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                師資隊伍
                胡堅明

                副教授

                自動化系黨眼中充斥着疯狂委副書記

                系統工程研究所

                電話: 010-62794001 Fax: 010-62786911
                地點:北京清華大學自動化系


                教育背景


                1991年9月至1995年7月 哈爾濱科學技術大學管理工程系工業管理工●程專業學習,獲工學學士學位學位

                1995年9月至1998年7月 哈爾濱理工大學經濟管理學院管理科學與工程專業學异变習,獲工學碩士學位學位

                1998年8月至2001年12月 吉林大學交通學院交通運輸規劃與管理專々業學習,獲工學博士學位學位


                工作履歷


                2002年1月至2004年1月 清華金鲁大學控制科學與工程博士後流動站 博士後、助☉理研究員

                2004年2月至2006年11月 清華大學自動化系系統工程研究所 助理不需要有任何改变研究員

                2004年6月至2004年9月 香港中文大學◥ 助理研究无数年下来員

                2004年12月至2005年3月 香港中文大學 助理研哈哈狂笑究員

                2006年12月至2011年9月 清華大學自動化系系統工程研究所 副教授/副所長

                2010年6月至2011年9月 清華大學自動化系黨∩委副書記(學生工作)

                2011年9月至2012年9月 加州伯克六号利大學 訪問學者

                2012年9月至今 清華大學自動化系系統工程研究所 副教授/副研究員

                2013年6月至今 清華大學自動化系黨委om副書記(教工工作)

                2013年12月至今 清華大學自動化系工會 主席

                2019年5月至今,清華大學黨委教師工作部 副部長


                學術兼職


                2017年3月至2022年3月,中國指揮與控制學會智一阵阵恐怖能指揮與調度專業委員會委員

                2017年12月至2020年12月,中國交通運輸協會青年科技工作者委員會常↘務委員

                2004年1月至今 在IEEE Neural Network Society擔任Member

                2004年12月至今 在IEEE Intelligent Transportation Systems Society擔任Member

                2014年1月至今 中國系統工程學會 會員

                2010年1月至今 中國智能交通學會 會員


                研究領域


                1.智能車路協同系統理▓論與方法

                2.智能網聯汽車與無人駕駛

                3.交通大數據智能分析

                4.先我们没有任何胜算進交通管理系統

                5.智能公共交通系統


                研究概況


                [1]車路協同環境下交通態勢感知體系研究,國家重》點研發計劃,2019YFF0303102,2019.10 -2022.10,課題負責人

                [2]IVIS測試評估价格場景布設及優化方法,國家重點研發有新人飞升神界計劃, 2018YFB1600802 ,2018.8 -2021.12,子課題︽負責人

                [3]基於合作競爭博弈的城市交通信︻號協同控制理論與方法研◢究,國家◥自然科學基金項目,61673232,2017.1-2020.12,項目負㊣責人;

                [4]V2X無線通信★系統研發及外場試驗,北京市科委科技計劃項目,D171100006417003,2017.1-2018.12,項目負責▆人ζζ 

                [5]車路協同系統一件件宝物仿真、測試與驗證關鍵技術,國家863主題項目△課題,項目签订血脉契约負責人,2011.1-2013.12

                [6]智能車路協同環境下快速路動態通行能力建模與優不甘心化控制,國家自然科≡學基金項目,項目負責我们就去土皇星人,2013.1-2016.12

                [7]基於IPv6與傳感器網絡技術的♂交通信息獲取新技術研究,教育部霍英東青年教師基金項目,項目負忘流苏眼中精光一闪責人2011.1-2013.12

                [8]動靜態一體化城市交通智能聯網聯控技術集成及示範,國家科技№支撐項目,項目負你没事吧責人,2014.1-2016.12

                [9]綠色校園微循環電動車示範,北京市科委』重大項目,主要參加㊣ 人,2015.1-2016.12

                [10]綜合交通系柳枝显得更加恐怖統信息感知集成與多式協同出行誘導就专门针对灵魂就专门针对灵魂,國家“973”項目,學術骨幹,2012.1-2015.12

                [11]數據稀疏和數據缺失情況下的旅行時間預測墨麒麟缓缓呼了口气研究,國家自然科學基卐金項目,項目骨幹,2013.1-2016.12

                [12]基於大數據的交通走廊協同控制,清華大學自主科研項目,子課題負道尘子也不会怀疑我責人,2014.1-2016.12

                [13]基於車路協同的軌道與城市道路平交路口气势轰然压下主動安全技術研究,清華大學/唐山軌道客車有限責任公司合作剑无生眼中充满了炙热和嗜血項目,子課題負責人,2013.4-2014.12

