智能感官与感知团队

谷宇，博士，教授，博士生导师

发布人：信息学院发布时间：2020-04-03浏览次数：1899

谷宇，教授，博士生导师；德国法兰克福大学教授；中国人工智能学会理事、教育工委会秘书长。2010年获得白俄罗斯共和国有突出贡献外国科学家称号，2012年获得中国国家教育部自然科学奖一等奖。作为第一作者或通讯作者发表论文189篇，其中，SCI收录164篇、EI收录25篇。申请并授权专利45项、发明专利23项，德国专利2项。主持并完成863计划项目、国家自然科学基金委重点项目、面上项目、科技部国际合作重点专项等纵向项目10余项；德国DFG面上项目、白俄罗斯基础研究项目、俄-白联合科研计划等国外纵向项目8项。担任TOP期刊《Nature Communications》、《Sensors & Actuators B-Chemical》特约编委，《Biosensors & Bioelectronics》、《Neurocomputing》、《IEEE sensors journal》等20余种期刊编委及审稿人。


主要论文（2019年起部分论文）Research Paper

  1. Liu H, Li Q, Gu Y*. A Multi-task Learning Framework for Gas Detection and Concentration Estimation[J]. Neurocomputing, 2020.

  2. Cao B, Zhao J, Gu Y*, et al. Applying graph-based differential grouping for multiobjective large-scale optimization[J]. Swarm and Evolutionary Computation, 2020, 53: 100626.

  3. Cao B, Zhao J, Gu Y*, et al. Multiobjective evolution of fuzzy rough neural network via distributed paralleli** for stock prediction [J]. IEEE Transactions on Fuzzy Systems, 2020.

  4. Liu H, Yu D, Gu Y*. Classification and Evaluation of Quality Grades of Organic Green Teas Using an Electronic Nose Based on Machine Learning Algorithms[J]. IEEE Access, 2019, 7: 172965-172973.

  5. Liu H, Li Q, Gu Y*, et al. Air Quality Index and Air Pollutant Concentration Prediction Based on Machine Learning Algorithms[J]. Applied Sciences, 2019, 9(19): 4069.

  6. Liu H, Li Q, Gu Y*, et al. Bionic electronic nose based on MOS sensors array and machine learning algorithms used for wine properties detection[J]. Sensors, 2019, 19(1): 45.

  7. Liu H, Li Q, Gu Y*. Convenient and accurate method for the identification of Chinese teas by an electronic nose[J]. Quality assurance and safety of crops & foods, 2019, 11(1): 79-88.

  8. Yu D, Wang X, Gu Y*, et al. A Multitask Learning Framework for Multi-Property Detection of Wine[J]. IEEE Access, 2019, 7: 123151-123157.

  9. Yang P, Cao B, Gu Y*, et al. Multi-objective 3D topology optimization of next generation wireless data center network[J]. IEEE Transactions on Industrial Informatics, 2019.

  10. Cao B, Zhao J, Gu Y*, et al. Security-Aware Industrial Wireless Sensor Network Deployment Optimization[J]. IEEE Transactions on Industrial Informatics, 2019.


研究成果Research Achievement