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» On Document Classification with Self-Organising Maps
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DIAL
2006
IEEE
126views Image Analysis» more  DIAL 2006»
14 years 10 days ago
Dedicated Texture Based Tools for Characterisation of Old Books
This paper lies on the field of ancient patrimonial books valorization: it precisely relates to the development of suitable assistance tools for humanists and historians to help t...
Nicholas Journet, Rémy Mullot, Véron...
KDD
2003
ACM
157views Data Mining» more  KDD 2003»
14 years 6 months ago
Cross-training: learning probabilistic mappings between topics
Classification is a well-established operation in text mining. Given a set of labels A and a set DA of training documents tagged with these labels, a classifier learns to assign l...
Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godb...
PODS
2009
ACM
171views Database» more  PODS 2009»
14 years 6 months ago
XML schema mappings
Relational schema mappings have been extensively studied in connection with data integration and exchange problems, but mappings between XML schemas have not received the same amo...
Shun'ichi Amano, Leonid Libkin, Filip Murlak
ICIAP
2007
ACM
14 years 6 months ago
Transformation invariant SOM clustering in Document Image Analysis
In this paper, we propose the combination of the Self Organizing Map (SOM) and of the tangent distance for effective clustering in Document Image Analysis. The proposed model (SOM...
Simone Marinai, Emanuele Marino, Giovanni Soda
APWEB
2009
Springer
13 years 10 months ago
Ontology Evaluation through Text Classification
We present a new method to evaluate a search ontology, which relies on mapping ontology instances to textual documents. On the basis of this mapping, we evaluate the adequacy of on...
Yael Dahan Netzer, David Gabay, Meni Adler, Yoav G...