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Graphical models : representations for learning, reasoning and data mining /
Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to in...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chichester, West Sussex, United Kingdom :
John Wiley,
2009.
|
| Edición: | Second edition. |
| Colección: | Wiley series in computational statistics.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Borgelt, Christian, |e author. | |
| 245 | 1 | 0 | |a Graphical models : |b representations for learning, reasoning and data mining / |c Christian Borgelt, Matthias Steinbrecher & Rudolf Kruse. |
| 250 | |a Second edition. | ||
| 264 | 1 | |a Chichester, West Sussex, United Kingdom : |b John Wiley, |c 2009. | |
| 300 | |a 1 online resource (viii, 393 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Wiley series in computational statistics | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Graphical Models; Contents; Preface; 1 Introduction; 2 Imprecision and Uncertainty; 3 Decomposition; 4 Graphical Representation; 5 Computing Projections; 6 Naive Classifiers; 7 Learning Global Structure; 8 Learning Local Structure; 9 Inductive Causation; 10 Visualization; 11 Applications; A Proofs of Theorems; B Software Tools; Bibliography; Index. | |
| 520 | |a Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to include the latest research in this burgeoning field, including a new chapter on visualization. The text provides graduate students, and researchers with all the necessary background material, including modelling under uncertainty, decomposition of distributions, graphical representation of distributi. | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Data mining. | |
| 650 | 0 | |a Mathematical statistics |x Graphic methods. | |
| 650 | 2 | |a Data Mining | |
| 650 | 6 | |a Exploration de données (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Database Management |x Data Mining. |2 bisacsh | |
| 650 | 7 | |a Data mining |2 fast | |
| 650 | 7 | |a Mathematical statistics |x Graphic methods |2 fast | |
| 700 | 1 | |a Steinbrecher, Matthias, |e author. | |
| 700 | 1 | |a Kruse, Rudolf, |e author. | |
| 758 | |i has work: |a Graphical models (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGGRChTR4DQdDk6ycrmDFX |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |a Borgelt, Christian. |t Graphical models. |b 2nd ed. |d Chichester, West Sussex, UK : John Wiley, 2009 |z 9780470722107 |w (DLC) 2009028756 |w (OCoLC)368051801 |
| 830 | 0 | |a Wiley series in computational statistics. | |
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