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» Refactoring Process Models in Large Process Repositories
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VISUALIZATION
1998
IEEE
15 years 7 months ago
Fast and memory efficient polygonal simplification
Conventional wisdom says that in order to produce high-quality simplified polygonal models, one must retain and use information about the original model during the simplification ...
Peter Lindstrom, Greg Turk
133
Voted
SDM
2009
SIAM
144views Data Mining» more  SDM 2009»
16 years 19 days ago
On Segment-Based Stream Modeling and Its Applications.
The primary constraint in the effective mining of data streams is the large volume of data which must be processed in real time. In many cases, it is desirable to store a summary...
Charu C. Aggarwal
126
Voted
BMCBI
2008
120views more  BMCBI 2008»
15 years 3 months ago
A protein interaction based model for schizophrenia study
Background: Schizophrenia is a complex disease with multiple factors contributing to its pathogenesis. In addition to environmental factors, genetic factors may also increase susc...
Pei-Chun Hsu, Ueng-Cheng Yang, Kuan-Hui Shih, Chih...
127
Voted
ECML
2007
Springer
15 years 9 months ago
Additive Groves of Regression Trees
We present a new regression algorithm called Additive Groves and show empirically that it is superior in performance to a number of other established regression methods. A single G...
Daria Sorokina, Rich Caruana, Mirek Riedewald
IJCNN
2006
IEEE
15 years 9 months ago
A Variational EM Approach to Predicting Uncertainty in Supervised Learning
— In many applications of supervised learning, the conditional average of the target variables is not sufficient for prediction. The dependencies between the explanatory variabl...
Markus Harva