Data mining patterns: new methods and applications
This book provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world application...
Gespeichert in:
| Weitere Verfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey ; New York
Information Science Reference
[2008]
|
| Schriftenreihe: | Premier reference source
|
| Schlagworte: | |
| Online-Zugang: | DE-706 DE-1049 DE-898 DE-1050 DE-83 URL des Erstveröffentlichers |
| Zusammenfassung: | This book provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world applications. Data Mining Patterns: New Methods and Applications portrays research applications in data models, techniques and methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming, incremental mining, and many other topics |
| Beschreibung: | Includes bibliographical references (p. 276-296) and index |
| Beschreibung: | 1 Online-Ressource (xiv, 307 Seiten) |
| ISBN: | 9781599041643 |
Internformat
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| 245 | 1 | 0 | |a Data mining patterns |b new methods and applications |c Pascal Poncelet (Ecole des Mines d'Ales, France), Maguelonne Teisseire (Université Montpellier, France), Florent Masseglia (Inria, France) |
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| 505 | 8 | |a 1. Metric methods in data mining / Dan Simovici -- 2. Bi-directional constraint pushing in frequent pattern mining / Osmar Za iane, Mohammed El-Hajj -- 3. Mining hyperclique patterns / Hui Xiong, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou -- 4. Pattern discovery in biosequences / Simona Rombo, Luigi Palopoli -- 5. Finding patterns in class-labeled data using data visualization / Gregor Leban, Minca Mramor, Bla z Zupan, Janez Dem sar, Ivan Bratko -- 6. Summarizing data cubes using blocks / Yeow Choong, Anne Laurent, Dominique Laurent -- 7. Social network mining from the web / Yutaka Matsuo, Junichiro Mori, Mitsuru Ishizuka -- 8. Discovering spatio-textual association rules in document images / Donato Malerba, Margherita Berardi, Michelangelo Ceci -- 9. Mining XML documents / Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Rousset, Alexandre Termier, Anne-Marie Vercoustre -- 10. Topic and cluster evolution over noisy document streams / Sascha Schulz, Myra Spiliopoulou, Rene Schult -- 11. Discovery of latent patterns with hierarchical bayesian mixed-membership models and the issue of model choice / Cyrille Joutard, Edoardo Airoldi, Stephen E. Fienberg, Tanzy Love | |
| 520 | |a This book provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world applications. Data Mining Patterns: New Methods and Applications portrays research applications in data models, techniques and methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming, incremental mining, and many other topics | ||
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| contents | 1. Metric methods in data mining / Dan Simovici -- 2. Bi-directional constraint pushing in frequent pattern mining / Osmar Za iane, Mohammed El-Hajj -- 3. Mining hyperclique patterns / Hui Xiong, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou -- 4. Pattern discovery in biosequences / Simona Rombo, Luigi Palopoli -- 5. Finding patterns in class-labeled data using data visualization / Gregor Leban, Minca Mramor, Bla z Zupan, Janez Dem sar, Ivan Bratko -- 6. Summarizing data cubes using blocks / Yeow Choong, Anne Laurent, Dominique Laurent -- 7. Social network mining from the web / Yutaka Matsuo, Junichiro Mori, Mitsuru Ishizuka -- 8. Discovering spatio-textual association rules in document images / Donato Malerba, Margherita Berardi, Michelangelo Ceci -- 9. Mining XML documents / Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Rousset, Alexandre Termier, Anne-Marie Vercoustre -- 10. Topic and cluster evolution over noisy document streams / Sascha Schulz, Myra Spiliopoulou, Rene Schult -- 11. Discovery of latent patterns with hierarchical bayesian mixed-membership models and the issue of model choice / Cyrille Joutard, Edoardo Airoldi, Stephen E. Fienberg, Tanzy Love |