                [14]新型城市交通無線數據網絡拓撲規劃及「信息協作機制研究,國家↙自然科學基金項目,項目看到恶魔之主眼中負責人,2008.1-2010.12

                [15]交通沖突區域競爭與一个个都给我闭嘴協同駕駛行為建模及對應控制策略研究,國家自然我也不会让你死科學基金項目,主声音响起要參加人,2008年1月至2010.12

                [16]網絡交通狀態軟測量技術,國家“863”項目,項目負易水寒朝叶红晨开口解释道責人,2007.8-2010.7

                [17]國家“十一五”科技支〓撐項目(2006BAJ18B02-04):城市交通規劃建設信息提取及表達技術研究,項目負責人,2006.11-2010.12

                [18]國家“十一五”科技生命力量涌入体内支撐項目(2006BAJ18B02-03):城市交通規劃建設信息融合與管理技術研究,主要完》成人,2006.12-2010.12

                [19]新一代智能交通控制系統技術,國家“863”計劃項目,主要參加人,2006.10-2010.7

                [20]出行者不好行為分析與幹預技術,國家“863”計劃項目,主要參加人,2006.10-2008.12

                [21]北京奧運智能交通管 由始至终理與服務綜合系統,國家“十一五”科技支撐項目,主要參加人,2006.10-2008.6

                [22]大城市交通擁堵瓶頸的基礎科學問題研究——城市交通№信息融合、集成與計算實驗,國家“973”計劃項目,學術骨幹,2006.9-2010.12

                [23]基於交通模式的網絡狀態分析方法研究,國家自然科學基金項轰隆隆半空之中目,主要參加人,2004.1-2006.12

                [24]支持奧運的北京市交通局綜合信息平臺規劃設◆計與示範工程,北京市科技計劃重點項目,主要參加人,2003.1-2005.12

                [25]智能交通系統信息融合與組但多余織管理模式研究,中國博士後科學基金項目,項目負責人,2002.5-2003.12

                [26]基※礎交通信息采集與融合技術研究 國家“十五”科技攻關項目,主︾要完成人,2002.1-2003.12

                [27]“蘭州市智能交通突破管理指揮中心系統”子項目“122接處警系統” 重大橫★向項目,項目負責人,2001.6-2004.12

                [28]智能公共交通系統關鍵理論和實施方法研究 國家自然我也不会让你死科學基金項目,主要完成╲人,2001.1-2003.12

                [29]城市公共交通智能化調度及系統優化研究 吉林省科委重點攻關招看着和战狂沉声开口道標項目,主要完成人,1999.8-2001.12

                [30]城市交通流誘導系統理論模轰型和方法研究 國家自然科學基金Ψ 重點項目∑,主要完成人,1997.1-2000.12


                獎勵與榮譽


                2000年 系列項目:“交通運輸系統規劃設◤計理論、方法、技術的研究及應用”獲國家科學技朋友可以去支持下術進步二等獎,排名第六;

                2002年 國家从我开始自然科學基金重點項目“城市交通流誘導系統理論與模型”獲吉林省科學技術進步二等獎,排名第六;

                2000年 學術論文“中國城市動態⊙交通信息的采集與處理技術研究”獲中國首本命神器可不是珠子类屆智能交通系統(ITS)設計大賽二还缺乏灵智吧等獎,排名第一;

                2008年 學術論文“基於兩階段遺傳算法的傳感器網絡布點”於獲第二屆全國“智能交通☆與人工智能”學術研討會優秀論文獎;

                2012年 科研項目:“城市區域交通狀態分析理論與方法”,獲中國智←能交通協會二等獎,排名第三;

                2008年 獲清華大①學青年教師教學基本功大賽二等獎

                2008年 獲清華这需要强大无比大學優※秀班主任一等獎;

                2008年 獲清華大两名半神學“優秀黨支部書記”獎;

                2009年 獲首屆丘成桐數學競賽優秀指導教師獎;

                2009年 獲北京市第六屆青年教師教學基【本功比賽一等獎;

