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KDD
2005
ACM
135views Data Mining» more  KDD 2005»
16 years 9 days ago
A hybrid unsupervised approach for document clustering
We propose a hybrid, unsupervised document clustering approach that combines a hierarchical clustering algorithm with Expectation Maximization. We developed several heuristics to ...
Mihai Surdeanu, Jordi Turmo, Alicia Ageno
ICDAR
2009
IEEE
15 years 6 months ago
Generic Feature Selection and Document Processing
This paper presents a generic features selection method and its applications on some document analysis problems. The method is based on a genetic algorithm (GA), whose tness funct...
Hassan Chouaib, Nicole Vincent, Florence Cloppet, ...
ICDAR
2009
IEEE
15 years 6 months ago
Spatial and Spectral Based Segmentation of Text in Multispectral Images of Ancient Documents
In this paper we propose a character segmentation method for multispectral images of ancient documents. Due to the low quality of the images the main idea of this study is to comb...
Martin Lettner, Robert Sablatnig
DEXAW
2007
IEEE
105views Database» more  DEXAW 2007»
15 years 6 months ago
Classifying XML Documents by Using Genre Features
The categorization of documents is traditionally topic-based. This paper presents a complementary analysis of research and experiments on genre to show that encouraging results ca...
Malcolm Clark, Stuart N. K. Watt
ICDIM
2006
IEEE
15 years 6 months ago
A Framework for the Encoding of Multilayered Documents
Electronic publishing of material digitized using imaging and OCR calls for a special delivery format capable of reconstructing original documents in a well-usable electronic form...
Youssef Eldakar, Noha Adly, Magdy Nagi