柴一栋
csny
1992
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男
mz
汉
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管理学楼1515
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柴一栋，清华大学管理科学与工程博士，研究员，硕士生导师。研究领域包括机器学习、电子商务、大数据管理与应用（医疗健康、网络安全等）
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2020年7月，清华大学经济管理学院，管理科学与工程（管理信息系统） 博士\u003c/br\u003e2014年7月，北京理工大学管理与经济学院，信息管理与信息系统（含电子商务） 学士
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电子商务、大数据管理与应用（医疗健康、网络安全等）
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博士
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博士
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研究员
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否
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硕士导师
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在聘
createTime
Nov 3, 2020 4:36:07 PM
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**88109
status
0
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**88109
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清华大学
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电子商务系
yjs

email
chaiyd@hfut.edu.cn
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期刊论文（第一作者）\u003c/br\u003e● Yidong Chai, Yiyang Bian, Hongyan Liu, Jiaxing Li, Jie Xu (2021). Health informatics in diagnosing glaucoma in China context: An uncertainty information-centric Bayesian deep learning model. Information Processing \u0026 Management (CCF B, JCR Q1), 58, pp. 102454\u003c/br\u003e● Yidong Chai, Jie Xu, Hongyan Liu. (2020) A New Convolutional Neural Network Model for Peripapillary Atrophy Areas Segmentation from Retinal Fundus Images. Applied Soft Computing (JCR Q1), 86, pp. 105890 \u003c/br\u003e● Yidong Chai, Hongyan Liu, and Jie Xu. (2018). Glaucoma diagnosis based on both hidden features and domain knowledge through deep learning models. Knowledge-Based Systems (JCR Q1), 161, pp. 147-156.\u003c/br\u003e\u003c/br\u003e期刊论文（通讯作者）\u003c/br\u003e● Sagar Samtani, Yidong Chai, Hsinchun Chen. Linking Hacker Community Exploits to Known Vulnerabilities for Proactive Cyber Threat Intelligence: A Deep Structured Semantic Model Approach. MIS Quarterly (UTD24), minor revision.\u003c/br\u003e● Mohammadreza Ebrahimi, Yidong Chai, Sagar Samtani, Hsinchun Chen. Cross-Lingual Cyber Threat Detection in International Dark Net Markets for Proactive Cyber Threat Intelligence: An Adversarial Deep Representation Learning Approach. MIS Quarterly (UTD24), minor revision\u003c/br\u003e\u003c/br\u003e会议论文（第一作者）\u003c/br\u003e● Yidong Chai, Weifeng Li, Bin Zhu, Hongyan Liu. Detecting Fake Reviews in the Cold Start Setting with Deep Learning. INFORMS Workshop on Data Science 2019\u003c/br\u003e● Yidong Chai, Weifeng Li, Hongyan Liu. Detecting Fake Reviews in the Cold Start Setting: A Deep Generative Topic Modeling Framework. Workshop on Information Technology and Systems (WITS) 2019\u003c/br\u003e● Yidong Chai, Weifeng Li. Towards Deep Learning Interpretability: A Topic Modeling Approach. International Conference on Information Systems (ICIS) 2019\u003c/br\u003e● Yidong Chai, Hongyan Liu, Jie Xu. Medical Image Annotation: A Deep Learning for Multi-Label Classification Approach. China Summer Workshop on Information Management (CSWIM) 2019\u003c/br\u003e● Yidong Chai, Luo He, Qiuyan Mei, Hongyan Liu, and Liang Xu. Deep Learning Through Two-Branch Convolutional Neuron Network for Glaucoma Diagnosis. International Conference on Smart Health (ICSH) 2017 (pp. 191-201). Springer, Cham\u003c/br\u003e● Yidong Chai, Hongyan Liu, Li Zhang. Extracting Visual Words from Images for Effective Medical Image Analysis. 21st Pacific Asia Conference on Information Systems (PACIS) 2017. AIS Electronic Library (AISeL) Langkawi, Malaysia\u003c/br\u003e\u003c/br\u003e会议论文（通讯作者）\u003c/br\u003e● Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen. Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. 3rd Workshop on Deep Learning for Security, 2020 IEEE Symposium on Security and Privacy (S\u0026P) (CCF A)\u003c/br\u003e\u003c/br\u003e"