Data mining for business analytics : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / / Galit Shmueli, Nitin R. Patel, Peter C. Bruce
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| Autore: |
Shmueli Galit <1971->
|
| Titolo: |
Data mining for business analytics : concepts, techniques, and applications in Microsoft Office Excel with XLMiner / / Galit Shmueli, Nitin R. Patel, Peter C. Bruce
|
| Pubblicazione: | Hoboken, New Jersey : , : Wiley, , 2016 |
| ©2016 | |
| Edizione: | Third edition. |
| Descrizione fisica: | 1 online resource (583 p.) |
| Disciplina: | 005.54 |
| Soggetto topico: | Business - Data processing |
| Data mining | |
| Soggetto genere / forma: | Electronic books. |
| Persona (resp. second.): | PatelNitin R (Nitin Ratilal) |
| BrucePeter C. <1953-> | |
| Note generali: | Includes index. |
| Originally published as: Data mining for business intelligence, 2007. | |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes Classifier -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Combining methods : ensembles and uplift modeling -- Association rules and collaborative filtering -- Cluster analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Social network analytics -- Text mining. |
| Titolo autorizzato: | Data mining for business analytics |
| ISBN: | 1-118-72924-2 |
| 1-118-72913-7 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910465753503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |