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» On the limits of dictatorial classification
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SDM
2004
SIAM
187views Data Mining» more  SDM 2004»
14 years 11 months ago
Class-Specific Ensembles for Active Learning
In many real-world tasks of image classification, limited amounts of labeled data are available to train automatic classifiers. Consequently, extensive human expert involvement is...
Amit Mandvikar, Huan Liu
ACL
1998
14 years 11 months ago
Investigating Regular Sense Extensions Based on Intersective Levin Classes
In this paper we specifically address questions of polysemy with respect to verbs, and how regular extensions of meaning can be achieved through the adjunction of particular synta...
Hoa Trang Dang, Karin Kipper, Martha Stone Palmer,...
ERCIMDL
2000
Springer
127views Education» more  ERCIMDL 2000»
15 years 1 months ago
INDIGO - An Approach to Infrastructures for Digital Libraries
Abstract. In this paper INDIGO, an approach to infrastructures for digital libraries is presented. It fulfills two crucial requirements to digital libraries: scalability and the ab...
Christian Mönch
ESANN
2008
14 years 11 months ago
Interpretable ensembles of local models for safety-related applications
Abstract. This paper discusses a machine learning approach for binary classification problems which satisfies the specific requirements of safety-related applications. The approach...
Sebastian Nusser, Clemens Otte, Werner Hauptmann
DATESO
2006
103views Database» more  DATESO 2006»
14 years 11 months ago
Using WordNet Glosses to Refine Google Queries
This paper describes one of the ways how to overcome one of the major limitations of current fulltext search engines. It deals with synonymy of the web search engine results by clu...
Jan Nemrava