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ECML
2007
Springer
13 years 12 months ago
Roulette Sampling for Cost-Sensitive Learning
In this paper, we propose a new and general preprocessor algorithm, called CSRoulette, which converts any cost-insensitive classification algorithms into cost-sensitive ones. CSRou...
Victor S. Sheng, Charles X. Ling
DMIN
2006
122views Data Mining» more  DMIN 2006»
13 years 7 months ago
Cost-Sensitive Analysis in Multiple Time Series Prediction
- In this paper we propose a new methodology for Cost-Benefit analysis in a multiple time series prediction problem. The proposed model is evaluated in a real world application bas...
Chamila Walgampaya, Mehmed M. Kantardzic
SDM
2010
SIAM
218views Data Mining» more  SDM 2010»
13 years 7 months ago
Confidence-Based Feature Acquisition to Minimize Training and Test Costs
We present Confidence-based Feature Acquisition (CFA), a novel supervised learning method for acquiring missing feature values when there is missing data at both training and test...
Marie desJardins, James MacGlashan, Kiri L. Wagsta...
GI
2009
Springer
13 years 3 months ago
Test your Strategy - Intuitive Strategy Definition and Evaluation for Novices and Experts
: ConnectIT uses a graphical representation to express strategies for playing the connect-four game. With this tool we can transfer complex knowledge about the connect-four game it...
Sven Jörges, Marco Bakera, Tiziana Margaria, ...
ITC
2003
IEEE
113views Hardware» more  ITC 2003»
13 years 11 months ago
Simultaneous Bidirectional Test Data Flow for a Low-cost Wafer Test Strategy
A two-wire test strategy with simultaneous bidirectional data flow and an independent clock line enables very high site count low-cost wafer probing.
Burnell G. West