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ICDE
2006
IEEE
152views Database» more  ICDE 2006»
14 years 9 months ago
Mining Actionable Patterns by Role Models
Data mining promises to discover valid and potentially useful patterns in data. Often, discovered patterns are not useful to the user. "Actionability" addresses this pro...
Ke Wang, Yuelong Jiang, Alexander Tuzhilin
ICMI
2004
Springer
152views Biometrics» more  ICMI 2004»
14 years 1 months ago
Exploiting prosodic structuring of coverbal gesticulation
Although gesture recognition has been studied extensively, communicative, affective, and biometrical “utility” of natural gesticulation remains relatively unexplored. One of t...
Sanshzar Kettebekov
ICML
2006
IEEE
14 years 8 months ago
Nightmare at test time: robust learning by feature deletion
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
Amir Globerson, Sam T. Roweis
FIW
2007
157views Communications» more  FIW 2007»
13 years 9 months ago
Managing Feature Interaction by Documenting and Enforcing Dependencies in Software Product Lines
Software product line engineering provides a systematic approach for the reuse of software assets in the production of similar software systems. For such it employs different varia...
Roberto Silveira Silva Filho, David F. Redmiles
KDD
2004
ACM
151views Data Mining» more  KDD 2004»
14 years 8 months ago
Feature selection in scientific applications
Numerous applications of data mining to scientific data involve the induction of a classification model. In many cases, the collection of data is not performed with this task in m...
Erick Cantú-Paz, Shawn Newsam, Chandrika Ka...