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ECAI
2010
Springer
13 years 10 months ago
Learning action effects in partially observable domains
We investigate the problem of learning action effects in partially observable STRIPS planning domains. Our approach is based on a voted kernel perceptron learning model, where act...
Kira Mourão, Ronald P. A. Petrick, Mark Ste...
HPDC
2010
IEEE
13 years 10 months ago
AzureBlast: a case study of developing science applications on the cloud
Cloud computing has emerged as a new approach to large scale computing and is attracting a lot of attention from the scientific and research computing communities. Despite its gro...
Wei Lu, Jared Jackson, Roger S. Barga
GLOBECOM
2008
IEEE
13 years 10 months ago
A Distributed Directional-to-Directional MAC Protocol for Asynchronous Ad Hoc Networks
— The use of directional antennae in ad hoc networks has received growing attention in recent years. However, most existing directional MAC protocols assume interchangeable direc...
Emad Shihab, Lin Cai, Jianping Pan
ICML
2010
IEEE
13 years 10 months ago
Restricted Boltzmann Machines are Hard to Approximately Evaluate or Simulate
Restricted Boltzmann Machines (RBMs) are a type of probability model over the Boolean cube {-1, 1}n that have recently received much attention. We establish the intractability of ...
Philip M. Long, Rocco A. Servedio
MM
2010
ACM
252views Multimedia» more  MM 2010»
13 years 9 months ago
Real-time detection of unusual regions in image streams
Automatic and real-time identification of unusual incidents is important for event detection and alarm systems. In today's camera surveillance solutions video streams are dis...
Rene Schuster, Roland Mörzinger, Werner Haas,...