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ICML
2009
IEEE
16 years 3 months ago
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
David Andrzejewski, Xiaojin Zhu, Mark Craven
ICML
2003
IEEE
16 years 3 months ago
Learning with Knowledge from Multiple Experts
The use of domain knowledge in a learner can greatly improve the models it produces. However, high-quality expert knowledge is very difficult to obtain. Traditionally, researchers...
Matthew Richardson, Pedro Domingos
ICRA
2007
IEEE
126views Robotics» more  ICRA 2007»
15 years 9 months ago
Semantic Knowledge-Based Execution Monitoring for Mobile Robots
Abstract— We describe a novel intelligent execution monitoring approach for mobile robots acting in indoor environments such as offices and houses. Traditionally, monitoring exe...
Abdelbaki Bouguerra, Lars Karlsson, Alessandro Saf...
IWPC
2006
IEEE
15 years 9 months ago
Programs are Knowledge Bases
Gaining an overview of the concepts represented in large programs is very demanding as multiple dimensions of knowledge appear at different abstraction levels throughout the sourc...
Daniel Ratiu, Florian Deissenboeck
GI
2004
Springer
15 years 8 months ago
Open Source As a Knowledge Management Instrument
: Knowledge management typically focuses on communicating and spreading information and knowledge within a company. It is usually limited to technology or business information in s...
Thomas Wieland