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Data mining : Practical machine learning tools and techniques / Ian H. Witten ... [et al.]
| Data mining : Practical machine learning tools and techniques / Ian H. Witten ... [et al.] |
| Autore | Witten, Ian H. |
| Edizione | [4th ed.] |
| Pubbl/distr/stampa | Amsterdam : Elsevier : Morgan Kaufmann, c2017 |
| Descrizione fisica | XXXII, 621 p. ; 24 cm |
| Disciplina | 006.3 |
| Soggetto non controllato |
Informatica
Intelligenza artificiale Informatica applicata alla statistica |
| ISBN | 978-0-12-804291-5 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910272059703321 |
Witten, Ian H.
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| Amsterdam : Elsevier : Morgan Kaufmann, c2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall
| Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
| Autore | Witten I. H (Ian H.) |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
| Descrizione fisica | 1 online resource (665 p.) : ill |
| Disciplina | 006.3/12 |
| Altri autori (Persone) |
FrankEibe
HallMark A |
| Collana | The Morgan Kaufmann Series in Data Management Systems |
| Soggetto topico | Data mining |
| ISBN |
1-282-95388-5
9786612953880 0-08-089036-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
| Record Nr. | UNINA-9910785305703321 |
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Witten I. H (Ian H.)
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| Amsterdam, : Elsevier/Morgan Kaufmann, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall
| Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank, Mark A. Hall |
| Autore | Witten I. H (Ian H.) |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Amsterdam, : Elsevier/Morgan Kaufmann, 2011 |
| Descrizione fisica | 1 online resource (665 p.) : ill |
| Disciplina | 006.3/12 |
| Altri autori (Persone) |
FrankEibe
HallMark A |
| Collana | The Morgan Kaufmann Series in Data Management Systems |
| Soggetto topico | Data mining |
| ISBN |
1-282-95388-5
9786612953880 0-08-089036-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I. Machine learning tools and techniques: 1. What's it all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer. |
| Record Nr. | UNINA-9910822335803321 |
|
Witten I. H (Ian H.)
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||
| Amsterdam, : Elsevier/Morgan Kaufmann, 2011 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank
| Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank |
| Autore | Witten, Ian H. |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam ; Boston [Ma.] : Morgan Kaufmann, c2005 |
| Descrizione fisica | xxxi, 525 p. : ill. ; 24 cm |
| Disciplina | 006.3 |
| Altri autori (Persone) | Frank, Eibe |
| Collana | The Morgan Kaufmann series in data management systems |
| Soggetto non controllato |
Basi di dati
Data mining |
| ISBN | 0-12-088407-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-990008474970403321 |
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Witten, Ian H.
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| Amsterdam ; Boston [Ma.] : Morgan Kaufmann, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank
| Data mining : practical machine learning tools and techniques / Ian H. Witten, Eibe Frank |
| Autore | Witten, Ian H. |
| Edizione | [2. ed.] |
| Pubbl/distr/stampa | Boston : Morgan Kaufman, c2005 |
| Descrizione fisica | XXXi, 525 p. : ill. ; 25 cm |
| Disciplina | 006.3 |
| Altri autori (Persone) | Frank, Eibe |
| Collana | The morgan Kaufmann series in data management systems |
| Soggetto non controllato | Intelligenza artificiale |
| ISBN | 978-0-12-088407-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNIPARTHENOPE-000008289 |
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Witten, Ian H.
