| Description |
1 online resource |
| Contents |
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 [and others] -- 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 [and others] -- 14. Sequence pattern mining for Web logs / Pradeep Kumar, Raju S. Bapi and P. Radha Krishna |
| Summary |
"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"-- Provided by publisher |
| Subject |
Sequential pattern mining.
|
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Sequential processing (Computer science)
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Sequential pattern mining.
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Sequential processing (Computer science)
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| Form |
Electronic book
|
| Author |
Radha Krishna, P.
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Raju, S. Bapi.
|
| ISBN |
1283286629 |
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9781283286626 |
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