101
Voted
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
We often encounter situations in supervised learning where there exist possibly groups that consist of more than two parameters. For example, we might work on parameters that corre...
103
Voted
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
Online reviews are an important source for consumers to evaluate products/services on the Internet (e.g. Amazon, Yelp, etc.). However, more and more fraudulent reviewers write fake...
113
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PKDD
2015
Springer
9 years 11 months ago
2015
Springer
In this paper, the problem of safe exploration in the active learning context is considered. Safe exploration is especially important for data sampling from technical and industria...
103
Voted
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
Abstract. Factorization machines are a generic framework which allows to mimic many factorization models simply by feature engineering. In this way, they combine the high predictiv...
112
Voted
PKDD
2015
Springer
9 years 11 months ago
2015
Springer
Suppose we are given a set of databases, such as sales records over different branches. How can we characterise the differences and the norm between these datasets? That is, what a...