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DIS
2007
Springer
13 years 8 months ago
2007
Springer
In this work we study the mining of top-K frequent closed itemsets, a recently proposed variant of the classical problem of mining frequent closed itemsets where the support thresh...
DIS
2007
Springer
13 years 11 months ago
2007
Springer
The massive, ever-growing literature in life science makes it increasingly difficult for individuals to grasp all the information relevant to their interests. Since even experts’...
DIS
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. The Minimum Description Length (MDL) is an informationtheoretic principle that can be used for model selection and other statistical inference tasks. One way to implement...
DIS
2007
Springer
13 years 11 months ago
2007
Springer
Abductive inference has long been associated with the logic of scientific discovery and automated abduction is now being used in real scientific tasks. But few methods can exploi...
DIS
2007
Springer
13 years 6 months ago
2007
Springer
In this paper, we propose a new concept, thinning-out, for reducing the number of trials in skill discovery. Thinning-out means to skip over such trials that are unlikely to improv...