高珍 - 同济大学 - 软件学院

个人简介

工作经历同济大学软件学院，博士，副教授，硕士生导师近年主持及参与的科研项目 2019-2020,多无人平台异构数据感知识别、理解与协同决策控制,同济大学2019年重点领域学科交叉重大项目 2019-2020,道路交通安全统计分析与建模国际对比研究,政府间国际科技创新合作重点专项,课题编号SQ2017YFGH002253 2019-2022,事故多发道路自动驾驶适驾性评估与改善研究,国家自然科学基金,课题编号51878498 2018-2020,面向自动驾驶开放道路测试的交通安全管理关键技术研究及应用,上海市科学技术委员会项目,课题编号18DZ1200200 2015-2017,上海市道路交通安全分析预警决策支持与事故主动管控技术研究, 上海科委项目, 课题编号15DZ1204800 2017, 交通数据科学开放课题学科交叉类项目, 基于深度学习的城市快速路事故风险预警系统, “交通运输工程”高峰学科开放基金支持 2017, QREP智能监控系统, 项目编号kh0210020170958 2016, 高可用性商务分析(HCBA)原型开发, 项目编号20161859 2015, 高可用性商务分析(HCBA)支撑技术研究, 项目编号20152768 2015, 大型主机数据脱敏项目, 项目编号20151297 获奖经历 2016年，IBM大型主机技术应用2016全国校园大赛“最佳指导教师”，项目：交通事故风险实时预测仿真系统，二等奖 2016年，2016年同济大学优秀本科教材三等奖，同济教〔2016〕82号 2015年，IBM Fellowship 2012年，“IBM中国优秀教师奖教金” 2011年，同济大学教学奖励金二等奖 2009年，获教育部－IBM高校合作项目优秀教师奖 2007年，同济大学，校优秀青年教师 2007年，“教育部-IBM精品课程” 《大型主机系统管理技能》 2007年，中国国家留学基金委员会，IBM中国优秀教师奖 2006年，同济大学，“花旗集团金融信息科技教育项目”奖教金 2006年，同济大学，“同济大学优秀校外实习指导老师”荣誉称号

研究领域

自动驾驶技术基于AI的驾驶环境感知技术自动驾驶测试场景库构建技术基于多传感器数据融合的驾驶场景重构技术智能交通系统驾驶安全边界研究、驾驶风格评估实时事故风险预测模型、危险场景预测模型基于视频的交通流参数提取技术等