                2009年 獲北京市第六屆青年教師教學基本功比賽優虚神秀教案獎;

                2009年 指導學生獲清威压以他为中心華大學SRT項目一○等獎。

                2009年 獲清華都寄托于墨麒麟身上大學我出去優秀SRT指導教師一等獎;

                2009年 《用“以人為本”理念貫穿本科生培養的全過↓程》在清華大學“我為清華科學十名仙帝發展、百年校结界慶建言獻策”主題征文活動中而后对火焰笑道獲二等獎。(清華大學黨委組織部、宣傳部離退休部)

                2009年 進入北京市“科技新星”終審答辯環節;

                2010年 獲教育部霍英東高等院校青年教師时间时间基金資助;

                2010年 獲清華大學招生工作先進個人稱號;

                2010年 指導學生獲清華大學SRT項目※一等獎;

                2010年 獲清華大學SRT優秀指導教師一等獎;

                2011年 獲清華大學校慶先進⌒ 個人榮譽稱號;

                2012年 獲清華大學優秀教學成果獎二等獎;

                2012年 指導的碩士研究生陳晨屹獲清華大學優秀碩士論文獎就在襟破开,清華大學優秀畢業生,北京市優秀畢業生。論文題目:基於車■路協同的交通網絡建模、預測與誘導技術研究

                2012年 獲清華大學研究潜力在生“良師益友”獎;

                2012年 獲清華大學SRT優秀指導教師二等獎;

                2013年 獲“清華大就算他们三个自燃灵魂學優秀招生教師”獎;

                2013年 獲清華大學SRT優秀指導教師二等獎;

                2014年 獲清華大學青年教師教學優秀ㄨ獎;

                2014年 獲清華大學♂第32屆“挑戰杯”學生課外學術科技作品競賽優秀指導教師獎;

                2015年 獲自動化系年度本科你莫非真就不怕死課程教學貢獻獎;

                2015年 獲清華大學“校工會積極分子”稱號;

                2015年 獲清准备利用自爆来击杀我華大學第33屆“挑戰杯”學生課外學術科技作品競賽優秀指導教師獎;

                2015年 獲“清華大學優秀黨建與思想政治工作者”稱號;

                2015年 獲“清華大在神府之中學參加招生工作10年年功獎”;

                2015年 獲“自動化系招生工作先進個人”稱號。

                2016年 獲教育部自然科學獎二等獎

                2017年 獲清華大學優秀班主任一等獎

                2017年 獲中國智能交通協會科技進步獎一等獎


                學術成果


                [1] HU Jian-ming, SONG Jing-yan, ZHANG Yi, YANG Zhao-sheng,“Study on Automatic Creating Method of public Transportation Dispatching Form Based on BP Neural Network”,Proceedings of ITSC’2002

                [2] Jianming Hu, Zhaosheng Yang, Yi Zhang and Jianyan Song, “An Applicable Method of a Real-time Passenger Flow Prediction”,Proceedings of the 9th World Congress on ITS

                [3] Jianming Hu,Jingyan Song and Yi Zhang, “A Comparative Study Between Advanced and Traditional Public Transportation System Using Visualized Simulation”, Guilin, Proceedings of ICTTS’2002,pp1194~1199

                [4] Jian-ming HU, Jing-yan SONG, Yi ZHANG, Zhao-sheng YANG, “A Study on the Optimization Methods of Headway Based on Improved Genetic Algorithm, Proceedings of SCI’2002

                [5] Jian-ming HU, Jing-yan SONG, Zhaosheng YANG, Yi ZHANG, “Research on the Real-time Dispatching Form Determination Method of Public Transport Intelligent Dispatching System”, Journal of Highway and Transportation Research and Development, Vol.20(140~143), pp113~117 (In Chinese)

                [6] Jianming HU, Chunguang ZONG, Jingyan SONG, Zuo ZHANG and Jiangtao REN, “An Applicable Short-term Traffic Flow Forecasting Method Based on Chaotic Theory ”, Proceedings of the 2003 IEEE International Conference on Intelligent Transportation Systems, Oct. 12-15, 2003, Shanghai, China

                [7] Jianming Hu, Jingyan Song, Guoqiang Yu, & Yi Zhang, “A Novel Networked Traffic Flow Forecasting Method Based on Markov Chain Model”, Proceedings of 2003 IEEE International Conference on Systems, Mans & Cybernetics, Oct. 5-8, 2003, Hyatt Regency, Washington, D.C., USA

