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PAM
2012
Springer
12 years 5 months ago
A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications
Network administrators are faced with the increasingly challenging task of monitoring their network’s health in real time, drawing upon diverse and voluminous measurement data fe...
Lukasz Golab, Theodore Johnson, Subhabrata Sen, Je...
PAKDD
2004
ACM
83views Data Mining» more  PAKDD 2004»
14 years 3 months ago
Providing Diversity in K-Nearest Neighbor Query Results
Abstract. Given a point query Q in multi-dimensional space, K-Nearest Neighbor (KNN) queries return the K closest answers in the database with respect to Q. In this scenario, it is...
Anoop Jain, Parag Sarda, Jayant R. Haritsa
ICDM
2010
IEEE
178views Data Mining» more  ICDM 2010»
13 years 7 months ago
Exploiting Unlabeled Data to Enhance Ensemble Diversity
Ensemble learning aims to improve generalization ability by using multiple base learners. It is well-known that to construct a good ensemble, the base learners should be accurate a...
Min-Ling Zhang, Zhi-Hua Zhou
KDD
2008
ACM
135views Data Mining» more  KDD 2008»
14 years 10 months ago
Influence and correlation in social networks
Aris Anagnostopoulos, Ravi Kumar, Mohammad Mahdian
KDD
2004
ACM
146views Data Mining» more  KDD 2004»
14 years 10 months ago
A Bayesian network framework for reject inference
Andrew T. Smith, Charles Elkan