张帅博士，教授。主要研究领域人工智能、大数据、金融科技、智能制造、智慧供应链等。
电子邮箱：zs760914@sina.com
-教育与工作经历：
浙江大学本科和博士(硕博连读)毕业
入选浙江省高校领军人才培养计划-创新领军人才、浙江省高校中青年学科带头人、美国斯坦福大学2020年和2021年全球前2%顶尖科学家榜单，荣获浙江省优秀教师、浙江省师德先进个人、beat365英国在线体育卓越研究生导师等称号，任浙江省人工智能学会理事、浙江省计算机学会理事、浙江省电子学会理事、浙江省高等教育学会计算机教育分会理事、杭州市设计方法学研究会理事、浙江省大学计算机课程教学指导委员会委员、ACM杭州分会执行委员会委员。
-主持参与科研项目：
主要研究方向为人工智能、大数据、金融科技、智能制造、智慧供应链等；先后主持国家自然科学基金面上课题2项和省部级课题7项(其中浙江省重点研发计划项目1项)；以副组长或骨干成员身份参与国家级课题6项、省部级课题10项。近十年来(2013-2022)，在《IEEE Transactions on Knowledge and Data Engineering》、《IEEE Transactions on Systems Man Cybernetics-Systems》、《Knowledge-based systems》、《Information Sciences》、《Computers & Industrial Engineering》等国际知名期刊上以第一作者或通讯作者发表SCI/SSCI检索期刊论文48篇，其中ESI高被引论文1篇、中科院TOP期刊论文20篇、JCR-Q1论文26篇；另与他人合作发表SCI/SSCI双检索期刊论文45篇，其中ESI高被引论文3篇；获发明专利授权21项、实用新型专利授权2项、软件著作权17项。
主讲《数据科学理论与方法》、《C#开发技术》等多门专业骨干课程，所授课程深受学生欢迎，获浙江省青年教师教学技能比赛优秀奖和beat365英国在线体育教学技能比赛一等奖；从2006年以来，连续15年教学业绩考核每年均为优秀；获浙江省研究生教育成果一等奖1项和二等奖1项、校级教学成果一等奖3项、二等奖2项；指导研究生获浙江省优秀硕士学位论文4篇；指导学生在大学生程序设计竞赛、大学生服务外包创新应用大赛、大学生电子商务挑战赛、“互联网+”大学生创新创业大赛等学科竞赛中获国际级奖8项、国家级奖11项、省级奖30项；指导学生获国家级大学生创新创业训练计划课题13项、浙江省新苗计划课题12项。
近年来主持省部级及以上纵向课题情况:
(1)主持国家自然科学基金面上项目:大规模群智制造服务社会化协作关键技术研究(编号:51975512),经费:60万,起止年月:2020.01-2023.12(在研),排名:1/10。
(2)主持国家自然科学基金面上项目:面向大规模协作的制造服务自组织协同发现与动态评价研究(编号:51475410),经费:80万,起止年月:2015.01-2018.12(已结题),排名:1/10。
(3)主持浙江省重点研发计划项目：基于“智能亚运”等重大活动公共安全需求的关键技术、装备研发及应用示范-无辐射人体太赫兹成像快速安检仪研发，(编号:2021C03153),经费:280万,起止年月:2021.01-2023.12(在研),排名:1/40。
(4)主持浙江省科技计划项目:面向网络化协作的制造服务聚类与语义检索系统研制(编号:2013C31099),经费:15万,起止年月:2013.07-2015.06(已结题),排名:1/9。
(5)主持浙江省自然科学基金项目:基于语义的制造网格服务建模与优化调度算法研究(编号:Y1110671),经费:9万,起止年月:2011.01-2013.12(已结题),排名:1/5。
(6)主持浙江省高等教育“十三五”教学改革研究项目:基于兴趣驱动与三维协同的财经院校信息类硕士生学术创新型人才精细化培养研究(编号:JG20190294),经费:3万,起止年月:2020.01-2021.12(在研),排名:1/5。
(7)主持教育部产学合作协同育人项目:“人工智能+金融”卓越人才协同培养的改革与探索(编号:201802170003),经费:3万,起止年月:2019.01-2020.12(在研),排名:1/8。
(8)主持教育部产学合作协同育人项目:beat365英国在线体育-达内校外实践基地建设(编号:201701028082),经费:2万,起止年月:2017.08-2020.09(已结题),排名:1/6。
(9)主持浙江省高等教育教学改革项目:多元驱动的财经院校创新型信息人才协同培养(编号:JG20160109),经费:4万,起止年月:2017.01-2018.12(已结题),排名:1/5。
(10)主持浙江省高等教育课堂教学改革项目:基于兴趣驱动和校企合作的《Web开发技术》实践教学范式改革(编号:KG2013261),经费:2万,起止年月:2014.01-2015.12(已结题),排名:1/5。
近年来主持横向课题情况：
(1)主持横向项目:基于深度学习的电力负荷预测关键技术研究与开发(编号: 2021hx117),经费:30万,起止年月:2021.08-2023.07(在研),委托单位:杭州禾伟科技有限公司,排名:1/8。
(2)主持横向项目:城市大脑数据智能应用场景关键技术研究与开发(编号: 2021hx116),经费:50万,起止年月:2021.08-2022.07(在研),委托单位:杭州半云科技有限公司,排名:1/8。
(3)主持横向项目:全国煤炭行业管理创新成果查重系统研究与开发(编号:2020hx021),经费:30万,起止年月:2019.12-2022.11(已结题),委托单位:山东骏阳智能科技有限公司,排名:1/8。
(4)主持横向项目:护婴智眼深度学习原型系统的设计与开发(编号:2020hx020),经费:5万,起止年月:2019.12-2022.11(已结题),委托单位:杭州资通科技有限公司,排名:1/15。
(5)主持横向项目:快鱼云智慧供应链平台服务集成关键技术研究与开发(编号:2017hx043),经费:35万,起止年月:2017.08-2018.06(已结题),委托单位:芜湖达成储运有限公司,排名:1/8。