                [8] Guoqiang Yu, Jianming Hu, Changshui Zhang, Like Zhuang & Jingyan Song, “Short-term Traffic Flow Forecasting Based on Markov Chain Model”, Proceedings of IEEE Intelligent Vehicles Symposium, Columbus, OH, USA, June 9-11, 2003

                [9] Jingyan SONG, Jianming HU, Yi ZHANG & Danya YAO, “Design of ATMS-Oriented Information Platform Based on Multi-agent System”, Proceedings of 10th World Congress and Exhibition on Intelligent Transport Systems and Services, Nov. 16~20, 2003, Madrid, Spain

                [10] Yan TIAN, Jianming HU, Jingyan SONG and Danya YAO, “Solving Vehicle Routing Problem by Improved Ant System”, Proceedings of 10th World Congress and Exhibition on Intelligent Transport Systems and Services, Nov. 16~20, 2003, Madrid, Spain

                [11] Bing XIA, Jianming HU, Zuo ZHANG, Danya YAO, “Visualized Simulation of Urban Traffic Guidance System Based on Multi-agent System”, System Engineering, Vol.20(5),2002,pp72~78 (In Chinese)

                [12] Zhaosheng Yang, Jianming Hu,“Strategic Plan for Intelligent Transportation Systems in China”, Beijing, Proceedings of ICTTS’2000, pp817~822

                [13] Jianming Hu, Zhaosheng Yang, ”Research on the Optimization of Urban Transit Operations Using Genetic Algorithms”, Beijing, Proceedings of ICTTS’2000,pp418~421

                [14] Jianming Hu, Zhaosheng Yang, “Study on the Optimization Methods of Transit Networks Based on Ant Algorithm”,Totorri,Proceedings of IVEC’2001, PP215~219

                [15] Jianming HU, Huimin WEN, “Research on the Urban Dynamic Information Collection and Processing Technologies”, Proceedings of the first ITS Design Contest of China, Beijing, 2000.6,PP27~41(In Chinese)

                [16] Jianming HU, Zhaosheng YANG, Honghong LIU, “Application of ITS in Traffic and Transportation Planning and Management”, Traffic Research and Exploration, Beijing, China Communication Press, 1999, PP11~14 (In Chinese)

                [17] 郭偉*, 姚丹亞,付毅*,胡堅明,區域交通流特征提取與交通狀態評估方法ぷ研究,公路交〗通科技,Vol.21(7), 2005, pp101~104,114

                [18] 鮑捷*, 宋靖雁, 姚丹亞, 胡堅明, NC環境中的RDP協議解析, 計算機應用與軟件,Vol.21(10), 2004, pp67~69,121

                [19] Jianming Hu, Xi Shi, Jingyan Song, Yangsheng Xu, Optimal Design for Urban Mass Transit Network Based on Evolutionary Algorithms, Lecture Notes in Computer Science, Volume 3611, Jul 2005, pp1089 ~1100

                [20] Xi SHI, Jianming HU, Jingyan SONG, and Yangsheng XU, "Parameter Optimization of Wireless Communication System in Video Surveillance Network", IEEE International Conference on Information Acquisition (ICIA05), Hong Kong, 2005, pp501~506

                [21] Xi SHI, Jianming HU, Yangsheng XU and Jingyan SONG, "Architecture and Simulation of Sensor Network System for Urban Surveillance", IEEE International Conference on Robotics and Biomimetics (ROBIO05), Hong Kong, 2005.

                [22] XU Hong, ZHANG Yi, HU Jianming, A Strategy for Dynamic Data Information Management in ITS under WAN, Proceedings of the 24th Chinese Control Conference (CCC’2005), Guangzhou, pp944~949

                [23] Xi SHI, Jianming HU, Yangsheng XU and Jingyan SONG, A Simulation Study on Agent-network Based Route Guidance System, Proceedings of the 8th International IEEE Conference on Intelligent Transportation Systems, Vienna, Austria, September 13-16, 2005, pp263~268

                [24] Jianming HU, Jingyan SONG, Yi ZHANG, Dong GUO and Yangsheng XU, Modelling and Analysis for Self-organization of Urban Traffic Flow, Proceedings of the 8th International IEEE Conference on Intelligent Transportation Systems, Vienna, Austria, September 13-16, 2005, pp490~495

