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JMLR
2010
102views more  JMLR 2010»
15 years 1 months ago
Discover Local Causal Network around a Target to a Given Depth
For a given target node T and a given depth k 1, we propose an algorithm for discovering a local causal network around the target T to depth k. In our algorithm, we find parents,...
You Zhou, Changzhang Wang, Jianxin Yin, Zhi Geng
JMLR
2010
136views more  JMLR 2010»
15 years 1 months ago
Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery
In this paper we investigate the problem of evaluating ranked lists of biomarkers, which are typically an output of the analysis of high-throughput data. This can be a list of pro...
Ivica Slavkov, Bernard Zenko, Saso Dzeroski
JMLR
2010
116views more  JMLR 2010»
15 years 1 months ago
Automating News Content Analysis: An Application to Gender Bias and Readability
In this article we present an application of text-analysis technologies to support social science research, in particular the analysis of patterns in news content. We describe a s...
Omar Ali, Ilias N. Flaounas, Tijl De Bie, Nick Mos...
JMLR
2010
102views more  JMLR 2010»
15 years 1 months ago
Visualization of Online Discussion Forums
This paper describes a set of visualization tools which aid the understanding of discussion topics and trends in online discussion forums. The tools integrate into the forum'...
Mitja Trampus, Marko Grobelnik
JMLR
2010
166views more  JMLR 2010»
15 years 1 months ago
Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
We present new measures of the causal direction between two non-gaussian random variables. They are based on the likelihood ratio under the linear non-gaussian acyclic model (LiNG...
Aapo Hyvärinen