Cover Image

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.

Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Taniar, David., Iwan, Lukman Hakim, 1976-
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), 2011.
Subjects:
Data mining.
Web usage mining.
Association rules
Business intelligence
Classification
Data aggregation
Decision making
Market basket analysis
Modeling
Patterns and pattern mining
Regression
Results validation
Online Access:Chapter PDFs via platform:
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020 # # |a 9781613504758 (ebook) 
020 # # |z 9781613504741 (hbk.) 
020 # # |z 9781613504765 (print & perpetual access) 
024 7 # |a 10.4018/978-1-61350-474-1  |2 doi 
035 # # |a (CaBNVSL)gtp00550245 
035 # # |a (OCoLC)764497397 
040 # # |a CaBNVSL  |c CaBNVSL  |d CaBNVSL 
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245 0 0 |a Exploring advances in interdisciplinary data mining and analytics  |b new trends /  |c David Taniar and Lukman Hakim Iwan, editors.  |h [electronic resource] : 
260 # # |a Hershey, Pa. :  |b IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA),  |c 2011. 
300 # # |a electronic texts (289 p.) :  |b digital files. 
504 # # |a Includes bibliographical references. 
505 0 # |a 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 -- 
505 8 # |a 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. 
506 # # |a Restricted to subscribers or individual electronic text purchasers. 
520 3 # |a "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. 
530 # # |a Also available in print. 
538 # # |a Mode of access: World Wide Web. 
588 # # |a Description based on title screen (IGI Global, viewed November 19, 2011). 
650 # 0 |a Data mining. 
650 # 0 |a Web usage mining. 
653 # # |a Association rules 
653 # # |a Business intelligence 
653 # # |a Classification 
653 # # |a Data aggregation 
653 # # |a Decision making 
653 # # |a Market basket analysis 
653 # # |a Modeling 
653 # # |a Patterns and pattern mining 
653 # # |a Regression 
653 # # |a Results validation 
700 1 # |a Taniar, David. 
700 1 # |a Iwan, Lukman Hakim,  |d 1976- 
710 2 # |a IGI Global. 
776 0 # |c (Original)  |w (DLC)2011043675 
776 0 8 |i Print version:  |w (DLC) 2011043675  |z 9781613504741  |z 1613504748 
856 4 1 |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61350-474-1  |3 Chapter PDFs via platform: 

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