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||
| Boston : Morgan Kaufman, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Parthenope | ||
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Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank
| Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank |
| Autore | Witten I. H (Ian H.) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 |
| Descrizione fisica | 1 online resource (xxxi, 524 p.) : ill |
| Disciplina | 006.3 |
| Altri autori (Persone) | FrankEibe |
| Collana | Morgan Kaufmann series in data management systems |
| Soggetto topico |
Data mining
Database searching |
| ISBN |
9786611008062
0-08-047702-X 9781423722442 1-281-00806-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | PART I: MACHINE LEARNING TOOLS AND TECHNIQUES; 1 What's it all about?; 2 Input: Concepts, instances, and attributes; 3 Output: Knowledge representation; 4 Algorithms: The basic methods; 5 Credibility: Evaluating what's been learned; 6 Implementations: Real machine learning schemes; 7 Transformations: Engineering the input and output; 8 Moving on: Extensions and applications; PART II: THE WEKA MACHINE LEARNING WORKBENCH; 9 Introduction to Weka; 10 The Explorer; 11 The Knowledge Flow Interface; 12 The Experimenter; 13 The Command-Line Interface; 14 Embedded machine learning; 15 Writing New Learning Schemes; References; Index; About the Authors. |
| Record Nr. | UNINA-9910783456403321 |
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Witten I. H (Ian H.)
|
||
| Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank
| Data mining [[electronic resource] ] : practical machine learning tools and techniques / / Ian H. Witten, Eibe Frank |
| Autore | Witten I. H (Ian H.) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 |
| Descrizione fisica | 1 online resource (xxxi, 524 p.) : ill |
| Disciplina | 006.3 |
| Altri autori (Persone) | FrankEibe |
| Collana | Morgan Kaufmann series in data management systems |
| Soggetto topico |
Data mining
Database searching |
| ISBN |
9786611008062
0-08-047702-X 9781423722442 1-281-00806-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | PART I: MACHINE LEARNING TOOLS AND TECHNIQUES; 1 What's it all about?; 2 Input: Concepts, instances, and attributes; 3 Output: Knowledge representation; 4 Algorithms: The basic methods; 5 Credibility: Evaluating what's been learned; 6 Implementations: Real machine learning schemes; 7 Transformations: Engineering the input and output; 8 Moving on: Extensions and applications; PART II: THE WEKA MACHINE LEARNING WORKBENCH; 9 Introduction to Weka; 10 The Explorer; 11 The Knowledge Flow Interface; 12 The Experimenter; 13 The Command-Line Interface; 14 Embedded machine learning; 15 Writing New Learning Schemes; References; Index; About the Authors. |
| Record Nr. | UNINA-9910826885403321 |
|
Witten I. H (Ian H.)
|
||
| Amsterdam ; ; Boston, MA, : Morgan Kaufman, 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Data mining : practical machine learning tools and techniques with java implementations / Ian H. Witten, Eibe Frank
| Data mining : practical machine learning tools and techniques with java implementations / Ian H. Witten, Eibe Frank |
| Autore | Witten, Ian H. |
| Pubbl/distr/stampa | San Francisco [Ca.] : Morgan Kaufmann, ©2000 |
| Descrizione fisica | xxv, 369 p. ; 24 cm |
| Disciplina | 005.74 |
| Altri autori (Persone) | Frank, Eibe |
| Collana | The Morgan Kaufmann series in data management systems |
| Soggetto non controllato |
Basi di dati
Java |
| ISBN | 1-55860-552-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-990001448840403321 |
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Witten, Ian H.
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| San Francisco [Ca.] : Morgan Kaufmann, ©2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Data mining : practical machine learning tools and techniques with Java implementations / Ian H. Witten, Eibe Frank
| Data mining : practical machine learning tools and techniques with Java implementations / Ian H. Witten, Eibe Frank |
| Autore | Witten, Ian H. |
| Pubbl/distr/stampa | San Francisco : Morgan Kaufmann, c2000 |
| Descrizione fisica | XXVI, 369 p. ; 24 cm |
| Disciplina | 0061.3 |
| Altri autori (Persone) | Frank, Eibe |
| Collana | The Morgan Kaufmann series in data management systems |
| Soggetto non controllato | Intelligenza artificiale |
| ISBN | 1-55860-552-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Titolo uniforme | |
| Record Nr. | UNIPARTHENOPE-000032306 |
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Witten, Ian H.
