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PKDD
2001
Springer
120views Data Mining» more  PKDD 2001»
14 years 23 days 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
JSW
2008
152views more  JSW 2008»
13 years 8 months ago
Reasoning with Semantic Web Technologies in Ubiquitous Computing Environment
--The vast amounts of data about people, things and the environment will require new ways of handling, searching and presenting information. New applications will increasingly be a...
WenYing Guo
AMT
2009
Springer
151views Multimedia» more  AMT 2009»
14 years 2 months ago
The Quest for Parallel Reasoning on the Semantic Web
Traditional reasoning tools for the Semantic Web cannot cope with Web scale data. One major direction to improve performance is parallelization. This article surveys existing studi...
Peiqiang Li, Yi Zeng, Spyros Kotoulas, Jacopo Urba...
SCIA
2009
Springer
130views Image Analysis» more  SCIA 2009»
14 years 2 months ago
Improving Automatic Video Retrieval with Semantic Concept Detection
We study the usefulness of intermediate semantic concepts in bridging the semantic gap in automatic video retrieval. The results of a series of large-scale retrieval experiments, w...
Markus Koskela, Mats Sjöberg, Jorma Laaksonen
BXML
2003
13 years 9 months ago
Learning to Extract Information for the Semantic Web
Abstract: The goal of information extraction (IE) is to find desired pieces of information in natural language texts and store them in a form that is suitable for automatic queryi...
Christian Siefkes