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JMLR
2010
95views more  JMLR 2010»
13 years 3 months ago
Feature Extraction for Machine Learning: Logic-Probabilistic Approach
The paper analyzes peculiarities of preprocessing of learning data represented in object data bases constituted by multiple relational tables with ontology on top of it. Exactly s...
Vladimir Gorodetsky, Vladimir Samoilov
ESWS
2007
Springer
14 years 25 days ago
Towards Novel Techniques for Reasoning in Expressive Description Logics based on Binary Decision Diagrams
We propose to design and study new techniques for description logic (DL) reasoning based on a prominent data structure that has been applied very successfully in various domains in...
Uwe Keller
CONCUR
2009
Springer
14 years 26 days ago
Time-Bounded Verification
Abstract. We study the decidability and complexity of verification problems for timed automata over time intervals of fixed, bounded length. One of our main results is that time-bo...
Joël Ouaknine, Alexander Rabinovich, James Wo...
AAAI
1994
13 years 10 months ago
Conditional Logics of Belief Change
The study of belief change has been an active area in philosophy and AI.In recent years two special cases ofbelief change, belief revision and belief update, have been studied in ...
Nir Friedman, Joseph Y. Halpern
CAV
2007
Springer
86views Hardware» more  CAV 2007»
14 years 3 months ago
From Liveness to Promptness
Liveness temporal properties state that something “good” eventually happens, e.g., every request is eventually granted. In Linear Temporal Logic (LTL), there is no a priori bo...
Orna Kupferman, Nir Piterman, Moshe Y. Vardi