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ICCV
2001
IEEE
14 years 10 months ago
Topology Free Hidden Markov Models: Application to Background Modeling
Hidden Markov Models (HMMs) are increasingly being used in computer vision for applications such as: gesture analysis, action recognition from video, and illumination modeling. Th...
Bjoern Stenger, Visvanathan Ramesh, Nikos Paragios...
CORR
2010
Springer
146views Education» more  CORR 2010»
13 years 8 months ago
Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization
Solving stochastic optimization problems under partial observability, where one needs to adaptively make decisions with uncertain outcomes, is a fundamental but notoriously diffic...
Daniel Golovin, Andreas Krause
SCAI
2008
13 years 10 months ago
Troubleshooting when Action Costs are Dependent with Application to a Truck Engine
We propose a troubleshooting algorithm that can troubleshoot systems with dependent action costs. When actions are performed they may change the way the system is decomposed and af...
Håkan Warnquist, Mattias Nyberg, Petter S&au...
CBMS
2006
IEEE
14 years 2 months ago
Incoporating Data Mining Applications into Clinical Guildelines
Computer based clinical guidelines have been developed to help caregivers in practicing medicine. GLIF3 (Guideline Interchange Format 3) is one of several standards that specify t...
Reza Sherafat Kazemzadeh, Kamran Sartipi
BTW
2009
Springer
114views Database» more  BTW 2009»
14 years 3 months ago
Value Demonstration of Embedded Analytics for Front Office Applications
: Users of front office applications such as call center or customer support applications make millions and millions of decisions each day without analytical support. For example, ...
Erik Nijkamp, Martin Oberhofer, Albert Maier