattern recognition system: classification, feature selection, and clustering. The text provides a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics.

This important work will be of great use to graduate students and researchers in the fields of computer science, electrical and biomedical engineering. Researchers and practitioners involved in pattern recognition, machine learning, computational biology and bioinformatics, data mining, and soft computing will also find the book invaluable.

Topics and features:
Reviews the development of scalable pattern recognition algorithms for computational biology and bioinformatics Includes numerous examples and experimental results to support the theoretical concepts described Concludes each chapter with directions for future research and a comprehensive bibliography Includes supplementary material: sn.pub/extras

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