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IJIS
2000
75views more  IJIS 2000»
15 years 7 months ago
Relating decision under uncertainty and multicriteria decision making models
This short overview paper points out the striking similarity between decision under uncertainty and multicriteria decision making problems, two areas which have been developed in ...
Didier Dubois, Michel Grabisch, François Mo...
IDA
2002
Springer
15 years 7 months ago
Optimization of association rule mining queries
Levelwise algorithms (e.g., the Apriori algorithm) have been proved eective for association rule mining from sparse data. However, in many practical applications, the computation ...
Baptiste Jeudy, Jean-François Boulicaut
JMLR
2002
135views more  JMLR 2002»
15 years 7 months ago
Covering Number Bounds of Certain Regularized Linear Function Classes
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...
Tong Zhang
ML
2002
ACM
168views Machine Learning» more  ML 2002»
15 years 7 months ago
On Average Versus Discounted Reward Temporal-Difference Learning
We provide an analytical comparison between discounted and average reward temporal-difference (TD) learning with linearly parameterized approximations. We first consider the asympt...
John N. Tsitsiklis, Benjamin Van Roy
PAMI
2002
157views more  PAMI 2002»
15 years 7 months ago
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy
A modular system to recognize handwritten numerical strings is proposed. It uses a segmentation-based recognition approach and a Recognition and Verification strategy. The approach...
Luiz E. Soares de Oliveira, Robert Sabourin, Fl&aa...