(6)主持横向项目:约拍APP原型系统的设计与开发(编号:2017hx072),经费:5万,起止年月:2017.11-2020.4(已结题),委托单位:杭州资通科技有限公司,排名:1/9。
(7)主持横向项目:水利工程质量监督数据统计分析(编号:2018hx052),经费:29.9万,起止年月:2018.05-2019.05(已结题),委托单位:浙江省水利水电工程质量与安全监督管理中心,排名:1/5。
(8)主持横向项目:区块链主链关键技术研发(编号:2019hx180),经费:3万,起止年月:2018.10-2022.12(在研),委托单位:杭州融都科技股份有限公司,排名:1/1。
-论文、著作：
近年来以第一作者或通讯作者发表SCI期刊论文情况：
(1)通讯作者.Scenario-Based Robust Remanufacturing Scheduling Problem Using Improved Biogeography-Based Optimization Algorithm.IEEE Transactions on Systems Man Cybernetics-Systems.(已录用，SCI源刊,中科院小类1区, JCR-Q1)
(2)第一作者. A novel multi-objective optimization model for the vehicle routing problem with drone delivery and dynamic flight endurance.Computers & Industrial Engineering, 173: 108679, 2022.(SCI检索,中科院小类2区, JCR-Q1)
(3)通讯作者. Dynamic graph convolutional networks based on spatiotemporal data embedding for traffic flow forecasting.Knowledge-based systems, 250: 109028, 2022.(SCI检索,中科院小类2区, JCR-Q1, CCF-C类期刊)
(4)第一作者. Multivariate correlation matrix-based deep learning model with enhanced heuristic optimization for short-term traffic forecasting.IEEE Transactions on Knowledge and Data Engineering,DOI: 10.1109/TKDE.2021.3118389, 2021.(SCI检索, CCF-A类期刊,中科院小类2区, JCR-Q1)
(5)通讯作者. Spatiotemporal multi-graph convolutional networks with synthetic data for traffic volume forecasting.Expert Systems with Applications, DOI: 10.1016/j.eswa.2021.115992, 2021.(SCI检索,中科院小类1区+Top期刊, JCR-Q1, CCF-C类期刊)
(6)第一作者. Spatiotemporal Fuzzy-Graph Convolutional Network Model with Dynamic Feature Encoding for Traffic Forecasting.Knowledge-based systems, 231: 107403, 2021.(SCI检索,中科院小类2区, JCR-Q1)
(7)通讯作者. A novel asynchronous deep reinforcement learning model with adaptive early forecasting method and reward incentive mechanism for short-term load forecasting.Energy, 236: 121492, 2021. (SCI检索,中科院小类1区, JCR-Q1)
(8)第一作者.Multitask-oriented manufacturing service composition in an uncertain environment using a hyper-heuristic algorithm.Journal of Manufacturing Systems, 60: 138-151, 2021. (SCI检索,中科院小类2区, JCR-Q1)
(9)第一作者. Hybrid wind speed forecasting model based on multivariate data secondary decomposition approach and deep learning algorithm with attention mechanism.Renewable Energy, 174:688-704, 2021. (SCI检索,中科院小类2区+Top期刊, JCR-Q1)
(10)通讯作者.A new hybrid ensemble model with voting-based outlier detection and balanced sampling for credit scoring.Expert Systems With Applications, 174: 114744, 2021.(SCI检索,中科院小类1区+Top期刊, JCR-Q1, CCF-C类期刊)
(11)第一作者. A novel ensemble deep learning model with dynamic error correction and multi-objective ensemble pruning for time series forecasting.Information Sciences, 544:427-445, 2021.(SCI检索,中科院小类1区+Top期刊, JCR-Q1, CCF-B类期刊)
