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Pattern discovery using sequence data mining applications and studies /

"This book provides a comprehensive view of sequence mining techniques, and present current research and case studies in Pattern Discovery in Sequential data authored by researchers and practitioners"--

Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Kumar, Pradeep, 1977-, Radha Krishna, P., Raju, S. Bapi, 1962-
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2011.
Subjects:
Sequential pattern mining.
Sequential processing (Computer science)
Classification of biological sequences
Kernel methods
Classification of sequential patterns
Kinase sequence mining
Mining sequential patterns from Weblogs
Mining statistically significant substrings
Pattern discovery
Architecture simulation
Quantization based sequence generation
Reverse nearest neighbor search for multimedia data
Video stream mining for on-road traffic analysis
Online Access:Chapter PDFs via platform:
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010 # # |z 2011008678 
020 # # |a 9781613500576 (ebook) 
020 # # |z 9781613500569 (hardcover) 
020 # # |z 9781613500583 (print & perpetual access) 
024 7 # |a 10.4018/978-1-61350-056-9  |2 doi 
035 # # |a (CaBNVSL)gtp00549872 
035 # # |a (OCoLC)756898788 
040 # # |a CaBNVSL  |c CaBNVSL  |d CaBNVSL 
050 # 4 |a QA76.9.D343  |b P396 2011e 
082 0 4 |a 006.3/12  |2 22 
245 0 0 |a Pattern discovery using sequence data mining  |b applications and studies /  |c Pradeep Kumar, P. Radha Krishna, and S. Bapi Raju, editors.  |h [electronic resource] : 
260 # # |a Hershey, Pa. :  |b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),  |c 2011. 
300 # # |a electronic texts (243 p.) :  |b digital files. 
504 # # |a Includes bibliographical references. 
505 0 # |a 1. Applications of pattern discovery using sequential data mining / Manish Gupta and Jiawei Han -- 2. A review of kernel methods based approaches to classification and clustering of sequential patterns, Part I: Sequences of continuous feature vectors / Dileep A. D. Veena T. and C. Chandra Sekhar -- 3. A review of kernel methods based approaches to classification and clustering of sequential patterns, Part II: Sequences of discrete symbols / Dileep A. D. Veena T. and C. Chandra Sekhar -- 4. Mining statistically significant substrings based on the chi-square measure / Sourav Dutta and Arnab Bhattacharya -- 5. Unbalanced sequential data classification using extreme outlier elimination and sampling techniques / T.Maruthi Padmaja, Raju S. Bapi and P. Radha Krishna -- 6. Quantization based sequence generation and subsequence pruning for data mining applications / T. Ravindra Babu, M. Narasimha Murty and S. V. Subrahmanya -- 7. Classification of biological sequences / Pratibha Rani and Vikram Pudi -- 8. Approaches for pattern discovery using sequential data mining / Manish Gupta and Jiawei Han -- 9. Analysis of kinase inhibitors and druggability of kinase-targets using machine learning techniques / S. Prasanthi ... [et al.] -- 10. Identification of genomic islands by pattern discovery / Nita Parekh -- 11. Video stream mining for on-road traffic density analytics / Rudra Narayan Hota, Kishore Jonna and P. Radha Krishna -- 12. Discovering patterns in order to detect weak signals and define new strategies / Anass El Haddadi, Bernard Dousset and Ilham Berrada -- 13. Discovering patterns for architecture simulation by using sequence mining / Pinar Senkul ... [et al.] -- 14. Sequence pattern mining for Web logs / Pradeep Kumar, Raju S. Bapi and P. Radha Krishna. 
506 # # |a Restricted to subscribers or individual electronic text purchasers. 
520 3 # |a "This book provides a comprehensive view of sequence mining techniques, and present current research and case studies in Pattern Discovery in Sequential data authored by researchers and practitioners"--  |c Provided by publisher. 
530 # # |a Also available in print. 
538 # # |a Mode of access: World Wide Web. 
588 # # |a Description based on title screen (IGI Global, viewed October 21, 2011). 
650 # 0 |a Sequential pattern mining. 
650 # 0 |a Sequential processing (Computer science) 
653 # # |a Classification of biological sequences 
653 # # |a Kernel methods 
653 # # |a Classification of sequential patterns 
653 # # |a Kinase sequence mining 
653 # # |a Mining sequential patterns from Weblogs 
653 # # |a Mining statistically significant substrings 
653 # # |a Pattern discovery 
653 # # |a Architecture simulation 
653 # # |a Quantization based sequence generation 
653 # # |a Reverse nearest neighbor search for multimedia data 
653 # # |a Video stream mining for on-road traffic analysis 
700 1 # |a Kumar, Pradeep,  |d 1977- 
700 1 # |a Radha Krishna, P. 
700 1 # |a Raju, S. Bapi,  |d 1962- 
710 2 # |a IGI Global. 
776 0 # |c (Original)  |w (DLC)2011008678 
776 0 8 |i Print version:  |w (DLC) 2011008678  |z 9781613500569  |z 1613500564 
856 4 1 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61350-056-9  |3 Chapter PDFs via platform: 

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