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» On Document Classification with Self-Organising Maps
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COLING
2002
13 years 10 months ago
Selforganizing Classification on the Reuters News Corpus
In this paper we propose an integration of a selforganizing map and semantic networks from WordNet for a text classification task using the new Reuters news corpus. This neural mo...
Stefan Wermter, Chihli Hung
NLDB
2000
Springer
14 years 2 months ago
Natural Language Analysis for Semantic Document Modeling
To ease the retrieval of documents published on the Web, the documents should be classified in a way that users find helpful and meaningful. This paper presents an approach to sema...
Terje Brasethvik, Jon Atle Gulla
CHI
2011
ACM
13 years 2 months ago
HyperSource: bridging the gap between source and code-related web sites
Programmers frequently use the Web while writing code: they search for libraries, code examples, tutorials, and documentation. This link between code and visited Web pages remains...
Björn Hartmann, Mark Dhillon, Matthew K. Chan
ICML
2009
IEEE
14 years 11 months ago
Learning non-redundant codebooks for classifying complex objects
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
Wei Zhang, Akshat Surve, Xiaoli Fern, Thomas G. Di...
UIST
2005
ACM
14 years 4 months ago
DocWizards: a system for authoring follow-me documentation wizards
Traditional documentation for computer-based procedures is difficult to use: readers have trouble navigating long complex instructions, have trouble mapping from the text to displ...
Lawrence D. Bergman, Vittorio Castelli, Tessa A. L...