Exploring advances in interdisciplinary data mining and analytics: new trends
"This book is an updated look at the state of technology in the field of data mining and analytics offering the latest technological, analytical, ethical, and commercial perspectives on topics in data mining" - Provided by publisher
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey PA
Information Science Reference
[2012]
|
| Schriftenreihe: | Premier reference source
|
| Schlagworte: | |
| Online-Zugang: | DE-706 DE-1049 DE-898 DE-1050 DE-83 Volltext |
| Zusammenfassung: | "This book is an updated look at the state of technology in the field of data mining and analytics offering the latest technological, analytical, ethical, and commercial perspectives on topics in data mining" - Provided by publisher |
| Beschreibung: | Includes bibliographical references |
| Beschreibung: | 1 Online-Ressource (xxvii, 325 Seiten) |
| ISBN: | 9781613504758 9781613504765 |
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| spelling | Exploring advances in interdisciplinary data mining and analytics new trends David Taniar (Monash University, Australia), Lukman Hakim Iwan (RMIT University, Australia) Hershey PA Information Science Reference [2012] © 2012 1 Online-Ressource (xxvii, 325 Seiten) txt rdacontent c rdamedia cr rdacarrier Premier reference source Includes bibliographical references 1. Investigating the properties of a social bookmarking and tagging network / Ralitsa Angelova ... [et al.] -- 2. The dynamics of content popularity in social media / Symeon Papadopoulos, Athena Vakali and Ioannis Kompatsiaris -- 3. Detecting trends in social bookmarking systems: a del.icio.us endeavor / Robert Wetzker, Carsten Zimmermann and Christian Bauckhage -- 4. Mining frequent generalized patterns for Web personalization in the presence of taxonomies / Panagiotis Giannikopoulos, Iraklis Varlamis and Magdalini Eirinaki -- 5. An efficient method for discretizing continuous attributes / Kelley M. Engle and Aryya Gangopadhyay -- 6. Dimensionality reduction with unsupervised feature selection and applying non-euclidean norms for classification accuracy / Amit Saxena and John Wang -- 7. Graph-based modelling of concurrent sequential patterns / Jing Lu, Weiru Chen and Malcolm Keech -- 8. User-centric similarity and proximity measures for spatial personalization / Yanwu Yang ... [et al.] -- 9. Estimating semi-parametric missing values with iterative imputation / Shichao Zhang -- 10. Exploring disease association from the NHANES data: data mining, pattern summarization, and visual analytics / Zhengzheng Xing and Jian Pei -- 11. Classification of peer-to-peer traffic using a two-stage window-based classifier with fast decision tree and ip layer attributes / Bijan Raahemi and Ali Mumtaz -- 12. Constrained cube lattices for multidimensional database mining / Alain Casali ... [et al.] -- 13. ASCCN: arbitrary shaped clustering method with compatible nucleoids / Renxia Wan, Lixin Wang and Xiaoke Su -- 14. A new similarity metric for sequential data / Pradeep Kumar, Bapi S. Raju and P. Radha Krishna -- 15. When spatial analysis meets OLAP: multidimensional model and operators / Sandro Bimonte ... [et al.] -- 16. Combining kNN imputation and bootstrap calibrated: empirical likelihood for incomplete data analysis / Yongsong Qin, Shichao Zhang and Chengqi Zhang "This book is an updated look at the state of technology in the field of data mining and analytics offering the latest technological, analytical, ethical, and commercial perspectives on topics in data mining" - Provided by publisher Data mining Web usage mining Data Mining (DE-588)4428654-5 gnd rswk-swf World Wide Web (DE-588)4363898-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content World Wide Web (DE-588)4363898-3 s Data Mining (DE-588)4428654-5 s DE-604 Taniar, David 1963- (DE-588)1046525417 edt Iwan, Lukman Hakim edt Erscheint auch als Druck-Ausgabe 978-1-61350-474-1 Erscheint auch als Druck-Ausgabe 1-61350-474-8 http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61350-474-1 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Exploring advances in interdisciplinary data mining and analytics new trends 1. Investigating the properties of a social bookmarking and tagging network / Ralitsa Angelova ... [et al.] -- 2. The dynamics of content popularity in social media / Symeon Papadopoulos, Athena Vakali and Ioannis Kompatsiaris -- 3. Detecting trends in social bookmarking systems: a del.icio.us endeavor / Robert Wetzker, Carsten Zimmermann and Christian Bauckhage -- 4. Mining frequent generalized patterns for Web personalization in the presence of taxonomies / Panagiotis Giannikopoulos, Iraklis Varlamis and Magdalini Eirinaki -- 5. An efficient method for discretizing continuous attributes / Kelley M. Engle and Aryya Gangopadhyay -- 6. Dimensionality reduction with unsupervised feature selection and applying non-euclidean norms for classification accuracy / Amit Saxena and John Wang -- 7. Graph-based modelling of concurrent sequential patterns / Jing Lu, Weiru Chen and Malcolm Keech -- 8. User-centric similarity and proximity measures for spatial personalization / Yanwu Yang ... [et al.] -- 9. Estimating semi-parametric missing values with iterative imputation / Shichao Zhang -- 10. Exploring disease association from the NHANES data: data mining, pattern summarization, and visual analytics / Zhengzheng Xing and Jian Pei -- 11. Classification of peer-to-peer traffic using a two-stage window-based classifier with fast decision tree and ip layer attributes / Bijan Raahemi and Ali Mumtaz -- 12. Constrained cube lattices for multidimensional database mining / Alain Casali ... [et al.] -- 13. ASCCN: arbitrary shaped clustering method with compatible nucleoids / Renxia Wan, Lixin Wang and Xiaoke Su -- 14. A new similarity metric for sequential data / Pradeep Kumar, Bapi S. Raju and P. Radha Krishna -- 15. When spatial analysis meets OLAP: multidimensional model and operators / Sandro Bimonte ... [et al.] -- 16. Combining kNN imputation and bootstrap calibrated: empirical likelihood for incomplete data analysis / Yongsong Qin, Shichao Zhang and Chengqi Zhang Data mining Web usage mining Data Mining (DE-588)4428654-5 gnd World Wide Web (DE-588)4363898-3 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4363898-3 (DE-588)4143413-4 |
| title | Exploring advances in interdisciplinary data mining and analytics new trends |
| title_auth | Exploring advances in interdisciplinary data mining and analytics new trends |
| title_exact_search | Exploring advances in interdisciplinary data mining and analytics new trends |
| title_full | Exploring advances in interdisciplinary data mining and analytics new trends David Taniar (Monash University, Australia), Lukman Hakim Iwan (RMIT University, Australia) |
| title_fullStr | Exploring advances in interdisciplinary data mining and analytics new trends David Taniar (Monash University, Australia), Lukman Hakim Iwan (RMIT University, Australia) |
| title_full_unstemmed | Exploring advances in interdisciplinary data mining and analytics new trends David Taniar (Monash University, Australia), Lukman Hakim Iwan (RMIT University, Australia) |
| title_short | Exploring advances in interdisciplinary data mining and analytics |
| title_sort | exploring advances in interdisciplinary data mining and analytics new trends |
| title_sub | new trends |
| topic | Data mining Web usage mining Data Mining (DE-588)4428654-5 gnd World Wide Web (DE-588)4363898-3 gnd |
| topic_facet | Data mining Web usage mining Data Mining World Wide Web Aufsatzsammlung |
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