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Machine learning algorithms for problem solving in computational applications [electronic resource] : intelligent techniques / Siddhivinayak Kulkarni, editor.

Contributor(s): Publication details: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2012.Description: electronic texts (388 p.) : digital filesISBN:
  • 9781466618343 (ebook)
Subject(s): Genre/Form: Additional physical formats: No title; Print version:: No titleDDC classification:
  • 003/.3 23
LOC classification:
  • Q325.5 .M3215 2012e
Online resources: Available additional physical forms:
  • Also available in print.
Contents:
Machine learning approach for content based image retrieval / Siddhivinayak Kulkarni -- Machine learning techniques in handwriting recognition: problems and solutions / Hong Lee ... [et al.] -- Semi blind source separation for application in machine learning / Ganesh Naik, Dinesh Kant Kumar -- Machine learning algorithms for analysis of DNA data sets / John Yearwood, Adil Bagirov, Andrei V. Kelarev -- Machine learning applications in radiation therapy / Hao H. Zhang ... [et al.] -- Insights from jurisprudence for machine learning in law / Andrew Stranieri, John Zeleznikow -- Machine learning applications in computer vision / Mehrtash Harandi, Javid Taheri, Brian C. Lovell -- Applications of machine learning for linguistic analysis of texts / Rosemary Torney ... [et al.] -- An automatic machine learning method for the study of keyword suggestion / Lin-Chih Chen -- Emergence phenomenon and fuzzy logic in meaningful image segmentation and retrieval / Sagarmay Deb, Siddhivinayak Kulkarni -- Predicting adsorption behavior in engineered floodplain filtration system using backpropagation neural networks / Eldon R. Rene, Shishir Kumar Behera, Hung Suck Park -- Computational intelligence techniques for pattern recognition in biomedical image processing applications / D. Jude Hemanth -- A PSO-based framework for designing fuzzy systems from noisy data set / Satvir Singh, J. S. Saini, Arun Khosla -- Neural network based classifier ensembles: a comparative analysis / B. Verma -- Development of an intelligent neural model to predict and analyze the VOC removal pattern in a photocatalytic reactor / Jagannathan Krishnan ... [et al.] -- An introduction to pattern classification / Tomoharu Nakashima, Gerald Schaefer -- Nature-inspired toolbox to design and optimize systems / Satvir Singh, Arun Khosla, J. S. Saini -- Adaptive intelligent systems for recognition of cancerous cervical cells based on 2D cervical cytological digital images / Bernadetta Kwintiana Ane, Dieter Roller -- Ontology-based clustering of the web meta-search results / Constanta-Nicoleta Bodea, Adina Lipai, Maria-Iuliana Dascalu -- A beam search based decision tree induction algorithm / M�arcio Porto Basgalupp ... [et al.] -- Learning with querying and its application in network security / Liang-Bin Lai ... [et al.].
Abstract: "This book addresses the complex realm of machine learning and its applications for solving various real-world problems in a variety of disciplines, such as manufacturing, business, information retrieval, and security"--Provided by publisher.
Item type: eBooks
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Includes bibliographical references.

Machine learning approach for content based image retrieval / Siddhivinayak Kulkarni -- Machine learning techniques in handwriting recognition: problems and solutions / Hong Lee ... [et al.] -- Semi blind source separation for application in machine learning / Ganesh Naik, Dinesh Kant Kumar -- Machine learning algorithms for analysis of DNA data sets / John Yearwood, Adil Bagirov, Andrei V. Kelarev -- Machine learning applications in radiation therapy / Hao H. Zhang ... [et al.] -- Insights from jurisprudence for machine learning in law / Andrew Stranieri, John Zeleznikow -- Machine learning applications in computer vision / Mehrtash Harandi, Javid Taheri, Brian C. Lovell -- Applications of machine learning for linguistic analysis of texts / Rosemary Torney ... [et al.] -- An automatic machine learning method for the study of keyword suggestion / Lin-Chih Chen -- Emergence phenomenon and fuzzy logic in meaningful image segmentation and retrieval / Sagarmay Deb, Siddhivinayak Kulkarni -- Predicting adsorption behavior in engineered floodplain filtration system using backpropagation neural networks / Eldon R. Rene, Shishir Kumar Behera, Hung Suck Park -- Computational intelligence techniques for pattern recognition in biomedical image processing applications / D. Jude Hemanth -- A PSO-based framework for designing fuzzy systems from noisy data set / Satvir Singh, J. S. Saini, Arun Khosla -- Neural network based classifier ensembles: a comparative analysis / B. Verma -- Development of an intelligent neural model to predict and analyze the VOC removal pattern in a photocatalytic reactor / Jagannathan Krishnan ... [et al.] -- An introduction to pattern classification / Tomoharu Nakashima, Gerald Schaefer -- Nature-inspired toolbox to design and optimize systems / Satvir Singh, Arun Khosla, J. S. Saini -- Adaptive intelligent systems for recognition of cancerous cervical cells based on 2D cervical cytological digital images / Bernadetta Kwintiana Ane, Dieter Roller -- Ontology-based clustering of the web meta-search results / Constanta-Nicoleta Bodea, Adina Lipai, Maria-Iuliana Dascalu -- A beam search based decision tree induction algorithm / M�arcio Porto Basgalupp ... [et al.] -- Learning with querying and its application in network security / Liang-Bin Lai ... [et al.].

Restricted to subscribers or individual electronic text purchasers.

"This book addresses the complex realm of machine learning and its applications for solving various real-world problems in a variety of disciplines, such as manufacturing, business, information retrieval, and security"--Provided by publisher.

Also available in print.

Mode of access: World Wide Web.

Description based on title screen (IGI Global, viewed May 24, 2012).

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