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PKDD
2001
Springer
120views Data Mining» more  PKDD 2001»
15 years 6 months ago
Text Categorization and Semantic Browsing with Self-Organizing Maps on Non-euclidean Spaces
This paper introduces a new type of Self-Organizing Map (SOM) for Text Categorization and Semantic Browsing. We propose a “hyperbolic SOM” (HSOM) based on a regular tesselation...
Jörg Ontrup, Helge Ritter
AUSDM
2008
Springer
212views Data Mining» more  AUSDM 2008»
15 years 3 months ago
Clustering and Classification of Maintenance Logs using Text Data Mining
Spreadsheets applications allow data to be stored with low development overheads, but also with low data quality. Reporting on data from such sources is difficult using traditiona...
Brett Edwards, Michael Zatorsky, Richi Nayak
TAPOS
1998
83views more  TAPOS 1998»
15 years 1 months ago
A Structured Text ADT for Object-Relational Databases
There is a growing need, both for use within corporate intranets and within the rapidly evolving World Wide Web, to develop tools that are able to retrieve relevant textual inform...
L. J. Brown, Mariano P. Consens, Ian J. Davis, Chr...
IJCNN
2007
IEEE
15 years 8 months ago
Preference Learning for Category-Ranking based Interactive Text Categorization
— Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set...
Fabio Aiolli, Fabrizio Sebastiani, Alessandro Sper...
LREC
2010
188views Education» more  LREC 2010»
15 years 3 months ago
Improving Chunking Accuracy on Croatian Texts by Morphosyntactic Tagging
In this paper, we present the results of an experiment with utilizing a stochastic morphosyntactic tagger as a pre-processing module of a rule-based chunker and partial parser for...
Kristina Vuckovic, Zeljko Agic, Marko Tadic