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119
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CICLING
2005
Springer
15 years 9 months ago
Instance Pruning by Filtering Uninformative Words: An Information Extraction Case Study
In this paper we present a novel instance pruning technique for Information Extraction (IE). In particular, our technique filters out uninformative words from texts on the basis o...
Alfio Massimiliano Gliozzo, Claudio Giuliano, Raff...
139
Voted
PKDD
2001
Springer
127views Data Mining» more  PKDD 2001»
15 years 8 months ago
Sentence Filtering for Information Extraction in Genomics, a Classification Problem
In some domains, Information Extraction (IE) from texts requires syntactic and semantic parsing. This analysis is computationally expensive and IE is potentially noisy if it applie...
Claire Nedellec, Mohamed Ould Abdel Vetah, Philipp...
157
Voted
SCIE
1997
Springer
15 years 7 months ago
Semantic Matching: Formal Ontological Distinctions for Information Organization, Extraction, and Integration
Abstract. The task of information extraction can be seen as a problem of semantic matching between a user-defined template and a piece of information written in natural language. T...
Nicola Guarino
152
Voted
KDD
1997
ACM
169views Data Mining» more  KDD 1997»
15 years 7 months ago
Learning to Extract Text-Based Information from the World Wide Web
Thereis a wealthof informationto be minedfromnarrative text on the WorldWideWeb.Unfortunately, standard natural language processing (NLP)extraction techniques expect full, grammat...
Stephen Soderland
116
Voted
ICIP
2009
IEEE
16 years 4 months ago
Extraction Of Contextual Information For Automotive Applications
In the near future automatic systems able to detect the traffic situation and to understand driver behavior and intent will probably become vehicles tool to improve driver safety....