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KAIS
2010
69views more  KAIS 2010»
13 years 3 months ago
Ontological reasoning for improving the treatment of emotions in text
Virginia Francisco, Pablo Gervás, Federico ...
KAIS
2010
144views more  KAIS 2010»
13 years 3 months ago
Boosting support vector machines for imbalanced data sets
Real world data mining applications must address the issue of learning from imbalanced data sets. The problem occurs when the number of instances in one class greatly outnumbers t...
Benjamin X. Wang, Nathalie Japkowicz
KAIS
2010
129views more  KAIS 2010»
13 years 3 months ago
Sentiment-oriented contextual advertising
Web advertising (Online advertising), a form of advertising that uses the World Wide Web to attract customers, has become one of the world’s most important marketing channels. Th...
Teng-Kai Fan, Chia-Hui Chang
KAIS
2010
80views more  KAIS 2010»
13 years 3 months ago
Semi-supervised learning by disagreement
In many real-world tasks there are abundant unlabeled examples but the number of labeled training examples is limited, because labeling the examples requires human efforts and exp...
Zhi-Hua Zhou, Ming Li
KAIS
2010
132views more  KAIS 2010»
13 years 3 months ago
Integrating multiple document features in language models for expert finding
We argue that expert finding is sensitive to multiple document features in an organizational intranet. These document features include multiple levels of associations between expe...
Jianhan Zhu, Xiangji Huang, Dawei Song, Stefan M. ...
KAIS
2010
139views more  KAIS 2010»
13 years 3 months ago
Periodic subgraph mining in dynamic networks
In systems of interacting entities such as social networks, interactions that occur regularly typically correspond to significant, yet often infrequent and hard to detect, interact...
Mayank Lahiri, Tanya Y. Berger-Wolf