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ICTAI
2009
IEEE
14 years 10 months ago
Real-Valued Feature Selection by Mutual Information of Order 2
The selection of features for classification, clustering and approximation is an important task in pattern recognition, data mining and soft computing. For real-valued features, th...
Rüdiger W. Brause
87
Voted
ICDM
2006
IEEE
140views Data Mining» more  ICDM 2006»
15 years 6 months ago
Mining the Future: Predicting Itemsets' Support of Association Rules Mining
This paper proposes a novel research dimension in the field of data mining, which is mining the future data before its arrival, or in other words: predicting association rules ahe...
Shenoda Guirguis, Khalil M. Ahmed, Nagwa M. El-Mak...
105
Voted
BMCBI
2007
113views more  BMCBI 2007»
15 years 24 days ago
Learning biophysically-motivated parameters for alpha helix prediction
Background: Our goal is to develop a state-of-the-art protein secondary structure predictor, with an intuitive and biophysically-motivated energy model. We treat structure predict...
Blaise Gassend, Charles W. O'Donnell, William Thie...
161
Voted
PAMI
2007
186views more  PAMI 2007»
15 years 9 days ago
Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
Jesse Hoey, James J. Little
84
Voted
AAAI
2006
15 years 2 months ago
Predicting Task-Specific Webpages for Revisiting
With the increased use of the web has come a corresponding increase in information overload that users face when trying to locate specific webpages, especially as a majority of vi...
Arwen Twinkle Lettkeman, Simone Stumpf, Jed Irvine...