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AAAI
2008
15 years 6 months ago
A Variance Analysis for POMDP Policy Evaluation
Partially Observable Markov Decision Processes have been studied widely as a model for decision making under uncertainty, and a number of methods have been developed to find the s...
Mahdi Milani Fard, Joelle Pineau, Peng Sun
127
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DLT
2004
15 years 5 months ago
An Efficient Pattern Matching Algorithm on a Subclass of Context Free Grammars
There is a close relationship between formal language theory and data compression. Since 1990's various types of grammar-based text compression algorithms have been introduced...
Shunsuke Inenaga, Ayumi Shinohara, Masayuki Takeda
155
Voted
CE
2008
160views more  CE 2008»
15 years 3 months ago
Data mining in course management systems: Moodle case study and tutorial
Educational data mining is an emerging discipline, concerned with developing methods for exploring the unique types of data that come from the educational context. This work is a ...
Cristóbal Romero, Sebastián Ventura,...
125
Voted
FOSSACS
2008
Springer
15 years 5 months ago
Footprints in Local Reasoning
Local reasoning about programs exploits the natural local behaviour common in programs by focussing on the footprint - that part of the resource accessed by the program. We address...
Mohammad Raza, Philippa Gardner
108
Voted
ICML
2006
IEEE
16 years 4 months ago
Nightmare at test time: robust learning by feature deletion
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
Amir Globerson, Sam T. Roweis