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CINQ
2004
Springer
180views Database» more  CINQ 2004»
14 years 1 months ago
Interactivity, Scalability and Resource Control for Efficient KDD Support in DBMS
The conflict between resource consumption and query performance in the data mining context often has no satisfactory solution. This not only stands in sharp contrast to the need of...
Matthias Gimbel, Michael Klein, Peter C. Lockemann
KDD
2004
ACM
108views Data Mining» more  KDD 2004»
14 years 10 months ago
Density-based spam detector
Kenichi Yoshida, Fuminori Adachi, Takashi Washio, ...
SBIA
2004
Springer
14 years 3 months ago
SKDQL: A Structured Language to Specify Knowledge Discovery Processes and Queries
Tools and techniques used for automatic and smart analysis of huge data repositories of industries, governments, corporations and scientific institutes are the subjects dealt by th...
Marcelino Pereira dos Santos Silva, Jacques Robin
KDD
2004
ACM
148views Data Mining» more  KDD 2004»
14 years 10 months ago
Interestingness of frequent itemsets using Bayesian networks as background knowledge
The paper presents a method for pruning frequent itemsets based on background knowledge represented by a Bayesian network. The interestingness of an itemset is defined as the abso...
Szymon Jaroszewicz, Dan A. Simovici
KDD
2004
ACM
114views Data Mining» more  KDD 2004»
14 years 10 months ago
Mining the space of graph properties
Existing data mining algorithms on graphs look for nodes satisfying specific properties, such as specific notions of structural similarity or specific measures of link-based impor...
Glen Jeh, Jennifer Widom