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95
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KDD
2004
ACM
127views Data Mining» more  KDD 2004»
16 years 28 days ago
A generative probabilistic approach to visualizing sets of symbolic sequences
There is a notable interest in extending probabilistic generative modeling principles to accommodate for more complex structured data types. In this paper we develop a generative ...
Peter Tiño, Ata Kabán, Yi Sun
118
Voted
ICCSA
2003
Springer
15 years 5 months ago
A Probabilistic Model for Predicting Software Development Effort
—Recently, Bayesian probabilistic models have been used for predicting software development effort. One of the reasons for the interest in the use of Bayesian probabilistic model...
Parag C. Pendharkar, Girish H. Subramanian, James ...
104
Voted
PODS
2007
ACM
139views Database» more  PODS 2007»
16 years 20 days ago
Management of probabilistic data: foundations and challenges
Many applications today need to manage large data sets with uncertainties. In this paper we describe the foundations of managing data where the uncertainties are quantified as pro...
Nilesh N. Dalvi, Dan Suciu
67
Voted
IWEC
2004
15 years 1 months ago
Probabilistic Opponent-Model Search in Bao
In Probabilistic Opponent-Model search(PrOM search) the opponent is modelled by a mixed strategy of N opponent types 0 . . .
Jeroen Donkers, H. Jaap van den Herik, Jos W. H. M...
102
Voted
IWPT
2001
15 years 1 months ago
Probabilistic Modelling of Island-Driven Parsing
Two methods for stochastically modelling bidirectionality in chart parsing are presented. A probabilistic islanddriven parser which uses such models (either isolated or in combina...
Alicia Ageno, Horacio Rodríguez