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LREC
2008
120views Education» more  LREC 2008»
15 years 4 months ago
Division of Example Sentences Based on the Meaning of a Target Word Using Semi-Supervised Clustering
In this paper, we describe a system that divides example sentences (data set) into clusters, based on the meaning of the target word, using a semi-supervised clustering technique....
Hiroyuki Shinnou, Minoru Sasaki
124
Voted
DMIN
2006
124views Data Mining» more  DMIN 2006»
15 years 4 months ago
Optimal Multi-class Classification with Principal Components
An approach to build a multi-class classifier is proposed in this paper. This approach consists of a derivation to show under which loss function an optimal classifier can be obtai...
Albert Hoang
IKE
2004
15 years 4 months ago
Analogy and Deduction for Knowledge Discovery
Analogy-based hypothesis generation is a promising technique for knowledge discovery. However, some hypotheses generated are nonsensical. This paper describes a two-phased method ...
Jim Reynolds, Adam Pease, John Li
IADIS
2003
15 years 4 months ago
Deriving the Optimal Modality Combination for Searching in Multidimensional Databases
The European MIAMM-project (Multidimensional Information Access using Multiple Modalities) develops new concepts and techniques for multimodal dialogs that allow for fast and natu...
Myra P. van Esch-Bussemakers, Anita H. M. Cremers,...
NIPS
2003
15 years 4 months ago
Bias-Corrected Bootstrap and Model Uncertainty
The bootstrap has become a popular method for exploring model (structure) uncertainty. Our experiments with artificial and realworld data demonstrate that the graphs learned from...
Harald Steck, Tommi Jaakkola