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» Abstracting from Failure Probabilities
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AAAI
2006
15 years 6 months ago
Decision Tree Methods for Finding Reusable MDP Homomorphisms
straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...
Alicia P. Wolfe, Andrew G. Barto
ECCV
2002
Springer
16 years 6 months ago
Robust Computer Vision through Kernel Density Estimation
Abstract. Two new techniques based on nonparametric estimation of probability densities are introduced which improve on the performance of equivalent robust methods currently emplo...
Haifeng Chen, Peter Meer
ICIAR
2009
Springer
15 years 2 months ago
Real-Time Image-Based Motion Detection Using Color and Structure
Abstract. In this paper we propose a method for automating the process of detecting regions of motion in a video sequence in real time. The main idea of this work is to detect moti...
Manali Chakraborty, Olac Fuentes
GLOBECOM
2007
IEEE
15 years 11 months ago
A MAC Protocol with Directional Antennas for Deafness Avoidance in Ad Hoc Networks
Abstract—Directional antennas are expected to provide significant improvements over omni-directional antennas in wireless ad hoc networks. Directional MAC protocols, however, int...
Masanori Takata, Masaki Bandai, Takashi Watanabe
ICST
2009
IEEE
15 years 2 months ago
Putting Formal Specifications under the Magnifying Glass: Model-based Testing for Validation
A software development process is conceptually an abstract form of model transformation, starting from an enduser model of requirements, through to a system model for which code c...
Emine G. Aydal, Richard F. Paige, Mark Utting, Jim...