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| spelling | Data mining patterns new methods and applications Pascal Poncelet (Ecole des Mines d'Ales, France), Maguelonne Teisseire (Université Montpellier, France), Florent Masseglia (Inria, France) Hershey ; New York Information Science Reference [2008] © 2008 1 Online-Ressource (xiv, 307 Seiten) txt rdacontent c rdamedia cr rdacarrier Premier reference source Includes bibliographical references (p. 276-296) and index 1. Metric methods in data mining / Dan Simovici -- 2. Bi-directional constraint pushing in frequent pattern mining / Osmar Za iane, Mohammed El-Hajj -- 3. Mining hyperclique patterns / Hui Xiong, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou -- 4. Pattern discovery in biosequences / Simona Rombo, Luigi Palopoli -- 5. Finding patterns in class-labeled data using data visualization / Gregor Leban, Minca Mramor, Bla z Zupan, Janez Dem sar, Ivan Bratko -- 6. Summarizing data cubes using blocks / Yeow Choong, Anne Laurent, Dominique Laurent -- 7. Social network mining from the web / Yutaka Matsuo, Junichiro Mori, Mitsuru Ishizuka -- 8. Discovering spatio-textual association rules in document images / Donato Malerba, Margherita Berardi, Michelangelo Ceci -- 9. Mining XML documents / Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Rousset, Alexandre Termier, Anne-Marie Vercoustre -- 10. Topic and cluster evolution over noisy document streams / Sascha Schulz, Myra Spiliopoulou, Rene Schult -- 11. Discovery of latent patterns with hierarchical bayesian mixed-membership models and the issue of model choice / Cyrille Joutard, Edoardo Airoldi, Stephen E. Fienberg, Tanzy Love This book provides an overall view of the recent solutions for mining, and also explores new kinds of patterns. This book offers theoretical frameworks and presents challenges and their possible solutions concerning pattern extractions, emphasizing both research techniques and real-world applications. Data Mining Patterns: New Methods and Applications portrays research applications in data models, techniques and methodologies for mining patterns, multi-relational and multidimensional pattern mining, fuzzy data mining, data streaming, incremental mining, and many other topics Data mining Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s DE-604 Poncelet, Pascal edt Teisseire, Maguelonne edt Masseglia, Florent edt Erscheint auch als Druck-Ausgabe 978-1-59904-162-9 Erscheint auch als Druck-Ausgabe 1-59904-162-6 Erscheint auch als Druck-Ausgabe 978-1-61692-651-9 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59904-162-9 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Data mining patterns new methods and applications 1. Metric methods in data mining / Dan Simovici -- 2. Bi-directional constraint pushing in frequent pattern mining / Osmar Za iane, Mohammed El-Hajj -- 3. Mining hyperclique patterns / Hui Xiong, Pang-Ning Tan, Vipin Kumar, Wenjun Zhou -- 4. Pattern discovery in biosequences / Simona Rombo, Luigi Palopoli -- 5. Finding patterns in class-labeled data using data visualization / Gregor Leban, Minca Mramor, Bla z Zupan, Janez Dem sar, Ivan Bratko -- 6. Summarizing data cubes using blocks / Yeow Choong, Anne Laurent, Dominique Laurent -- 7. Social network mining from the web / Yutaka Matsuo, Junichiro Mori, Mitsuru Ishizuka -- 8. Discovering spatio-textual association rules in document images / Donato Malerba, Margherita Berardi, Michelangelo Ceci -- 9. Mining XML documents / Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie Rousset, Alexandre Termier, Anne-Marie Vercoustre -- 10. Topic and cluster evolution over noisy document streams / Sascha Schulz, Myra Spiliopoulou, Rene Schult -- 11. Discovery of latent patterns with hierarchical bayesian mixed-membership models and the issue of model choice / Cyrille Joutard, Edoardo Airoldi, Stephen E. Fienberg, Tanzy Love Data mining Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Data mining patterns new methods and applications |
| title_auth | Data mining patterns new methods and applications |
| title_exact_search | Data mining patterns new methods and applications |
| title_full | Data mining patterns new methods and applications Pascal Poncelet (Ecole des Mines d'Ales, France), Maguelonne Teisseire (Université Montpellier, France), Florent Masseglia (Inria, France) |
| title_fullStr | Data mining patterns new methods and applications Pascal Poncelet (Ecole des Mines d'Ales, France), Maguelonne Teisseire (Université Montpellier, France), Florent Masseglia (Inria, France) |
| title_full_unstemmed | Data mining patterns new methods and applications Pascal Poncelet (Ecole des Mines d'Ales, France), Maguelonne Teisseire (Université Montpellier, France), Florent Masseglia (Inria, France) |
| title_short | Data mining patterns |
| title_sort | data mining patterns new methods and applications |
| title_sub | new methods and applications |
| topic | Data mining Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data mining Data Mining Aufsatzsammlung |
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