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Chapter and Conference Paper
Investigation on Loan Approval Based on Convolutional Neural Network
With the economic development, loan business has rapidly developed in China. The risk that customers can’t repay their loans on time has increased. Therefore it is an important problem for financial organizati...
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Chapter and Conference Paper
Answer Selection Based on Mixed Embedding and Composite Features
With the rapid growth of text information, intelligent question answering has gained more attention than ever. In this paper, we focus on answer selection, one kind of question answering tasks. In this field, ...
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Chapter and Conference Paper
A Subpath Kernel for Learning Hierarchical Image Representations
Tree kernels have demonstrated their ability to deal with hierarchical data, as the intrinsic tree structure often plays a discriminative role. While such kernels have been successfully applied to various doma...
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Chapter and Conference Paper
A Timeline-Based Algorithm for Personalized Tag Recommendation
Recently, tagging has been a flexible and important way to share and categorize web resources, these user-generated tags are effective to represent user interests because these tags reflect human being’s judgm...
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Chapter and Conference Paper
Detecting Hot Events from Web Search Logs
Detecting events from web resources is a challenging task, attracting many attentions in recent years. Web search log is an important data source for event detection because the information it contains reflect...
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Chapter and Conference Paper
A Neighborhood Search Method for Link-Based Tag Clustering
Recently tagging has been a flexible and important way to share and categorize web resources. However, ambiguity and large quantities of tags restrict its value for resource sharing and navigation. Tag cluster...