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» Measuring Team Knowledge
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85
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DAGM
2004
Springer
15 years 6 months ago
Learning with Distance Substitution Kernels
Abstract. During recent years much effort has been spent in incorporating problem specific a-priori knowledge into kernel methods for machine learning. A common example is a-prior...
Bernard Haasdonk, Claus Bahlmann
112
Voted
IOR
2011
107views more  IOR 2011»
14 years 7 months ago
Information Collection on a Graph
We derive a knowledge gradient policy for an optimal learning problem on a graph, in which we use sequential measurements to refine Bayesian estimates of individual edge values i...
Ilya O. Ryzhov, Warren B. Powell
99
Voted
IJCAI
2003
15 years 2 months ago
Evaluating Significance of Inconsistencies
Inconsistencies frequently occur in knowledge about the real-world. Some of these inconsistencies may be more significant than others, and some knowledgebases (sets of formulae) m...
Anthony Hunter
82
Voted
TSMC
2002
136views more  TSMC 2002»
15 years 14 days ago
Expertness based cooperative Q-learning
By using other agents' experiences and knowledge, a learning agent may learn faster, make fewer mistakes, and create some rules for unseen situations. These benefits would be ...
Majid Nili Ahmadabadi, Masoud Asadpour
102
Voted
SIGSOFT
2008
ACM
16 years 1 months ago
Latent social structure in open source projects
Commercial software project managers design project organizational structure carefully, mindful of available skills, division of labour, geographical boundaries, etc. These organi...
Christian Bird, David S. Pattison, Raissa M. D'Sou...