Exploring advances in interdisciplinary data mining and analytics new trends
题名:
Exploring advances in interdisciplinary data mining and analytics new trends
ISBN:
9781613504758
PRODUCTION_INFO:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2012.
物理描述:
electronic texts (289 p.) : digital files.
内容:
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.
摘要:
"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.
语言:
英文