(12)通讯作者. A novel multi-stage ensemble model with enhanced outlier adaptation for credit scoring.Expert Systems With Applications, 165: 113872, 2021.(SCI检索,中科院小类1区+Top期刊, JCR-Q1, CCF-C类期刊)
(13)通讯作者. A utility-aware multi-task scheduling method in cloud manufacturing using extended NSGA-II embedded with game theory.International Journal of Computer Integrated Manufacturing, 34(2):175-194, 2021.(SCI检索,中科院小类3区, JCR-Q2)
(14)通讯作者. The distinctiveness of author interdisciplinarity: a long-neglected issue in research on interdisciplinarity.Journal of Information Science, DOI: 10.1177/0165551520939499, 2020.(SCI/SSCI检索,中科院小类4区, JCR-Q2)
(15)通讯作者. Composite multi-objective optimization on a new collaborative vehicle routing problem with shared carriers and depots.Journal of Cleaner Production, 274: 122593, 2020.(SCI/SSCI检索,中科院小类2区+Top期刊, JCR-Q1)
(16)通讯作者. Dynamic multi-stage failure-specific cooperative recourse strategy for logistics with simultaneous pickup and delivery.Soft Computing, 25(5): 3795-3812, 2020.(SCI检索, JCR-Q2,中科院小类3区, CCF-C类期刊)
(17)第一作者. Fuzzy optimization model for electric vehicle routing problem with time windows and recharging stations.Expert Systems With Applications, 145: 113123, 2020.(SCI/SSCI检索,中科院小类2区+Top期刊, JCR-Q1, CCF-C类期刊)
(18)通讯作者. Energy-efficient bi-objective manufacturing scheduling with intermediate buffers using a three-stage genetic algorithm.Journal of Intelligent & Fuzzy Systems, 39(1): 289-304, 2020.(SCI,中科院小类4区, JCR-Q3)
(19)通讯作者. Multi-perspective collaborative scheduling using extended genetic algorithm with interval-valued intuitionistic fuzzy entropy weight method.Journal of Manufacturing Systems, 53: 249-260, 2019.(SCI检索,中科院小类2区, JCR-Q1)
(20)通讯作者. Collaborative vehicle routing problem with rough location using extended ant colony optimization algorithm.Journal of Intelligent & Fuzzy Systems, 37(2): 2385-2402, 2019.(SCI/SSCI双检索,中科院小类4区, JCR-Q3)
(21)通讯作者. Research front detection and topic evolution based on topological structure and the PageRank algorithm. Symmetry-Basel, 11(3):310, 2019.(SCI/SSCI检索,中科院小类4区, JCR-Q2)
(22)第一作者.A novel location-routing problem in electric vehicle transportation with stochastic demands.Journal of Cleaner Production, 221:567-581, 2019.(SCI/SSCI检索,中科院小类2区+Top期刊, JCR-Q1)
(23)通讯作者. Multifactor spatio-temporal correlation model based on a combination of convolutional neural network and long short-term memory neural network for wind speed forecasting.Energy Conversion and Management, 185:783-799, 2019.(SCI检索,中科院小类1区+Top期刊, JCR-Q1)
