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ACL
2006
15 years 7 months ago
Relation Extraction Using Label Propagation Based Semi-Supervised Learning
Shortage of manually labeled data is an obstacle to supervised relation extraction methods. In this paper we investigate a graph based semi-supervised learning algorithm, a label ...
Jinxiu Chen, Dong-Hong Ji, Chew Lim Tan, Zheng-Yu ...
SMC
2010
IEEE
102views Control Systems» more  SMC 2010»
15 years 4 months ago
A new method for fuzzy group decision-making based on interval linguistic labels
This paper presents a new method for dealing with fuzzy group decision-making problems based on interval linguistic labels. We propose the interval linguistic labels ordered weight...
Shyi-Ming Chen, Li-Wei Lee
159
Voted
ESOP
2010
Springer
16 years 3 months ago
Weighted Dynamic Pushdown Networks
We develop a generic framework for the analysis of programs with recursive procedures and dynamic process creation. To this end we combine the approach of weighted pushdown systems...
Alexander Wenner
157
Voted
DAGM
2004
Springer
15 years 11 months ago
Learning from Labeled and Unlabeled Data Using Random Walks
We consider the general problem of learning from labeled and unlabeled data. Given a set of points, some of them are labeled, and the remaining points are unlabeled. The goal is to...
Dengyong Zhou, Bernhard Schölkopf
ICDM
2005
IEEE
138views Data Mining» more  ICDM 2005»
15 years 11 months ago
Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values
Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points which are not sampled will not have t...
Hung-Leng Chen, Kun-Ta Chuang, Ming-Syan Chen