Advanced Data Mining and Applications 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Zhou, Shuigeng (Editor), Zhang, Songmao (Editor), Karypis, George (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Lecture Notes in Computer Science, 7713
• Subjects: Computer science.; Algorithms.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; Database Management.; Algorithm Analysis and Problem Complexity.; Data Mining and Knowledge Discovery.

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. The 32 regular papers and 32 short papers presented in this volume were carefully reviewed and selected from 168 submissio...

Table of Contents:

• 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
• Data Cube Computing.