Machine interpretation of patterns: image analysis and data mining
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
2010
|
| Schriftenreihe: | Statistical science and interdisciplinary research
11 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | "Platinum Jubilee series." Includes bibliographical references Combining information with a Bayesian multi-class multi-kernel pattern recognition machine / T. Damoulas and M.A. Girolami -- Image quality assessment based on weighted perceptual features / D.V. Rao and L.P. Reddy -- Quasi-reversible two-dimension fractional differentiation for image entropy reduction / A. Nakib [and others] -- Parallel genetic algorithm based clustering for object and background classification / P. Kanungo, P.K. Nanda and A. Ghosh -- Biopolar fuzzy spatial information: first operations in the mathematical morphology setting / I. Bloch -- Approaches to intelligent information retrieval / G. Pasi -- Retrieval of on-line signatures / H.N. Prakash and D.S. Guru -- A two stage recognition scheme for offline handwritten devanagari words / B. Shaw and S.K. Parui -- Fall detection from a video in the presence of multiple persons / V. Vishwakarma, S. Sural and C. Mandal -- Fusion of GIS and SAR statistical features for earthquake damage mapping at the block scale / G. Trianni [and others] -- Intelligent surveillance and pose-invariant 2D face classification / B.C. Lovell, C. Sanderson and T. Shan -- Simple machine learning approaches to safety-related systems / C. Moewes, C. Otte and R. Kruse -- Nonuniform multi level crossings for signal reconstruction / N. Poorjay, H. Kumar and A. Rao -- Adaptive web services brokering / K.M. Grupta and D.W. Aha -- Granular support vector machine based method for prediction of solubility of proteins on over expression in Escherichia coli and breast cancer classification /P. Kumar, B.D. Kulkarni and V.K. Jayaraman This review volume provides from both theoretical and application points of views, recent developments and state-of-the-art reviews in various areas of pattern recognition, image processing, machine learning, soft computing, data mining and web intelligence. Machine Interpretation of Patterns : Image Analysis and Data Mining is an essential and invaluable resource for professionals and advanced graduates in computer science, mathematics and life sciences. It can also be considered as an integrated volume to researchers interested in doing interdisciplinary research where computer science is a component |
| Beschreibung: | 1 Online-Ressource (x, 305 pages) |
| ISBN: | 9789814299183 9789814299190 9814299189 9814299197 |
Internformat
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| spelling | Machine interpretation of patterns image analysis and data mining editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh Singapore World Scientific 2010 1 Online-Ressource (x, 305 pages) txt rdacontent c rdamedia cr rdacarrier Statistical science and interdisciplinary research v. 11 "Platinum Jubilee series." Includes bibliographical references Combining information with a Bayesian multi-class multi-kernel pattern recognition machine / T. Damoulas and M.A. Girolami -- Image quality assessment based on weighted perceptual features / D.V. Rao and L.P. Reddy -- Quasi-reversible two-dimension fractional differentiation for image entropy reduction / A. Nakib [and others] -- Parallel genetic algorithm based clustering for object and background classification / P. Kanungo, P.K. Nanda and A. Ghosh -- Biopolar fuzzy spatial information: first operations in the mathematical morphology setting / I. Bloch -- Approaches to intelligent information retrieval / G. Pasi -- Retrieval of on-line signatures / H.N. Prakash and D.S. Guru -- A two stage recognition scheme for offline handwritten devanagari words / B. Shaw and S.K. Parui -- Fall detection from a video in the presence of multiple persons / V. Vishwakarma, S. Sural and C. Mandal -- Fusion of GIS and SAR statistical features for earthquake damage mapping at the block scale / G. Trianni [and others] -- Intelligent surveillance and pose-invariant 2D face classification / B.C. Lovell, C. Sanderson and T. Shan -- Simple machine learning approaches to safety-related systems / C. Moewes, C. Otte and R. Kruse -- Nonuniform multi level crossings for signal reconstruction / N. Poorjay, H. Kumar and A. Rao -- Adaptive web services brokering / K.M. Grupta and D.W. Aha -- Granular support vector machine based method for prediction of solubility of proteins on over expression in Escherichia coli and breast cancer classification /P. Kumar, B.D. Kulkarni and V.K. Jayaraman This review volume provides from both theoretical and application points of views, recent developments and state-of-the-art reviews in various areas of pattern recognition, image processing, machine learning, soft computing, data mining and web intelligence. Machine Interpretation of Patterns : Image Analysis and Data Mining is an essential and invaluable resource for professionals and advanced graduates in computer science, mathematics and life sciences. It can also be considered as an integrated volume to researchers interested in doing interdisciplinary research where computer science is a component Engineering Electrical engineering Computer science COMPUTERS / Optical Data Processing bisacsh COMPUTERS / Computer Vision & Pattern Recognition bisacsh Data mining fast Machine learning fast Pattern recognition systems fast Informatik Ingenieurwissenschaften Pattern recognition systems Machine learning Data mining Data Mining (DE-588)4428654-5 gnd rswk-swf Mustererkennung (DE-588)4040936-3 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Mustererkennung (DE-588)4040936-3 s Data Mining (DE-588)4428654-5 s 2\p DE-604 De, Rajat K. edt Mandal, Deba Prasad edt Ghosh, Ashish edt Indian Statistical Institute Sonstige (DE-588)1051938-5 oth Statistical science and interdisciplinary research 11 (DE-604)BV035010870 11 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=374797 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Machine interpretation of patterns image analysis and data mining Statistical science and interdisciplinary research Engineering Electrical engineering Computer science COMPUTERS / Optical Data Processing bisacsh COMPUTERS / Computer Vision & Pattern Recognition bisacsh Data mining fast Machine learning fast Pattern recognition systems fast Informatik Ingenieurwissenschaften Pattern recognition systems Machine learning Data mining Data Mining (DE-588)4428654-5 gnd Mustererkennung (DE-588)4040936-3 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4040936-3 (DE-588)4143413-4 |
| title | Machine interpretation of patterns image analysis and data mining |
| title_auth | Machine interpretation of patterns image analysis and data mining |
| title_exact_search | Machine interpretation of patterns image analysis and data mining |
| title_full | Machine interpretation of patterns image analysis and data mining editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh |
| title_fullStr | Machine interpretation of patterns image analysis and data mining editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh |
| title_full_unstemmed | Machine interpretation of patterns image analysis and data mining editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh |
| title_short | Machine interpretation of patterns |
| title_sort | machine interpretation of patterns image analysis and data mining |
| title_sub | image analysis and data mining |
| topic | Engineering Electrical engineering Computer science COMPUTERS / Optical Data Processing bisacsh COMPUTERS / Computer Vision & Pattern Recognition bisacsh Data mining fast Machine learning fast Pattern recognition systems fast Informatik Ingenieurwissenschaften Pattern recognition systems Machine learning Data mining Data Mining (DE-588)4428654-5 gnd Mustererkennung (DE-588)4040936-3 gnd |
| topic_facet | Engineering Electrical engineering Computer science COMPUTERS / Optical Data Processing COMPUTERS / Computer Vision & Pattern Recognition Data mining Machine learning Pattern recognition systems Informatik Ingenieurwissenschaften Data Mining Mustererkennung Aufsatzsammlung |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=374797 |
| volume_link | (DE-604)BV035010870 |
| work_keys_str_mv | AT derajatk machineinterpretationofpatternsimageanalysisanddatamining AT mandaldebaprasad machineinterpretationofpatternsimageanalysisanddatamining AT ghoshashish machineinterpretationofpatternsimageanalysisanddatamining AT indianstatisticalinstitute machineinterpretationofpatternsimageanalysisanddatamining |