Advanced Data Mining and Applications
Subtitle: 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings
By: edited by Shuigeng Zhou, Songmao Zhang, George Karypis
Contributors: Zhang, Songmao; Karypis, George; SpringerLink (Online service)
Series: Lecture Notes in Computer Science -- 7713
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2012
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 795
ISBN-13: 9783642355271
Subjects: Data Mining and Knowledge Discovery; Database management; Information storage and retrieval systems; Information organization; Algorithm Analysis and Problem Complexity; Information retrieval; Information Systems Applications (incl. Internet); Artificial Intelligence (incl. Robotics); Data mining; Computer software; Artificial intelligence; Computer science
Description: This book constitutes the refereed proceedings of the 8th International Conference on Advanced Data Mining and Applications, ADMA 2012, held in Nanjing, China, in December 2012. <br>The 32 regular papers and 32 short papers presented in this volume were carefully reviewed and selected from 168 submissions. They are organized in topical sections named: social media mining; clustering; machine learning: algorithms and applications; classification; prediction, regression and recognition; optimization and approximation; mining time series and streaming data; Web mining and semantic analysis; data mining applications; search and retrieval; information recommendation and hiding; outlier detection; topic modeling; and data cube computing.
Table of contents: title: Social Media Mining; title: Clustering; title: Machine Learning: Algorithms and Applications; title: Classification; title: Prediction, Regression and Recognition; title: Optimization and Approximation; title: Mining Time Series and Streaming Data; title: Web Mining and Semantic Analysis; title: Data Mining Applications; title: Search and Retrieval; title: Information Recommendation and Hiding; title: Outlier Detection; title: Topic Modeling; title: Data Cube Computing.