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DAWAK
2005
Springer
15 years 6 months ago
Optimizing a Sequence of Frequent Pattern Queries
Discovery of frequent patterns is a very important data mining problem with numerous applications. Frequent pattern mining is often regarded as advanced querying where a user speci...
Mikolaj Morzy, Marek Wojciechowski, Maciej Zakrzew...
83
Voted
ML
1998
ACM
113views Machine Learning» more  ML 1998»
15 years 12 days ago
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
Miroslav Kubat, Robert C. Holte, Stan Matwin
118
Voted
IQIS
2005
ACM
15 years 6 months ago
Exploiting relationships for object consolidation
Researchers in the data mining area frequently have to spend significant portion of their time on preprocessing the data in order to apply their algorithms to real-world datasets...
Zhaoqi Chen, Dmitri V. Kalashnikov, Sharad Mehrotr...
182
Voted
ICMCS
2008
IEEE
167views Multimedia» more  ICMCS 2008»
15 years 7 months ago
Statistical processing of video for detection of events in space and time
Recently, advanced video processing systems have been developed for numerous applications, such as surveillance, tracking, monitoring, object and event detection. The large size o...
Alexia Briassouli, Ioannis Kompatsiaris
111
Voted
ICDM
2008
IEEE
184views Data Mining» more  ICDM 2008»
15 years 7 months ago
Bayesian Co-clustering
In recent years, co-clustering has emerged as a powerful data mining tool that can analyze dyadic data connecting two entities. However, almost all existing co-clustering techniqu...
Hanhuai Shan, Arindam Banerjee