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SDM
2009
SIAM
114views Data Mining» more  SDM 2009»
14 years 2 months ago
GAD: General Activity Detection for Fast Clustering on Large Data.
In this paper, we propose GAD (General Activity Detection) for fast clustering on large scale data. Within this framework we design a set of algorithms for different scenarios: (...
Jiawei Han, Liangliang Cao, Sangkyum Kim, Xin Jin,...
WSDM
2010
ACM
160views Data Mining» more  WSDM 2010»
14 years 2 months ago
Tagging Human Knowledge
A fundamental premise of tagging systems is that regular users can organize large collections for browsing and other tasks using uncontrolled vocabularies. Until now, that premise...
Paul Heymann, Andreas Paepcke, Hector Garcia-Molin...
KDD
2010
ACM
272views Data Mining» more  KDD 2010»
13 years 3 months ago
Scalable similarity search with optimized kernel hashing
Scalable similarity search is the core of many large scale learning or data mining applications. Recently, many research results demonstrate that one promising approach is creatin...
Junfeng He, Wei Liu, Shih-Fu Chang
MIS
2001
Springer
89views Multimedia» more  MIS 2001»
13 years 9 months ago
Multimedia Metacomputing
The concept of multimedia metacomputing involves the formation of a large scale loosely coupled multiprocessing environment capable of performing complex transformations on media ...
Ulrich Marder, Jernej Kovse
SIGMOD
1998
ACM
271views Database» more  SIGMOD 1998»
13 years 5 months ago
Towards On-Line Analytical Mining in Large Databases
Great e orts have been paid in the Intelligent Database Systems Research Lab for the research and development of e cient data mining methods and construction of on-line analytical...
Jiawei Han