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ICMLC
2005
Springer
16 years 11 days ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
ICNC
2005
Springer
16 years 11 days ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
ICNC
2005
Springer
16 years 11 days ago
Using SOFM to Improve Web Site Text Content
We introduce a new method to improve web site text content by identifying the most relevant free text in the web pages. In order to understand the variations in web page text, we c...
Sebastián A. Ríos, Juan D. Vel&aacut...
IJCNLP
2005
Springer
16 years 11 days ago
Tense Tagging for Verbs in Cross-Lingual Context: A Case Study
The current work applies Conditional Random Fields to the problem of temporal reference mapping from Chinese text to English text. The learning algorithm utilizes a moderate number...
Yang Ye, Zhu Zhang
IPSN
2005
Springer
16 years 11 days ago
Scalable topology control for deployment-support networks
— Deployment-support networks (DSNs) have been proposed as a novel tool for the development, test, deployment, and validation of wireless sensor networks. They are expected to en...
Jan Beutel, Matthias Dyer, Lennart Meier, Lothar T...
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