(24)第一作者. A collaborative service group-based fuzzy QoS-aware manufacturing service composition using an extended flower pollination algorithm.Nonlinear Dynamics, 95(4): 3091-3114, 2019.(SCI检索,中科院小类1区+TOP期刊, JCR-Q1)
(25)通讯作者.A novel multi-stage hybrid model with enhanced multi-population niche genetic algorithm: an application in credit scoring.Expert Systems With Applications, 121: 221-232, 2019.(SCI检索, JCR-Q1,中科院小类1区+TOP期刊, CCF-C类期刊)
(26)第一作者. A new fuzzy QoS-aware manufacture service composition method using extended flower pollination algorithm.Journal of Intelligent Manufacturing,30(5): 2069-2083, 2019.(SCI检索,中科院小类2区, JCR-Q1)
(27)第一作者. Networked correlation-aware manufacturing service supply chain optimization using an extended artificial bee colony algorithm.Applied Soft Computing, 76:121-139, 2019.(SCI检索,中科院小类2区, JCR-Q1)
(28)通讯作者. Robust and stable multi-task manufacturing scheduling with uncertainties using a two-stage extended genetic algorithm.Enterprise Information Systems, 13(10):1442-1470, 2019.(SCI检索,中科院小类3区, JCR-Q3)
(29)第一作者. Text classification of public feedbacks using convolutional neural network based on differential evolution algorithm.International Journal of Computers Communications & Control,14(1): 70-80, 2019.(SCI检索,中科院小类4区, JCR-Q3)
(30)通讯作者.Two-factor high-order fuzzy-trend FTS model based on BSO-FCM and improved KA for TAIEX stock forecasting.Nonlinear Dynamics, 94(2):1429–1446, 2018.(SCI检索,中科院小类1区+TOP期刊,JCR-Q1)
(31)通讯作者. A new three-dimensional manufacturing service composition method under various structures using improved Flower Pollination Algorithm.Enterprise Information Systems, 12(5):620-637, 2018.(SCI检索,中科院小类4区, JCR-Q3)
(32)第一作者. A hybrid approach combining an extended BBO algorithm with an intuitionistic fuzzy entropy weight method for QoS-aware manufacturing service supply chain optimization.Neurocomputing, 272:439-452, 2018.(SCI检索,中科院小类3区, JCR-Q1)
(33)通讯作者. A multiple-link, mutually reinforced journal-ranking model to measure the prestige of journals.Scientometrics, 111(1):521-542, 2017.(ESI高被引论文, SCI/SSCI检索, JCR-Q1,中科院小类2区)
(34)第一作者. Combining extended imperialist competitive algorithm with a genetic algorithm to solve the distributed integration of process planning and scheduling problem.Mathematical Problems in Engineering, DOI:10.1155/2017/9628935, 2017.(SCI检索,中科院小类4区,JCR-Q3)
(35)第一作者. A hybrid social network-based collaborative filtering method for personalized manufacturing service recommendation.International Journal of Computers Communications & Control,12(5): 728-740, 2017.(SCI检索,中科院小类4区,JCR-Q3)
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