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SIGKDD
2002
83views more  SIGKDD 2002»
13 years 10 months ago
Towards Effective and Interpretable Data Mining by Visual Interaction
The primary aim of most data mining algorithms is to facilitate the discovery of concise and interpretable information from large amounts of data. However, many of the current for...
Charu C. Aggarwal
ICDM
2002
IEEE
132views Data Mining» more  ICDM 2002»
14 years 3 months ago
Speed-up Iterative Frequent Itemset Mining with Constraint Changes
Mining of frequent itemsets is a fundamental data mining task. Past research has proposed many efficient algorithms for the purpose. Recent work also highlighted the importance of...
Gao Cong, Bing Liu
ADBIS
2001
Springer
115views Database» more  ADBIS 2001»
14 years 3 months ago
Interactive Constraint-Based Sequential Pattern Mining
Data mining is an interactive and iterative process. It is very likely that a user will execute a series of similar queries differing in pattern constraints and mining parameters,...
Marek Wojciechowski
CHI
2009
ACM
14 years 5 months ago
Tracking behavior in persuasive apps: is sensor-based detection always better than user self-reporting?
This paper aims to discuss the roles for the two types of tracking user behavior. Considering these two types of tracking, sensor based recognition has a great advantage when sens...
Miyuki Shiraishi, Yasuyuki Washio, Chihiro Takayam...
KDD
2004
ACM
125views Data Mining» more  KDD 2004»
14 years 11 months ago
Differential Association Rule Mining for the Study of Protein-Protein Interaction Networks
Protein-protein interactions are of great interest to biologists. A variety of high-throughput techniques have been devised, each of which leads to a separate definition of an int...
Christopher Besemann, Anne Denton, Ajay Yekkirala,...