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KDD
2005
ACM
205views Data Mining» more  KDD 2005»
16 years 8 days ago
Feature bagging for outlier detection
Outlier detection has recently become an important problem in many industrial and financial applications. In this paper, a novel feature bagging approach for detecting outliers in...
Aleksandar Lazarevic, Vipin Kumar
KDD
2005
ACM
107views Data Mining» more  KDD 2005»
16 years 8 days ago
Cross-relational clustering with user's guidance
Clustering is an essential data mining task with numerous applications. However, data in most real-life applications are high-dimensional in nature, and the related information of...
Xiaoxin Yin, Jiawei Han, Philip S. Yu
OTM
2005
Springer
16 years 8 days ago
Towards QoS-Awareness of Context-Aware Mobile Applications and Services
In our current connected wireless world, mobile devices are enabled to use various networking facilities. Although this enables mobile users to communicate any time and any place, ...
Katarzyna Wac
OTM
2005
Springer
16 years 8 days ago
Peer-to-Peer Distribution Architectures Providing Uniform Download Rates
Peer-to-peer (P2P) networks have proved to be a powerful and highly scalable alternative to traditional client-server architectures for content distribution. They offer the techni...
Marc Schiely, Pascal Felber
PAKDD
2005
ACM
124views Data Mining» more  PAKDD 2005»
16 years 8 days ago
Finding Sporadic Rules Using Apriori-Inverse
We define sporadic rules as those with low support but high confidence: for example, a rare association of two symptoms indicating a rare disease. To find such rules using the w...
Yun Sing Koh, Nathan Rountree