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Text mining [[electronic resource] ] : applications and theory / / Michael W. Berry, Jacob Kogan
| Text mining [[electronic resource] ] : applications and theory / / Michael W. Berry, Jacob Kogan |
| Autore | Berry Michael W |
| Pubbl/distr/stampa | Hoboken, NJ, : John Wiley & Sons, 2010 |
| Descrizione fisica | 1 online resource (223 p.) |
| Disciplina | 006.3/12 |
| Altri autori (Persone) | KoganJacob <1954-> |
| Soggetto topico |
Data mining
Natural language processing (Computer science) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-282-55136-1
9786612551369 0-470-68964-1 0-470-68965-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Text Mining; Contents; List of Contributors; Preface; PART I TEXT EXTRACTION, CLASSIFICATION, AND CLUSTERING; 1 Automatic keyword extraction from individual documents; 2 Algebraic techniques for multilingual document clustering; 3 Content-based spam email classification using machine-learning algorithms; 4 Utilizing nonnegative matrix factorization for email classification problems; 5 Constrained clustering with k-means type algorithms; PART II ANOMALY AND TREND DETECTION; 6 Survey of text visualization techniques; 7 Adaptive threshold setting for novelty mining; 8 Text mining and cybercrime
PART III TEXT STREAMS9 Events and trends in text streams; 10 Embedding semantics in LDA topic models; Index |
| Record Nr. | UNISA-996200265003316 |
Berry Michael W
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| Hoboken, NJ, : John Wiley & Sons, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Text mining : applications and theory / / Michael W. Berry, Jacob Kogan
| Text mining : applications and theory / / Michael W. Berry, Jacob Kogan |
| Autore | Berry Michael W |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, NJ, : John Wiley & Sons, 2010 |
| Descrizione fisica | 1 online resource (223 p.) |
| Disciplina | 006.3/12 |
| Altri autori (Persone) | KoganJacob <1954-> |
| Soggetto topico |
Data mining
Natural language processing (Computer science) |
| ISBN |
9786612551369
9781282551367 1282551361 9780470689646 0470689641 9780470689653 047068965X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Text Mining; Contents; List of Contributors; Preface; PART I TEXT EXTRACTION, CLASSIFICATION, AND CLUSTERING; 1 Automatic keyword extraction from individual documents; 2 Algebraic techniques for multilingual document clustering; 3 Content-based spam email classification using machine-learning algorithms; 4 Utilizing nonnegative matrix factorization for email classification problems; 5 Constrained clustering with k-means type algorithms; PART II ANOMALY AND TREND DETECTION; 6 Survey of text visualization techniques; 7 Adaptive threshold setting for novelty mining; 8 Text mining and cybercrime
PART III TEXT STREAMS9 Events and trends in text streams; 10 Embedding semantics in LDA topic models; Index |
| Record Nr. | UNINA-9910139364303321 |
|
Berry Michael W
|
||
| Hoboken, NJ, : John Wiley & Sons, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||