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ATAL
2009
Springer
15 years 10 months ago
Improved approximation of interactive dynamic influence diagrams using discriminative model updates
Interactive dynamic influence diagrams (I-DIDs) are graphical models for sequential decision making in uncertain settings shared by other agents. Algorithms for solving I-DIDs fac...
Prashant Doshi, Yifeng Zeng
BIRTHDAY
2007
Springer
15 years 10 months ago
Automating Verification of Cooperation, Control, and Design in Traffic Applications
We present a verification methodology for cooperating traffic agents covering analysis of cooperation strategies, realization of strategies through control, and implementation of c...
Werner Damm, Alfred Mikschl, Jens Oehlerking, Erns...
COOPIS
2004
IEEE
15 years 10 months ago
Aligning Ontologies and Evaluating Concept Similarities
An innate characteristic of the development of ontologies is that they are often created by independent groups of expertise, which generates the necessity of merging and aligning o...
Kleber Xavier Sampaio de Souza, Joseph Davis
DATE
2004
IEEE
134views Hardware» more  DATE 2004»
15 years 10 months ago
Context-Aware Performance Analysis for Efficient Embedded System Design
Performance analysis has many advantages in theory compared to simulation for the validation of complex embedded systems, but is rarely used in practice. To make analysis more att...
Marek Jersak, Rafik Henia, Rolf Ernst
COLT
2006
Springer
15 years 10 months ago
Discriminative Learning Can Succeed Where Generative Learning Fails
Generative algorithms for learning classifiers use training data to separately estimate a probability model for each class. New items are classified by comparing their probabiliti...
Philip M. Long, Rocco A. Servedio