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AIPS
2010
14 years 1 months ago
Classical Planning in MDP Heuristics: with a Little Help from Generalization
Heuristic functions make MDP solvers practical by reducing their time and memory requirements. Some of the most effective heuristics (e.g., the FF heuristic function) first determ...
Andrey Kolobov, Mausam, Daniel S. Weld
ICSE
2010
IEEE-ACM
14 years 27 days ago
SMT-based bounded model checking for multi-threaded software in embedded systems
The transition from single-core to multi-core processors has made multi-threaded software an important subject over the last years in computer-aided verification. Model checkers ...
Lucas Cordeiro
MMB
2010
Springer
180views Communications» more  MMB 2010»
14 years 27 days ago
ResiLyzer: A Tool for Resilience Analysis in Packet-Switched Communication Networks
We present a tool for the analysis of fault-tolerance in packet-switched communication networks. Network elements like links or routers can fail or unexpected traffic surges may o...
David Hock, Michael Menth, Matthias Hartmann, Chri...
IWMM
2010
Springer
140views Hardware» more  IWMM 2010»
14 years 21 days ago
Parametric inference of memory requirements for garbage collected languages
The accurate prediction of program's memory requirements is a critical component in software development. Existing heap space analyses either do not take deallocation into ac...
Elvira Albert, Samir Genaim, Miguel Gómez-Z...
SDM
2010
SIAM
226views Data Mining» more  SDM 2010»
14 years 11 days ago
Two-View Transductive Support Vector Machines
Obtaining high-quality and up-to-date labeled data can be difficult in many real-world machine learning applications, especially for Internet classification tasks like review spam...
Guangxia Li, Steven C. H. Hoi, Kuiyu Chang