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» An Immune-based Approach to Document Classification
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NLDB
2000
Springer
15 years 5 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
DAS
2006
Springer
15 years 5 months ago
On Benchmarking of Invoice Analysis Systems
Abstract. An approach is presented to guide the benchmarking of invoice analysis systems, a specific, applied subclass of document analysis systems. The state of the art of benchma...
Bertin Klein, Stefan Agne, Andreas Dengel
DEXAW
1999
IEEE
187views Database» more  DEXAW 1999»
15 years 5 months ago
Optical Font Recognition for Multi-Font OCR and Document Processing
In this paper we present a Multi-font OCR system to be employed for document processing, which performs, at the same time, both the character recognition and the font-style detect...
Serena La Manna, Anna Maria Colla, Alessandro Sper...
COLING
2002
15 years 1 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
DAS
2008
Springer
15 years 3 months ago
New Oversampling Approaches Based on Polynomial Fitting for Imbalanced Data Sets
In classification tasks, class-modular strategy has been widely used. It has outperformed classical strategy for pattern classification task in many applications [1]. However, in ...
Sami Gazzah, Najoua Essoukri Ben Amara