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INCDM
2007
Springer
96views Data Mining» more  INCDM 2007»
16 years 26 days ago
Neural Business Control System
Small to medium sized companies require a business control mechanism in order to monitor their modus operandi and analyse whether they are achieving their goals. A tool for the dec...
María Lourdes Borrajo Diz, Juan M. Corchado...
PKDD
2007
Springer
86views Data Mining» more  PKDD 2007»
16 years 25 days ago
An Effective Approach to Enhance Centroid Classifier for Text Categorization
Centroid Classifier has been shown to be a simple and yet effective method for text categorization. However, it is often plagued with model misfit (or inductive bias) incurred by i...
Songbo Tan, Xueqi Cheng
165
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SGAI
2007
Springer
16 years 25 days ago
Towards a Computationally Efficient Approach to Modular Classification Rule Induction
Induction of classification rules is one of the most important technologies in data mining. Most of the work in this field has concentrated on the Top Down Induction of Decision T...
Frederic T. Stahl, Max Bramer
GFKL
2005
Springer
128views Data Mining» more  GFKL 2005»
16 years 7 days 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»
16 years 7 days 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, ...
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