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115
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CIKM
2008
Springer
15 years 2 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
AAIM
2005
Springer
119views Algorithms» more  AAIM 2005»
15 years 2 months ago
Locating Performance Monitoring Mobile Agents in Scalable Active Networks
The idea of active networks has been emerged in recent years to increase the processing power inside the network. The intermediate nodes such as routers will be able to host mobile...
Amir Hossein Hadad, Mehdi Dehghan, Hossein Pedram
129
Voted
FLOPS
2008
Springer
15 years 2 months ago
Declarative Diagnosis of Missing Answers in Constraint Functional-Logic Programming
Abstract. We present a declarative method for diagnosing missing computed answers in CFLP(D), a generic scheme for lazy Constraint Functional-Logic Programming which can be instant...
Rafael Caballero, Mario Rodríguez-Artalejo,...
120
Voted
HIS
2007
15 years 2 months ago
Pareto-based Multi-Objective Machine Learning
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
Yaochu Jin
MEDINFO
2007
177views Healthcare» more  MEDINFO 2007»
15 years 2 months ago
The Molecular Medicine Informatics Model (MMIM)
In 2005, a major collaboration in Melbourne Australia successfully completed implementing a major medical informatics infrastructure – this is now being used for discovery resear...
Marienne Hibbert, Peter Gibbs, Terence O'brien, Pe...