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Z. Gao, Y. Liu, etc. "Predicting Hazardous Driving Event Using Multi-Modal Deep Learning based on Video Motion Profile and Kinematics Data", 21st IEEE International Conference on Intelligent Transportation Systems, ITSC 2018, November 4-7, 2018, Maui, Hawaii, USA. M. Chen, Z. Gao* etc. "Speeding Behavior Estimation Using Stop-and-Go Events Based on Velocity Data", The 16th IEEE International Conference on Communication Systems (IEEE ICCS), 19-21 December 2018, in Chengdu, China. Z. Gao, L. Li etc. "Driver Identification Based on Stop-and-Go Events Using Naturalistic Driving Data",The 11th International Symposium on Computational Intelligence and Design (ISCID), Dec. 8-9, 2018. Hangzhou China. 高珍，高屹等，连续数据环境下的道路交通事故风险预测模型研究，中国公路学报.April 1, 2018 Vol. 31(4):280-287. ISSN: 10017372. Z. Gao, R. Pan, etc. “Research on Automated Modeling Algorithm Using Association Rules for Traffic Accidents,” 2018 IEEE International Conference on Big Data and Smart Computing, Shanghai, P.R. China, 2018.1.15-18. Z. Gao, S. Yu, etc, “The Impacts of Data on Spatial Transferability of Crash Risk Prediction Model”, The 18th COTA conference International Conference of Transportation Professionals (CICTP2018), Beijing, P.R. China, 2018.7.5-8. Y. Gao, Z. Gao, etc. “Utilizing Multi-Layer Perceptron Neural Network for Crash Risk Prediction based on Full Set of Data”, The 18th COTA conference International Conference of Transportation Professionals, Beijing, P.R. China, 2018.7.5-8. Z. Gao, H. Min etc. “Optimizing Inter-Data-Center Large-scale Database Parallel Replication with Workload-driven Partitioning,” (TLDKS)Transactions on Large-Scale Data and Knowledge-Centered Systems. pp 169-192. 高珍，柯阿香等，“基于随机生存森林的城市快速路交通事件持续时间预测研究”，同济大学学报，2017，vol. 45, no. 9, pp. 1304-1310. A. Ke, Z. Gao, etc. “A Hybrid Approach for Urban Expressway Traffic Incident Duration Prediction with Cox Regression and Random Survival Forests Models,” 16th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2017), Wuhan, P.R. China, May 24-26, 2017. Z. Huang, Z. Gao, etc. “Utilizing Latent Class Logit Model to Predict Crash Risk,” 16th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2017), Wuhan, P.R. China, May 24-26, 2017. Z. Chen, Z. Gao*, etc. “Macro-level Accident Fatality Prediction Using a Combined Model Based on ARIMA and Multivariable Linear Regression,” IEEE International Conference on Progress in Informatics and Computing(PIC 2016), Shanghai, China, Dec. 23-25, 2016. Q. Wu, Z. Gao*, etc. “Research on Highly Consumable Platform for Business Analytics,” IEEE International Conference on Progress in Informatics and Computing(PIC 2016), Shanghai. Dec. 23-25, 2016. H. Min, Z. Gao*, etc. “Inter-Data-Center Large-scale Database Replication Optimization - a Workload Driven Partitioning Approach,” DEXA '14: 25th International Conference on Database and Expert Systems Applications, September 1-4, 2014, CCF C. L. Zhuang,Z. Gao*, etc. “Research on DB2 Performance Testing Automation,” 3rd International Conference on Materials Science and Information Technology(MSIT 2013), September 14, 2013 - September 15, 2013, Nanjing, pp. 2204-2208. Z. Gao, J. Yang, “Research on Multi-tenancy Implementation based on DB2,” The 2nd International Conference on E-Business and E-Government(ICEE 2011), 2011, pp.7187-7190. D. Huang, Z. Gao, “Design of An Education Cloud Based On Mainframe,” 2012 9th International Conference on Service Systems and Service Management, July 2-4, 2012, pp.167-170. L. Zhuang, Z. Gao, “Research on websphere sMash and CICS TS integrated development,” 9th International Conference on Service Systems and Service Management. ICSSSM, July 2-4, 2012, pp. 158-161, EI Compendex: 20124015485126. L. Shi, Z. Gao, “A mainframe CPU capacity prediction system based on the mathematical modeling,” 9th International Conference on Service Systems and Service Management. ICSSSM, July 2-4, 2012, pp. 537-540. H. Zhuang, Z. Gao, “Research on SOA-based Integration Solution to Bank Online Application System,” International Conference on Computer Science and Network Technology, ICCSNT, pp. 2235-2240. L. Zhuang, Z. Gao, etc. “Log Change Accumulation Adopted for Database Recovery,” International Conference on Computer Science and Network Technology, ICCSNT, pp.1819-1822. H. Zhuang, Z. Gao, etc. “Research on DB2 for z/OS Application Performance Tuning,” The 2nd International Conference on E-Business and E-Government ICEE, pp.1481-1483. L. Zhao, Z. Gao, etc. “Research on pureXML Performance Analysis,” The 2nd International Conference on E-Business and E-Government ICEE, 2011, pp.7203-7206. W. Gao, Z. Gao, etc. “Research of Complex Event Processing based on New Enterprise Transaction Server,” The 2nd International Conference on Data Storage and Data Engineering DSDE, 2011, pp.376-379.