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170
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ECIR
1998
Springer
15 years 7 months ago
Coupled Hierarchical IR and Stochastic Models for Surface Information Extraction
We present in this paper a combination of Machine Learning based Information Retrieval (IR) techniques and stochastic language modelling in a hierarchical system that extracts sur...
Hugo Zaragoza, Patrick Gallinari
183
Voted
WM
2003
15 years 7 months ago
Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults
: Case-based diagnosis handling multiple faults is still a challenging task. In this paper we present methods for handling multiple faults, embedded in the standard CBR cycle. The ...
Martin Atzmüller, Joachim Baumeister, Frank P...
113
Voted
IPM
2006
88views more  IPM 2006»
15 years 6 months ago
Is 1 noun worth 2 adjectives? Measuring relative feature utility
Are two adjectives worth the same as a single noun when documents are ordered based on decreasing topicality? We propose an easy to interpret single number Relative Feature Utilit...
Robert M. Losee
SIGIR
2002
ACM
15 years 5 months ago
Bayesian online classifiers for text classification and filtering
This paper explores the use of Bayesian online classifiers to classify text documents. Empirical results indicate that these classifiers are comparable with the best text classifi...
Kian Ming Adam Chai, Hai Leong Chieu, Hwee Tou Ng
180
Voted
IDA
2010
Springer
15 years 3 months ago
Extraction of unexpected sentences: A sentiment classification assessed approach
Sentiment classification in text documents is an active data mining research topic in opinion retrieval and analysis. Different from previous studies concentrating on the developm...
Dong (Haoyuan) Li, Anne Laurent, Pascal Poncelet, ...