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| San Francisco : Morgan Kaufmann, c2000 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Parthenope | ||
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How to build a digital library [[electronic resource] /] / Ian H. Witten, David Bainbridge, and David M. Nichols
| How to build a digital library [[electronic resource] /] / Ian H. Witten, David Bainbridge, and David M. Nichols |
| Autore | Witten I. H (Ian H.) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Burlington, MA, : Morgan Kaufmann Publishers, 2009 |
| Descrizione fisica | 1 online resource (655 p.) |
| Disciplina | 025.00285 |
| Altri autori (Persone) |
BainbridgeDavid <1969->
NicholsDavid M |
| Collana | The Morgan Kaufmann series in multimedia information and systems |
| Soggetto topico |
Digital libraries
Digital libraries - Collection development - Computer programs |
| ISBN |
1-282-32909-X
9786612329098 0-08-089039-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Half title page; How to Build a Digital Library; Copyright page; Table of Contents; Preface; The Greenstone Software; Updated and Revised Content; How the Book Is Organized; What the Book Covers; About the Web Site; Acknowledgments; Part I Principles and Practices; Chapter 1 Orientation; Example One: Supporting Human Development; Example Two: Pushing on the Frontiers of Science; Example Three: Preserving a Traditional Culture; Example Four: Exploring Popular Music; The scope of digital libraries; 1.1 Libraries and Digital Libraries; 1.2 The Changing Face of Libraries
In the beginningThe information explosion; The Alexandrian principle; Early technodreams; The library catalog; The changing nature of books; 1.3 Searching for Sophocles; 1.4 Digital Libraries in Developing Countries; Disseminating humanitarian information; Disaster relief; Preserving indigenous culture; Locally produced information; The technological infrastructure; 1.5 The Pen Is Mighty: Wield It Wisely; Copyright law; The public domain; Relinquishing copyright; Digital rights management; Copyright and digitization; Collecting from the Web; Illegal and harmful material; Cultural sensitivity 1.6 Planning a Digital Library1.7 Implementing a Digital Library: The Greenstone Software; 1.8 Notes and Sources; Chapter 2 People in digital libraries; 2.1 Roles; Global users; Roles of librarians; Change; 2.2 Identity; Anonymous use; Authenticated use; Recording usage data; 2.3 Help and User Support Services; 2.4 Working with Digital Collections; Using information from digital libraries; Referring to objects in a digital library; Berry-picking; 2.5 User Contributions; Annotations; Keywords; Ratings; Corrections; New documents; Partial and fluid documents; 2.6 Notes and Sources Chapter 3 PresentationFrom People to Presentation; 3.1 Presenting Textual Documents; Documents, chapters, sections; Unstructured text documents; Page images; Images with text; Realistic books; 3.2 Presenting Multimedia Documents; Sound and pictures; Video; Music; 3.3 Document Surrogates; Metadata; Multimedia surrogates; 3.4 Searching; Types of queries; Case-folding and stemming; Phrase searching; Query interfaces; Searching multimedia; Searching music; Searching images; 3.5 Metadata Browsing; Lists; Dates; Hierarchies; Facets; 3.6 Putting It All Together; An institutional repository 3.7 Notes and SourcesChapter 4 Textual documents; 4.1 Representing Textual Documents; ASCII; Unicode; Plain text; Indexing; Word segmentation; 4.2 Textual Images; Scanning; Optical character recognition; Acquisition, cleanup, and page analysis; Recognition; Checking and saving; Page handling; Planning an image digitization project; Inside an OCR shop; An example project; 4.3 Web Documents: HTML and XML; Markup and stylesheet languages; Basic HTML; Using HTML in a digital library; Basic XML; Parsing XML; Using XML in a digital library; 4.4 Presenting Web Documents: CSS and XSL; CSS Cascading style sheets |
| Record Nr. | UNINA-9910778590003321 |
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Witten I. H (Ian H.)
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| Burlington, MA, : Morgan Kaufmann Publishers, 2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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