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» On the Hardness of Approximate Reasoning
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189
Voted
LICS
2007
IEEE
16 years 1 months ago
Limits of Multi-Discounted Markov Decision Processes
Markov decision processes (MDPs) are controllable discrete event systems with stochastic transitions. The payoff received by the controller can be evaluated in different ways, dep...
Hugo Gimbert, Wieslaw Zielonka
200
Voted
ILP
2007
Springer
16 years 1 months ago
Bias/Variance Analysis for Relational Domains
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
168
Voted
RR
2007
Springer
16 years 1 months ago
A Semantic Framework for Language Layering in WSML
Abstract. WSML presents a framework encompassing different language variants, rooted in Description Logics and (F-)Logic Programming. So far, the precise relationships between thes...
Jos de Bruijn, Stijn Heymans
186
Voted
CSFW
2006
IEEE
16 years 1 months ago
Decentralized Robustness
Robustness links confidentiality and integrity properties of a computing system and has been identified as a useful property for characterizing and enforcing security. Previous ...
Stephen Chong, Andrew C. Myers
174
Voted
GLOBECOM
2006
IEEE
16 years 1 months ago
Scalable Hierarchical Traceback
—Distributed Denial of Service attacks have recently emerged as one of the most potent, if not the greatest, weaknesses of the Internet. Previous solutions for this problem try t...
Arjan Durresi, Vamsi Paruchuri