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ECML
2005
Springer
14 years 2 months ago
Model Selection in Omnivariate Decision Trees
We propose an omnivariate decision tree architecture which contains univariate, multivariate linear or nonlinear nodes, matching the complexity of the node to the complexity of the...
Olcay Taner Yildiz, Ethem Alpaydin
HYBRID
2003
Springer
14 years 1 months ago
Automated Symbolic Reachability Analysis; with Application to Delta-Notch Signaling Automata
Abstract. This paper describes the implementation of predicate abstraction techniques to automatically compute symbolic backward reachable sets of high dimensional piecewise affine...
Ronojoy Ghosh, Ashish Tiwari, Claire Tomlin
ICML
1999
IEEE
14 years 9 months ago
The Alternating Decision Tree Learning Algorithm
The applicationofboosting procedures to decision tree algorithmshas been shown to produce very accurate classi ers. These classiers are in the form of a majority vote over a numbe...
Yoav Freund, Llew Mason
TCAD
2010
135views more  TCAD 2010»
13 years 3 months ago
DeFer: Deferred Decision Making Enabled Fixed-Outline Floorplanning Algorithm
In this paper, we present DeFer--a fast, high-quality, scalable, and nonstochastic fixed-outline floorplanning algorithm. DeFer generates a nonslicing floorplan by compacting a sli...
Jackey Z. Yan, Chris Chu
ICDE
2009
IEEE
151views Database» more  ICDE 2009»
14 years 10 months ago
Decision Trees for Uncertain Data
Traditional decision tree classifiers work with data whose values are known and precise. We extend such classifiers to handle data with uncertain information, which originates from...
Smith Tsang, Ben Kao, Kevin Y. Yip, Wai-Shing Ho, ...