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ECIR
2003
Springer
13 years 7 months ago
Discretizing Continuous Attributes in AdaBoost for Text Categorization
Abstract. We focus on two recently proposed algorithms in the family of “boosting”-based learners for automated text classification, AdaBoost.MH and AdaBoost.MHKR . While the ...
Pio Nardiello, Fabrizio Sebastiani, Alessandro Spe...
ECIR
2003
Springer
13 years 7 months ago
Hierarchical Indexing and Flexible Element Retrieval for Structured Document
As more and more structured documents, such as SGML or XML documents become available on the Web, there is a growing demand to develop effective structured document retrieval which...
Hang Cui, Ji-Rong Wen, Tat-Seng Chua
ECIR
2003
Springer
13 years 7 months ago
From Uncertain Inference to Probability of Relevance for Advanced IR Applications
Uncertain inference is a probabilistic generalisation of the logical view on databases, ranking documents according to their probabilities that they logically imply the query. For ...
Henrik Nottelmann, Norbert Fuhr
ECIR
2003
Springer
13 years 7 months ago
Taming Wild Phrases
Abstract. In this paper the suitability of different document representations for automatic document classification is compared, investigating a whole range of representations be...
Cornelis H. A. Koster, Marc Seutter
ECIR
2003
Springer
13 years 7 months ago
Query-Based Document Skimming: A User-Centred Evaluation of Relevance Profiling
We present a user-centred, task-oriented, comparative evaluation of two query-based document skimming tools. ProfileSkim bases within-document retrieval on computing a relevance pr...
David J. Harper, Ivan Koychev, Sun Yixing