This book constitutes the thoroughly refereed postproceedings of the Second International Workshop on Active Mining, AM 2003, held in Maebashi, Japan, in October 2003 as a satellite workshop of ISMIS 2003.
The 16 revised full papers presented together with 2 tutorial papers and an overview of the Japanese Active Mining Project went through 2 rounds of reviewing and improvement and were selected from initialy 38 submissions. The papers are organized in topical sections on active information collection, active data mining, and active user reaction. Many current aspects of active mining...
This book constitutes the thoroughly refereed postproceedings of the Second International Workshop on Active Mining, AM 2003, held in Maebashi, Jap...
Runhe Huang, Ali A. Ghorbani, Takahira Yamaguchi, Gabriella Pasi, Neil Yen, Beihong Jin
Contents: Active Media Data Mining and Machine Learning Techniques.- Movie Genre Classification Using SVM with Audio and Video Features.- Automatic Player Behavior Analyses from Baseball Broadcast Videos.- Hot Topic Detection in News Blogs from the Perspective of W2T.- A Clustering Ensemble Based on a Modified Normalized Mutual Information Metric.- Influence of Erroneous Pairwise Constraints in Semi-supervised Clustering.-
Contents: Active Media Data Mining and Machine Learning Techniques.- Movie Genre Classification Using SVM with Audio and Video Features.- Automatic Pl...
