姓名:沈刚
职称:教授
电子邮箱:Gang_shen@126.com
简介:1990年及1992年毕业于清华大学自动化系生产过程自动化专业和系统工程专业,分别获学士学位和硕士学位,1999年12月毕业于McGill大学电机与计算机工程系,获博士学位。在软件学院主讲《计算机网络》《嵌入式系统》《软件能力成熟度模型》《数据结构》等课程,出版主编教材2本。主要从事信息系统与算法、模式识别与数据挖掘、软件工程理论与方法等方面的研究,在IEEE TAC、ADVEI、JII等期刊和IEEE CDC、IFAC World Congress等会议上发表50多篇论文。获湖北省高等学校教学成果奖两项。
论文成果:
Detecting Unknown Network Attacks with Attention Encoding and Deep Metric Learning.TrustCom2022,2022,
A distance-based spectral clustering approach with applications to network community detection.JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION,2017,
A Sparse Manifold Learning Approach to Robust Indoor Positioning Based on Wi-Fi RSS Fingerprinting.IEEE ACCESS,2019,
An elastic manifold learning approach to beat-to-beat interval estimation with ballistocardiography signals.ADVANCED ENGINEERING INFORMATICS,2020,
Unobtrusive monitoring of sedentary behaviors with fusion of bluetooth and ballistocardiogram signals.METHODS,2022,
An Improved Graph Convolution Network for Robust Image Retrieval.NEURAL PROCESSING LETTERS,2022,