NETWORK EMBEDDING VIA COMMUNITY BASED VARIATIONAL AUTOENCODER

Network Embedding via Community Based Variational Autoencoder

In recent years, network embedding has attracted more and more attention due to its effectiveness and convenience to compress the network structured data.In this paper, we propose a community-based variational autoencoder (ComVAE) model to learn network embedding, which consists of a community detection module and a deep learning module.In the prop

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Efficacy of Tong-Xie-Yao-Fang granule and its impact on whole transcriptome profiling in diarrhea-predominant irritable bowel syndrome patients: study protocol for a randomized controlled trial

Abstract Background Irritable bowel syndrome (IBS) is one kind of common functional bowel disease with obscure pathogenesis, and exploration about whole transcriptome profiling in IBS-D is still negligible.Conventional medications have limited effects, which makes 9x11 pergola focus shifted to traditional Chinese medicine (TCM).Tong-Xie-Yao-Fang, a

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