Machine interpretation of patterns :: image analysis and data mining /
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 : Imag...
Gespeichert in:
Körperschaft: | |
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Weitere Verfasser: | , , |
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Singapore ; Hackensack, NJ ; London :
World Scientific,
2010.
|
Schriftenreihe: | Statistical science and interdisciplinary research ;
v. 11. |
Schlagworte: | |
Online-Zugang: | Volltext |
Zusammenfassung: | 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 resource (x, 305 pages :) |
Bibliographie: | Includes bibliographical references. |
ISBN: | 9789814299190 9814299197 1283144328 9781283144322 9786613144324 6613144320 |
Internformat
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245 | 0 | 0 | |a Machine interpretation of patterns : |b image analysis and data mining / |c editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh. |
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505 | 0 | |a 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. | |
520 | |a 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. | ||
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650 | 0 | |a Pattern recognition systems. |0 http://id.loc.gov/authorities/subjects/sh85098791 | |
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650 | 0 | |a Data mining. |0 http://id.loc.gov/authorities/subjects/sh97002073 | |
650 | 2 | |a Pattern Recognition, Automated |0 https://id.nlm.nih.gov/mesh/D010363 | |
650 | 2 | |a Data Mining |0 https://id.nlm.nih.gov/mesh/D057225 | |
650 | 2 | |a Machine Learning |0 https://id.nlm.nih.gov/mesh/D000069550 | |
650 | 6 | |a Reconnaissance des formes (Informatique) | |
650 | 6 | |a Apprentissage automatique. | |
650 | 6 | |a Exploration de données (Informatique) | |
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700 | 1 | |a De, Rajat K. | |
700 | 1 | |a Mandal, Deba Prasad. | |
700 | 1 | |a Ghosh, Ashish, |d 1966- |1 https://id.oclc.org/worldcat/entity/E39PCjqCqHCtrPTfwtxcDxqB8C |0 http://id.loc.gov/authorities/names/n00000580 | |
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author2 | De, Rajat K. Mandal, Deba Prasad Ghosh, Ashish, 1966- |
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contents | 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. |
ctrlnum | (OCoLC)738433252 |
dewey-full | 006.42 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.42 |
dewey-search | 006.42 |
dewey-sort | 16.42 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
format | Electronic eBook |
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id | ZDB-4-EBA-ocn738433252 |
illustrated | Illustrated |
indexdate | 2024-10-25T16:18:10Z |
institution | BVB |
isbn | 9789814299190 9814299197 1283144328 9781283144322 9786613144324 6613144320 |
language | English |
oclc_num | 738433252 |
open_access_boolean | |
owner | MAIN |
owner_facet | MAIN |
physical | 1 online resource (x, 305 pages :) |
psigel | ZDB-4-EBA |
publishDate | 2010 |
publishDateSearch | 2010 |
publishDateSort | 2010 |
publisher | World Scientific, |
record_format | marc |
series | Statistical science and interdisciplinary research ; |
series2 | Statistical science and interdisciplinary research ; |
spelling | Machine interpretation of patterns : image analysis and data mining / editors, Rajat K. De, Deba Prasad Mandal, Ashish Ghosh. Singapore ; Hackensack, NJ ; London : World Scientific, 2010. 1 online resource (x, 305 pages :) text txt rdacontent computer c rdamedia online resource cr rdacarrier Statistical science and interdisciplinary research ; v. 11 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. Print version record. English. Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Data Mining https://id.nlm.nih.gov/mesh/D057225 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Reconnaissance des formes (Informatique) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Optical Data Processing. bisacsh COMPUTERS Computer Vision & Pattern Recognition. bisacsh Data mining fast Machine learning fast Pattern recognition systems fast De, Rajat K. Mandal, Deba Prasad. Ghosh, Ashish, 1966- https://id.oclc.org/worldcat/entity/E39PCjqCqHCtrPTfwtxcDxqB8C http://id.loc.gov/authorities/names/n00000580 Indian Statistical Institute. has work: Machine interpretation of patterns (Text) https://id.oclc.org/worldcat/entity/E39PCFRq9kw99CGGM4PGfCtWKq https://id.oclc.org/worldcat/ontology/hasWork Print version: Machine interpretation of patterns. Singapore ; Hackensack, NJ ; London : World Scientific, 2010 9789814299183 (OCoLC)502037338 Statistical science and interdisciplinary research ; v. 11. http://id.loc.gov/authorities/names/no2008159488 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=374797 Volltext CBO01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=374797 Volltext |
spellingShingle | Machine interpretation of patterns : image analysis and data mining / Statistical science and interdisciplinary research ; 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. Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Data Mining https://id.nlm.nih.gov/mesh/D057225 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Reconnaissance des formes (Informatique) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Optical Data Processing. bisacsh COMPUTERS Computer Vision & Pattern Recognition. bisacsh Data mining fast Machine learning fast Pattern recognition systems fast |
subject_GND | http://id.loc.gov/authorities/subjects/sh85098791 http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh97002073 https://id.nlm.nih.gov/mesh/D010363 https://id.nlm.nih.gov/mesh/D057225 https://id.nlm.nih.gov/mesh/D000069550 |
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 | Pattern recognition systems. http://id.loc.gov/authorities/subjects/sh85098791 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Data mining. http://id.loc.gov/authorities/subjects/sh97002073 Pattern Recognition, Automated https://id.nlm.nih.gov/mesh/D010363 Data Mining https://id.nlm.nih.gov/mesh/D057225 Machine Learning https://id.nlm.nih.gov/mesh/D000069550 Reconnaissance des formes (Informatique) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Optical Data Processing. bisacsh COMPUTERS Computer Vision & Pattern Recognition. bisacsh Data mining fast Machine learning fast Pattern recognition systems fast |
topic_facet | Pattern recognition systems. Machine learning. Data mining. Pattern Recognition, Automated Data Mining Machine Learning Reconnaissance des formes (Informatique) Apprentissage automatique. Exploration de données (Informatique) COMPUTERS Optical Data Processing. COMPUTERS Computer Vision & Pattern Recognition. Data mining Machine learning Pattern recognition systems |
url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=374797 |
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