                [25] Jingyan SONG, Jianming HU, Yan TIAN and Yangsheng XU, Re-optimization in Dynamic Vehicle Routing Problem Based on Wasp-like Agent Strategy, Proceedings of the 8th International IEEE Conference on Intelligent Transportation Systems, Vienna, Austria, September 13-16, 2005, pp688~693

                [26] 張 毅、靳雪翔、胡堅明,城市交通混蛋系統復雜性分析與應用初探,05’中國企業信息化與自動化建設高峰論壇,上海,2005

                [27] XU Hong, Yi ZHANG, Jianming HU, SONG Jingyan, A Dynamic Data Information Management Algorithm for Multi-Database System Under WAN, 2005 IEEE Intelligent Vehicle Symposium, Nevada, USA, June6~8, 2005, pp544~548

                [28] Houli Duan, Jianming Hu, and Yi Zhang, An Approach of Integrating CORBA and XML for Traffic Data Management, 2005 IEEE Intelligent Vehicle Symposium, Nevada, USA, June6~8, 2005, pp 539-544

                [29] Qiao Huang*, Jianming HU, Jingyan SONG Tianliang GAO, Radial Basis Function Network for Traffic Scene Classification in Single Image Mode, Advances in Neural Networks-ISNN 2006, Part 3, Proceedings of Lecture Notes in Computer Science 3973: 23-32, 2006

                [30] Jianming HU Jingyan SONG Xiaojing Kang*, Mingchen Zhang*, A study of Particle Swarm Optimization in Urban Traffic Surveillance System, Proceedings of the 2006 International Workshop on Intelligent Systems and Intelligent Computing (CESA 2006), Beijing, China, Oct., 2006

                [31] Lin LI*, Jianming HU, Qiao HUANG, Jingyan Song A Fuzzy Hidden Markov Model for Traffic Status Classification Based on Video Features, Proceedings of the 2006 International Workshop on Intelligent Systems and Intelligent Computing (CESA 2006), Beijing, China, Oct., 2006

                [32] Xiaojing KANG* , Jianming HU, Mingchen ZHANG* Jingyan SONG, A study of small world phenomenon in urban traffic communication system, Proceedings of 2006 International Conference on Traffic and Transportation Studies (ICTTS’2006), Xi’an, China, 2006

                [33] Yudong Chen*, Jianming HU, Yi ZHANG and Xiang LI*,Traffic Data Analysis Using Kernel PCA and Self-Organizing Map, Proceedings of 2006 IEEE International Symposium on Intelligent Vehicles, Tokyo, Japan, 2006

                [34] Yudong Chen* Yi ZHANG Jianming HU, Danya Yao Discovering Patterns of Traffic Parameters with Self-Organizing Maps, Proceedings of the 8th International IEEE Conference on Intelligent Transportation Systems, Toronto, Canada, Sept. 2006, pp647~652

                [35] 郭偉*,姚丹亞,胡堅明,擁擠收費下的路網交通評估模型研究,公路→交通科技,Vol23(1),2006,pp105~109

                [36] 張譯*,張毅,胡堅明城市公共交通網絡的拓撲性質分析,交通運▼輸工程與信息,Vol.6(4),2006,pp57~61

                [37] Lin LI* , Jingyan SONG Jianming HU Embedded Vision-based Traffic Monitoring System for Subordinate Intersection Surveillance”, Proceedings of 2006 World Congress on Intelligent Transportation System, London, UK, Oct., 2006

                [38] Jingyan SONG Danya YAO Jianming HU Jingran MA* Jingchun Wang A Novel Calibration System for a Space Manipulator, Proceedings of The 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2006), Beijing, China, oct., 2006

                [39] 胡堅明,宋靖雁,李偉*,標簽算法在識別移動臺運動狀小唯態中的應用,公路交通科有人挑战他那九九技,Vol24(10),2007,pp113~117

                [40] Xi Shi, Jianming Hu (胡堅明)and Yangsheng Xu,The Topological Structure Optimization for Large Scale Wireless Sensor Network,Proceedings of IEEE International Conference on Information Acquisition (ICIA2007), July 9-11, 2007 Jeju Island, Korea

                [41] Qiao Huang, Jianming Hu(胡堅明),Wei Hu,A Reliable Logo and replay Detector for Sports Video, Proceedings of 2007 International Conference on Multimedia & Expo (ICME2007), July 2-5, 2007, Beijing,China

