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COLING
2002
15 years 3 months ago
A New Probabilistic Model for Title Generation
Title generation is a complex task involving both natural language understanding and natural language synthesis. In this paper, we propose a new probabilistic model for title gene...
Rong Jin, Alexander G. Hauptmann
SIGMOD
2005
ACM
107views Database» more  SIGMOD 2005»
16 years 3 months ago
Relational Confidence Bounds Are Easy With The Bootstrap
Statistical estimation and approximate query processing have become increasingly prevalent applications for database systems. However, approximation is usually of little use witho...
Abhijit Pol, Chris Jermaine
COCO
1994
Springer
100views Algorithms» more  COCO 1994»
15 years 7 months ago
Relative to a Random Oracle, NP is Not Small
Resource-bounded measure as originated by Lutz is an extension of classical measure theory which provides a probabilistic means of describing the relative sizes of complexity clas...
Steven M. Kautz, Peter Bro Miltersen
121
Voted
PR
2008
145views more  PR 2008»
15 years 3 months ago
Probabilistic suffix models for API sequence analysis of Windows XP applications
Given the pervasive nature of malicious mobile code (viruses, worms, etc.), developing statistical/structural models of code execution is of considerable importance. We investigat...
Geoffrey Mazeroff, Jens Gregor, Michael G. Thomaso...
135
Voted
QEST
2008
IEEE
15 years 9 months ago
ProbDiVinE-MC: Multi-core LTL Model Checker for Probabilistic Systems
We present a new version of PROBDIVINE – a parallel tool for verification of probabilistic systems against properties formulated in linear temporal logic. Unlike the previous r...
Jiri Barnat, Lubos Brim, Ivana Cerná, Milan...