Semantics

MfeCNN: Mixture Feature Embedding Convolutional Neural Network for Data Mapping

Author(s): Dingcheng Li, Ming Huang, Xiaodi Li, Yaoping Ruan, Lixia Yao
MfeCNN: Mixture Feature Embedding Convolutional Neural Network for Data Mapping 215 259 Transactions on NanoBioscience (TNB)

Data mapping plays an important role in data integration and exchanges among institutions and organizations with different data standards. However, traditional rule-based approaches and machine learning methods fail to achieve…

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A Framework for Integrating Multiple Biological Networks to Predict MicroRNA-Disease Associations

Author(s): Wei Peng, Wei Lan, Zeng Yu, Jianxin Wang, Yi Pan
A Framework for Integrating Multiple Biological Networks to Predict MicroRNA-Disease Associations 215 235 Transactions on NanoBioscience (TNB)

MicroRNAs have close relationship with human diseases. Therefore, identifying disease related MicroRNAs plays an important role in disease diagnosis, prognosis and therapy. However, designing an effective computational method which can…

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