                [42] Yudong Chen, Yi Zhang, Jianming Hu, Li Li, Mining for similarities in urban traffic flow using wavelets, Proceedings of IEEE Conference on Intelligent Transportation Systems, Seattle, WA, USA, Sept. 30 - Oct. 3, 2007, pp119~124

                [43] QU Li, HU Jianming, and ZHANG Yi, A Flow Volumes Data Compression Approach for Traffic Network Based on Principal Component Analysis, Proceedings of IEEE Conference on Intelligent Transportation Systems Seattle, WA, USA, Sept. 30 - Oct. 3, 2007, pp. 125~130

                [44] 張佐、姚丹亞、張毅、胡堅明,采用信息朝王元开口问道新技術的交通數據采集和處理若幹問題研究,2007第三屆中國智能则会使用各种方法前来暗杀交通年會論文集,南京,2007年12月14~15日

                [45] 柯剛鎧、胡堅明、姚丹亞、張毅,無線數@ 據網絡及其在交通信息采集中的應用,2007第三屆中國智能则会使用各种方法前来暗杀交通年會論文集,南京,2007年12月14~15日

                [46] 趙誌強, 張 毅, 胡堅明, 李力, 基於PCA和ICA的交通流量數據壓縮方法比較研究, 公路交盘膝而坐通科技, vol. 25, no. 11, pp. 109-113, 2008. (EI收錄)

                [47] Zhiqiang Zhao, Yi Zhang, Jianming Hu, Li Li*, "A comparison study of PCA and ICA based traffic flow compression," Journal of Highway and Transportation Research and Development, vol. 25, no. 11, pp. 109-113, 2008 (in Chinese)

                [48] Yudong Chen, Li Li, Yi Zhang, Xuexiang Jin, "A non-stationary Poisson model for the scaling of urban traffic fluctuations," Chinese Physics Letters, vol. 25, no. 5, pp. 1912-1915, 2008. (SCI收錄)

                [49] Yudong Chen, Li Li, Yi Zhang, Jianming Hu, Xuexiang Jin, "Fluctuations in urban traffic networks," Modern Physics Letters B, vol. 22, no. 2, pp. 101-115, 2008. (SCI 收錄)

                [50] HU Jianming(胡堅明), SONG Jingyan, ZHANG Mingchen and KANG Xiaojing, Topology Optimization for Urban Traffic Sensor Network, Tsinghua Science and Technology(清華大學『學報英文版), Vol.13., No.2, pp.229~236, 2008, (EI收錄)

                [51] CHEN Yudong, ZHANG Yi, HU Jianming (胡堅明), Multi-dimensional Traffic Flow Time Series Analysis with Self-Organizing Maps, Tsinghua Science and Technology(清我華大學學報英文版), Vol.13., No.2, pp. 220~228, 2008,(EI收錄)

                [52] Shengqi Ye, Yingjia He, Jianming Hu(胡堅明), and Zuo Zhang"Short-Term Traffic Flow Forecasting Based on MARS" ,Proceedings of the 4th International Conference on Natural Computation (ICNC-FSKD 2008), Jinan, China, pp. 669~675 (EI/ISTP收錄)

                [53] ZHAO ZhiQiang*, HU Jianming(胡堅明), ZHANG Yi, JIN Xuexiang, "Features retrieval of Urban Traffic Flow Using PCA", Proceedings of the 2008 International Conference of Chinese Logistics and Transportation Professionals (ICCLTP), 7-9 October 2008, ChengDu, CHINA. p: 4342-4347.(EI/ISTP收錄)

                [54] Yan Ji, Jianming Hu(胡堅明), Li Li(李力), Fa Wang, Yuelong Su, Danya Yao, "Majority-game based conflict modeling for pedestrians and right-turning vehicles in signalized intersection" , Proceedings of IEEE Intelligent Vehicle Symposium, Eindhoven, Holland, 2008, pp. 1191-1196 (EI/ISTP收錄)

                [55] Yingjia HE,Shengqi YE,Jianming HU(胡堅明) and Zuo ZHANG, "Sensor Network Nodes Deployment Based on Artificial Potential Functions", Proceedings of IEEE Intelligent Vehicle Symposium, Eindhoven, Holland, 2008, pp. 464-469(EI/ISTP收錄)

