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NIPS
2007
13 years 9 months ago
Learning Bounds for Domain Adaptation
Empirical risk minimization offers well-known learning guarantees when training and test data come from the same domain. In the real world, though, we often wish to adapt a classi...
John Blitzer, Koby Crammer, Alex Kulesza, Fernando...
CLIMA
2004
13 years 9 months ago
Learning in BDI Multi-agent Systems
Abstract. This paper deals with the issue of learning in multi-agent systems (MAS). Particularly, we are interested in BDI (Belief, Desire, Intention) agents. Despite the relevance...
Alejandro Guerra-Hernández, Amal El Fallah-...
ECIS
2001
13 years 9 months ago
Back to the Future: From Knowledge Management to Data Management
This paper argues for a return to fundamentals as we enter the new millennium. It argues that the field of Information Systems should no longer be distracted from its natural locu...
Robert D. Galliers, Sue Newell
ICIS
2001
13 years 9 months ago
Shared Mental Models and Coordination in Large-Scale, Distributed Software Development
Despite substantial improvements in the last few years in software engineering and collaboration tools, coordination in large-scale software development continues to be problemati...
J. Alberto Espinosa, Robert E. Kraut, F. Javier Le...
IJCAI
2001
13 years 9 months ago
Integrating Expectations from Different Sources to Help End Users Acquire Procedural Knowledge
Role-limiting approaches using explicit theories of problem-solving have been successful for acquiring knowledge from domain experts1 . However most systems using this approach do...
Jim Blythe