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KDD
2004
ACM
148views Data Mining» more  KDD 2004»
16 years 7 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
HICSS
2009
IEEE
177views Biometrics» more  HICSS 2009»
16 years 1 months ago
Intelligent Alarm Processing: From Data Intensive to Information Rich
The requirement for power system operators to respond more efficiently to the stressed power system conditions that may create large number of alarms asks fort advanced alarm proc...
Mladen Kezunovic, Yufan Guan
ICAS
2009
IEEE
169views Robotics» more  ICAS 2009»
16 years 1 months ago
Ontonuts: Reusable Semantic Components for Multi-agent Systems
The volumes of data in information systems are growing drastically. The systems become increasingly complex in trying to handle heterogeneity of ubiquitous components, standards, ...
Sergiy Nikitin, Artem Katasonov, Vagan Y. Terziyan
WAIM
2007
Springer
16 years 1 months ago
Distributed, Hierarchical Clustering and Summarization in Sensor Networks
We propose DHCS, a method of distributed, hierarchical clustering and summarization for online data analysis and mining in sensor networks. Different from the acquisition and aggre...
Xiuli Ma, Shuangfeng Li, Qiong Luo, Dongqing Yang,...
ETFA
2005
IEEE
16 years 23 days ago
Reuse of components in formal modeling and verification of distributed control systems
This paper describes formal modeling and verification of automation systems from the system engineering point of view. Reuse of model components is the key issue in order to bring...
Valeriy Vyatkin, Hans-Michael Hanisch