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ECML
2003
Springer
15 years 11 months ago
Optimizing Local Probability Models for Statistical Parsing
Abstract. This paper studies the properties and performance of models for estimating local probability distributions which are used as components of larger probabilistic systems ...
Kristina Toutanova, Mark Mitchell, Christopher D. ...
PROMS
2001
Springer
109views Multimedia» more  PROMS 2001»
15 years 11 months ago
Model-Based Service Creation in the Friends Project
—This paper presents a model-based approach to service creation. We observe that the complexity of software services increases. To manage this complexity, and to quickly create s...
Wouter B. Teeuw, Dick A. C. Quartel
IJCNN
2000
IEEE
15 years 11 months ago
Predictive Multiple Model Switching Control with the Self-Organizing Map
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...
Mark A. Motter
EUROMICRO
1997
IEEE
15 years 10 months ago
Performability and Reliability Modeling of N Version Fault Tolerant Software in Real Time Systems
The paper presents a hierarchical modeling approach of the N version programming in a real – time environment. The model is constructed in three layers. At the first layer we d...
Katerina Goseva-Popstojanova, Aksenti Grnarov
KDD
1998
ACM
120views Data Mining» more  KDD 1998»
15 years 10 months ago
Large Datasets Lead to Overly Complex Models: An Explanation and a Solution
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
Tim Oates, David Jensen