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Chapter and Conference Paper
Knowledge Distillation of Attention and Residual U-Net: Transfer from Deep to Shallow Models for Medical Image Classification
With the widespread application of deep learning in medical image analysis, its capacity to handle high-dimensional and complex medical images has been widely recognized. However, high-accuracy deep learning m...
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Chapter and Conference Paper
Construction Method of Knowledge Base for Power Grid-Aided Decision Based on Knowledge Graph
Smart grid has become an important direction for the development of the current power industry, and risk management is an important research content of the smart grid. However, the current solutions to power f...
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Article
Open AccessTW-SIR: time-window based SIR for COVID-19 forecasts
Since the outbreak of COVID-19, many COVID-19 research studies have proposed different models for predicting the trend of COVID-19. Among them, the prediction model based on mathematical epidemiology (SIR) is ...
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Article
Open AccessCore-reviewer recommendation based on Pull Request topic model and collaborator social network
Pull Request (PR) is a major contributor to external developers of open-source projects in GitHub. PR reviewing is an important part of open-source software developments to ensure the quality of project. Recom...
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Article
Local Core Members Aided Community Structure Detection
The relationship of friends in social networks can be strong or weak. Some research works have shown that a close relationship between friends conducts good community structure. Based on this result, we propos...
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Article
A Prediction Model of the Project Life-Span in Open Source Software Ecosystem
In nature ecosystems, animal life-spans are determined by genes and some other biological characteristics. Similarly, the software project life-spans are related to some internal or external characteristics. A...
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Chapter and Conference Paper
A Recommendation of Crowdsourcing Workers Based on Multi-community Collaboration
Currently there are problems such as fuzzy workers’ characteristics and complex human relations existing on many crowdsourcing platforms, which lead to the difficulty in the recommendation of workers to compl...
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Chapter and Conference Paper
Min-Forest: Fast Reachability Indexing Approach for Large-Scale Graphs on Spark Platform
Reachability query is an important graph operation in graph database which answers whether a vertex can reach another vertex through a path over the graph, and it is also fundamental to real applications invol...
