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AAAI
2010
15 years 5 months ago
Transfer Learning in Collaborative Filtering for Sparsity Reduction
Data sparsity is a major problem for collaborative filtering (CF) techniques in recommender systems, especially for new users and items. We observe that, while our target data are...
Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Y...
ICSOFT
2008
15 years 5 months ago
Defining and Prototyping a Life-cycle for Dynamic Service Composition
Abstract. Since the Internet has become a commodity in both wired and wireless environments, new applications and paradigms have emerged to explore this highly distributed and wide...
Eduardo Goncalves da Silva, Jorge Martínez ...
SSR
1997
98views more  SSR 1997»
15 years 5 months ago
Toward Software Plug-and-Play
The growing size and complexity of systems has revealed many shortcomings of existing software engineering practices, for example, lack of scalability. This in turn raised interes...
François Bronsard, Douglas Bryan, Wojtek Ko...
IJCIM
2007
122views more  IJCIM 2007»
15 years 3 months ago
Implementation approach of ERP with mass customization
: This paper analyzes the shortage of traditional ERP systems in the current dynamic and competitive enterprises environment. The new generation ERP system needs to be frequently c...
Y. Zhao, Y. S. Fan
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JMLR
2002
125views more  JMLR 2002»
15 years 3 months ago
Lyapunov Design for Safe Reinforcement Learning
Lyapunov design methods are used widely in control engineering to design controllers that achieve qualitative objectives, such as stabilizing a system or maintaining a system'...
Theodore J. Perkins, Andrew G. Barto