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CIKM
2007
Springer
14 years 2 months ago
Structure and semantics for expressive text kernels
Several problems in text categorization are too hard to be solved by standard bag-of-words representations. Work in kernel-based learning has approached this problem by (i) consid...
Stephan Bloehdorn, Alessandro Moschitti
IADIS
2003
13 years 10 months ago
XML for E-Government: A New Approach to E-Law Categorization and Retrieval
This paper presents an innovative approach that deals with two specific problems encountered in the E-Government domain. The first problem is the cultural gap between laws and reg...
Davide Brugali, Giuseppe Psaila, Franco Guidi-Pola...
ECAI
2006
Springer
14 years 11 days ago
Text Sampling and Re-Sampling for Imbalanced Authorship Identification Cases
Authorship identification can be seen as a single-label multi-class text categorization problem. Very often, there are extremely few training texts at least for some of the candida...
Efstathios Stamatatos
INEX
2004
Springer
14 years 2 months ago
A Voting Method for XML Retrieval
This paper describes the retrieval approach proposed by the SIG/EVI group of the IRIT research centre in INEX’2004 evaluation. The approach uses a voting method coupled with some...
Gilles Hubert