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Record Nr. |
UNINA9910459903303321 |
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Autore |
Mitsa Theophano |
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Titolo |
Temporal data mining / / Theophano Mitsa |
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Pubbl/distr/stampa |
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Boca Raton : , : Taylor & Francis, , 2010 |
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ISBN |
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0-429-19185-5 |
1-282-50404-5 |
9786612504044 |
1-4200-8977-3 |
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Edizione |
[1st edition] |
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Descrizione fisica |
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1 online resource (398 p.) |
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Collana |
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Chapman & Hall/CRC data mining and knowledge discovery series |
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Disciplina |
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Soggetti |
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Data mining |
Temporal databases |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Front cover; Table of Contents; Preface; Chapter 1. Temporal Databases and Mediators; Chapter 2. Temporal Data Similarity Computation, Representation, and Summarization; Chapter 3. Temporal Data Classification and Clustering; Chapter 4. Prediction; Chapter 5. Temporal Pattern Discovery; Chapter 6. Temporal Data Mining in Medicine and Bioinformatics; Chapter 7. Temporal Data Mining and Forecasting in Business and Industrial Applications; Chapter 8. Web Usage Mining; Chapter 9. Spatiotemporal Data Mining; Appendix A; Appendix B; Index; Back cover |
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Sommario/riassunto |
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Temporal data mining deals with the harvesting of useful information from temporal data. This book covers the theory of this subject as well as its application in a variety of fields. It discusses the incorporation of temporality in databases as well as temporal data representation, similarity computation, data classification, and clustering. |
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