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ICML
2006
IEEE
16 years 2 days ago
Fast direct policy evaluation using multiscale analysis of Markov diffusion processes
Policy evaluation is a critical step in the approximate solution of large Markov decision processes (MDPs), typically requiring O(|S|3 ) to directly solve the Bellman system of |S...
Mauro Maggioni, Sridhar Mahadevan
CADE
2009
Springer
15 years 12 months ago
A Term Rewriting Approach to the Automated Termination Analysis of Imperative Programs
Abstract. An approach based on term rewriting techniques for the automated termination analysis of imperative programs operating on integers is presented. An imperative program is ...
Stephan Falke, Deepak Kapur
CSFW
2009
IEEE
15 years 6 months ago
Decidable Analysis for a Class of Cryptographic Group Protocols with Unbounded Lists
Cryptographic protocols are crucial for securing electronic transactions. The confidence in these protocols can be increased by the formal analysis of their security properties. ...
Najah Chridi, Mathieu Turuani, Michaël Rusino...
ICAPR
2009
Springer
15 years 5 months ago
Relevant and Redundant Feature Analysis with Ensemble Classification
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
Rakkrit Duangsoithong, Terry Windeatt
RSFDGRC
2009
Springer
15 years 5 months ago
Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis
Abstract. Both fuzzy set theory and rough set theory play an important role in data-driven, systems modelling and analysis. They have been successfully applied to building various ...
Qiang Shen