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GFKL
2005
Springer
175views Data Mining» more  GFKL 2005»
13 years 10 months ago
GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies
Jens Strackeljan, Roland Jonscher, Sigurd Prieur, ...
GFKL
2005
Springer
93views Data Mining» more  GFKL 2005»
13 years 10 months ago
A Hybrid Machine Learning Approach for Information Extraction from Free Text
Abstract. We present a hybrid machine learning approach for information extraction from unstructured documents by integrating a learned classifier based on the Maximum Entropy Mod...
Günter Neumann
GFKL
2005
Springer
128views Data Mining» more  GFKL 2005»
13 years 10 months ago
Automatic Extension of Feature-based Semantic Lexicons via Contextual Attributes
We describe how a feature-based semantic lexicon can be automatically extended using large, unstructured text corpora. Experiments are carried out using the lexicon HaGenLex and th...
Chris Biemann, Rainer Osswald
GFKL
2005
Springer
88views Data Mining» more  GFKL 2005»
13 years 10 months ago
The Partial Robust M-approach
The PLS approach is a widely used technique to estimate path models relating various blocks of variables measured from the same population. It is frequently applied in the social s...
Sven Serneels, Christophe Croux, Peter Filzmoser, ...
GFKL
2005
Springer
82views Data Mining» more  GFKL 2005»
13 years 10 months ago
Robust Multivariate Methods: The Projection Pursuit Approach
Projection pursuit was originally introduced to identify structures in multivariate data clouds (Huber, 1985). The idea of projecting data to a lowdimensional subspace can also be ...
Peter Filzmoser, Sven Serneels, Christophe Croux, ...