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
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.
