𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Feature-based approach to semi-supervised similarity learning

✍ Scribed by Philippe H. Gosselin; Matthieu Cord


Publisher
Elsevier Science
Year
2006
Tongue
English
Weight
424 KB
Volume
39
Category
Article
ISSN
0031-3203

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


Predicting drug-target interactions base
✍ Weiming Yu; Xuan Cheng; Zhibin Li; Zhenran Jiang πŸ“‚ Article πŸ“… 2010 πŸ› John Wiley and Sons 🌐 English βš– 106 KB

## Abstract Identifying interactions between compounds and target proteins is an important area of research in drug discovery and there is thus a strong incentive to develop computational approaches capable of detecting these potential compound‐protein interactions efficiently. In this study, two d

Semi-supervised learning based on high d
✍ Hong Chen; Luoqing Li; Jiangtao Peng πŸ“‚ Article πŸ“… 2010 πŸ› Elsevier Science 🌐 English βš– 504 KB

In this paper, we consider local regression problems on high density regions. We propose a semi-supervised local empirical risk minimization algorithm and bound its generalization error. The theoretical analysis shows that our method can utilize unlabeled data effectively and achieve fast learning r

Automatic subject heading assignment for
✍ Xiao Hu; Larry S. Jackson; Sai Deng; Jing Zhang πŸ“‚ Article πŸ“… 2006 πŸ› Wiley (John Wiley & Sons) 🌐 English βš– 246 KB

## Abstract As the dramatic expansion of online publications continues, state libraries urgently need effective tools to organize and archive the huge number of government documents published online. Automatic text categorization techniques can be applied to classify documents approximately, given