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» Induction in Noisy Domains
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CBMS
2005
IEEE
15 years 1 months ago
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
FOIS
2008
15 years 1 months ago
SKIing with DOLCE: toward an e-Science Knowledge Infrastructure
: An ontology of general science knowledge (SKIo) is developed to enhance machine representation and use of scientific theories in emerging e-Science Knowledge Infrastructures. SKI...
Boyan Brodaric, Femke Reitsma, Yi Qiang
LREC
2008
140views Education» more  LREC 2008»
15 years 1 months ago
Acquiring a Taxonomy from the German Wikipedia
This paper presents the process of acquiring a large, domain independent, taxonomy from the German Wikipedia. We build upon a previously implemented platform that extracts a seman...
Laura Kassner, Vivi Nastase, Michael Strube
EMNLP
2004
15 years 1 months ago
Trained Named Entity Recognition using Distributional Clusters
This work applies boosted wrapper induction (BWI), a machine learning algorithm for information extraction from semi-structured documents, to the problem of named entity recogniti...
Dayne Freitag
SLP
1989
105views more  SLP 1989»
15 years 1 months ago
Automatic Ordering of Subgoals - A Machine Learning Approach
This paper describes a learning system, LASSY1, which explores domains represented by Prolog databases, and use its acquired knowledge to increase the efficiency of a Prolog inter...
Shaul Markovitch, Paul D. Scott