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ICIP
2010
IEEE
13 years 8 months ago
Building Emerging Pattern (EP) Random forest for recognition
The Random forest classifier comes to be the working horse for visual recognition community. It predicts the class label of an input data by aggregating the votes of multiple tree...
Liang Wang, Yizhou Wang, Debin Zhao
SIGKDD
2010
128views more  SIGKDD 2010»
13 years 5 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
ER
2004
Springer
104views Database» more  ER 2004»
14 years 4 months ago
Enterprise Modeling with Conceptual XML
An open challenge is to integrate XML and conceptual modeling in order to satisfy large-scale enterprise needs. Because enterprises typically have many data sources using differe...
David W. Embley, Stephen W. Liddle, Reema Al-Kamha
DEXAW
2003
IEEE
110views Database» more  DEXAW 2003»
14 years 3 months ago
Methodology and Tools to Support Storytelling in Cultural Heritage Forums
Storytelling is a method by which members of a community communicate, learn and build identity. In the CIPHER project we aim to provide customisable tools for the sharing of stori...
Trevor D. Collins, Paul Mulholland, David Bradbury...
CHI
2005
ACM
14 years 11 months ago
Applying the lessons of the attack on the world trade center, 11th September 2001, to the design and use of interactive evacuati
The collapse of buildings, such as terminal 2E at Paris' Charles de Gaule Airport, and of fires, such as the Rhode Island, Station Night Club tragedy, has focused public atte...
C. W. Johnson