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AI
2008
Springer
15 years 9 months ago
Some Simplified Forms of Reasoning with Distance-Based Entailments
Distance semantics is a robust way of handling dynamically evolving and possibly contradictory information. In this paper we show that in many cases distance-based entailments can ...
Ofer Arieli, Anna Zamansky
BIRTHDAY
2008
Springer
15 years 9 months ago
Checking Temporal Properties of Discrete, Timed and Continuous Behaviors
We survey some of the problems associated with checking whether a given behavior (a sequence, a Boolean signal or a continuous signal) satisfies a property specified in an appropri...
Oded Maler, Dejan Nickovic, Amir Pnueli
CGO
2008
IEEE
15 years 9 months ago
Pipa: pipelined profiling and analysis on multi-core systems
Dynamic instrumentation systems are gaining popularity as means of constructing customized program profiling and analysis tools. However, dynamic instrumentation based analysis to...
Qin Zhao, Ioana Cutcutache, Weng-Fai Wong
ECML
2006
Springer
15 years 9 months ago
Reinforcement Learning for MDPs with Constraints
In this article, I will consider Markov Decision Processes with two criteria, each defined as the expected value of an infinite horizon cumulative return. The second criterion is e...
Peter Geibel
DAWAK
2008
Springer
15 years 9 months ago
Selective Pre-processing of Imbalanced Data for Improving Classification Performance
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
Jerzy Stefanowski, Szymon Wilk