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» Improving Mining Quality by Exploiting Data Dependency
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KDD
2005
ACM
92views Data Mining» more  KDD 2005»
16 years 5 days ago
Summarizing itemset patterns: a profile-based approach
Frequent-pattern mining has been studied extensively on scalable methods for mining various kinds of patterns including itemsets, sequences, and graphs. However, the bottleneck of...
Xifeng Yan, Hong Cheng, Jiawei Han, Dong Xin
BPM
2009
Springer
258views Business» more  BPM 2009»
15 years 6 months ago
Activity Mining by Global Trace Segmentation
Process Mining is a technology for extracting non-trivial and useful information from execution logs. For example, there are many process mining techniques to automatically discove...
Christian W. Günther, Anne Rozinat, Wil M. P....
JIIS
2006
103views more  JIIS 2006»
14 years 11 months ago
Time-focused clustering of trajectories of moving objects
Spatio-temporal, geo-referenced datasets are growing rapidly, and will be more in the near future, due to both technological and social/commercial reasons. From the data mining vie...
Mirco Nanni, Dino Pedreschi
KDD
2003
ACM
170views Data Mining» more  KDD 2003»
16 years 5 days ago
Efficient decision tree construction on streaming data
Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
Ruoming Jin, Gagan Agrawal
IEEEPACT
2006
IEEE
15 years 5 months ago
Overlapping dependent loads with addressless preload
Modern out-of-order processors with non-blocking caches exploit Memory-Level Parallelism (MLP) by overlapping cache misses in a wide instruction window. The exploitation of MLP, h...
Zhen Yang, Xudong Shi, Feiqi Su, Jih-Kwon Peir