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SIGMOD
1998
ACM
199views Database» more  SIGMOD 1998»
15 years 10 months ago
MultiMediaMiner: A System Prototype for Multimedia Data Mining
Multimedia data mining is the mining of high-level multimedia information and knowledge from large multimedia databases. A multimedia data mining system prototype, MultiMediaMiner...
Osmar R. Zaïane, Jiawei Han, Ze-Nian Li, Sonn...
ADMA
2006
Springer
112views Data Mining» more  ADMA 2006»
16 years 10 days ago
Finding Time Series Discords Based on Haar Transform
The problem of finding anomaly has received much attention recently. However, most of the anomaly detection algorithms depend on an explicit definition of anomaly, which may be i...
Ada Wai-Chee Fu, Oscar Tat-Wing Leung, Eamonn J. K...
ICDM
2006
IEEE
183views Data Mining» more  ICDM 2006»
16 years 12 days ago
Accelerating Newton Optimization for Log-Linear Models through Feature Redundancy
— Log-linear models are widely used for labeling feature vectors and graphical models, typically to estimate robust conditional distributions in presence of a large number of pot...
Arpit Mathur, Soumen Chakrabarti
KDD
2010
ACM
263views Data Mining» more  KDD 2010»
15 years 10 months ago
Social action tracking via noise tolerant time-varying factor graphs
Users’ behaviors (actions) in a social network are influenced by various factors such as personal interests, social influence, and global trends. However, few publications sys...
Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, Fengj...
IEEEICCI
2006
IEEE
16 years 12 days ago
User-centered Interactive Data Mining
While many data mining models concentrate on automation and efficiency, interactive data mining models focus on adaptive and effective communications between human users and comp...
Yan Zhao, Yaohua Chen, Yiyu Yao