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DEXA
2008
Springer
130views Database» more  DEXA 2008»
14 years 11 months ago
Classifying Evolving Data Streams Using Dynamic Streaming Random Forests
We consider the problem of data-stream classification, introducing a stream-classification algorithm, Dynamic Streaming Random Forests, that is able to handle evolving data streams...
Hanady Abdulsalam, David B. Skillicorn, Patrick Ma...
CORR
2010
Springer
96views Education» more  CORR 2010»
14 years 9 months ago
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates
The problem of learning forest-structured discrete graphical models from i.i.d. samples is considered. An algorithm based on pruning of the Chow-Liu tree through adaptive threshol...
Vincent Y. F. Tan, Animashree Anandkumar, Alan S. ...
ISAAC
2005
Springer
127views Algorithms» more  ISAAC 2005»
15 years 3 months ago
Counting Stable Strategies in Random Evolutionary Games
In this paper we study the notion of the Evolutionary Stable Strategies (ESS) in evolutionary games and we demonstrate their qualitative difference from the Nash Equilibria, by sh...
Spyros C. Kontogiannis, Paul G. Spirakis
ICCV
2009
IEEE
1714views Computer Vision» more  ICCV 2009»
16 years 2 months ago
Power watersheds: a new image segmentation framework extending graph cuts, random walker and optimal spanning forest
In this work, we extend a common framework for seeded image segmentation that includes the graph cuts, ran- dom walker, and shortest path optimization algorithms. Viewing an ima...
Camille Couprie, Leo Grady, Laurent Najman, Hugues...
IROS
2007
IEEE
99views Robotics» more  IROS 2007»
15 years 3 months ago
Robot coverage of terrain with non-uniform traversability
— In this paper, we study how multiple robots can cover known terrain quickly. We extend Multi-Robot Forest Coverage, a state-of-the-art multi-robot coverage algorithm, from terr...
Xiaoming Zheng, Sven Koenig