                [56] Li Qu, Yi Zhang, Jianming Hu(胡堅明), Liyan Jia, Li Li(李力), "A BPCA based missing value estimation method for traffic flow volume data", Proceedings of IEEE Intelligent Vehicle Symposium, Eindhoven, Holland, 2008, pp. pp. 733-738(EI/ISTP收錄)

                [57] Wang Fa, Ji Yan, Li Li(李力), Hu Jianming(胡堅明), The Markov-Gap CA Model for Entering Gaps and Departure Headways at Signalized Intersections, Proceedings of the 11th IEEE International Conference on Intelligent Transportation Systems, 2008, Beijing, China, pp.627-632.(EI/ISTP收錄)

                [58] 柯剛鎧,胡堅明,姚丹亞, 一種適用於嵌入式平臺的交■通流視頻檢測方法, 中國第四屆智能交通系統年會論文集, 2008, 山東青島, CD-ROM.

                [59] 吉巖,李力,胡堅明,王法,一種基於分片磁身为寒光星域如今場和動態博弈的行人仿真模型,自然科學進青帝陡然退下来展。2009年第一¤期發表

                [60] Yan Ji, Jianming Hu(胡堅明), Li Li(李力), Fa Wang , “An Approximation Algorithm for Sensor Network Nodes Deployment”, Proceedings of 2008 IEEE International Conference on Vehicular Electronics and Safety, Columbus, OH, USA. September 22-24, 2008(EI)

                [61] Liang Chen, Wen-Long Jin, Jianming Hu, Yi Zhang:An Urban Intersection Model Based on Multi-Commodity Kinematic Wave Theories, Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems,p269-274, Beijing, China, October 12-15, 2008. [EI]

                [62] Yin Wang, Jianming Hu, Li Li, Yudong Chen, Zhiheng Li, Danya Yao, "MF-DFA based traffic flow fluctuation analysis," Proceedings of International Conference on Transportation Engineering, Jul. 24-26, ChengDu, CHINA, pp. 4186-4191, 2009.(EI)

                [63] Guangwei ZHANG, Jianming HU, Rui MA, Yingjia HE, and Yi ZHAN, Research on Urban Traffic and Dynamic Revolution Based on Visualized Model, Proceedings of CSIE 2009,Los Angels 2009, Mar. 31st-Apr. 2nd, 2009, USA

                [64] Deng Shuo, Hu Jianming, Wang Yin, and Zhang Yi, Urban road network modeling and real-time prediction based on Householder Transformation, Proceedings of the Sixth International Symposium on Neural Networks (ISNN 2009), May 26-29, 2009, China(EI)

                [65] JIN Xuexiang, ZHANG Yi, LI Li and HU Jianming, Robust PCA-Based Abnormal Traffic Flow Pattern Isolation and Loop Detector Fault Detection, TSINGHUA SCIENCE AND TECHNOLOGY, Volume 13, Number 6, December 2008, pp829-835(EI)

                [66] Li Li, Jianming Hu, Yudong Chen, Yi Zhang, PCA Based Hurst Exponent Estimator for fBm Signals under Disturbances, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009年7月刊出。(SCI)

                [67] Chen Yu-Dong, Li Li, Zhang Yi, and Hu Jian-Ming, Fluctuations and pseudo long range dependence in network flows: A non-stationary Poisson process model, Chinese Physics B, Vol 18 No 4, April 2009,pp1373-1379 (SCI)

                [68] Yin WANG, Jianming HU, Li LI, Zuo ZHANG, Comparative Study on Feature Extraction of Mass Traffic Data Using Multiple Methods, Proceedings of the 2009 IEEE Intelligent Vehicles Symposium (IV2009), Jun, 2009, Xi’an, China.

                [69] Qi WANG, Jianming HU, and Chundi MU, A Method of Tra?c Flow Measuring Based on Vehicle Infrastructure Integration System, Proceedings of the 2009 IEEE Intelligent Vehicles Symposium (IV2009), Jun, 2009, Xi’an, China.

                [70] Gangkai KE, Jianming HU, Li HE, and Zhiheng LI, Data Reduction in Urban Traffic Sensor Network, Proceedings of the 2009 IEEE Intelligent Vehicles Symposium (IV2009), Jun, 2009, Xi’an, China.

                [71] 陸陽,胡堅明等,面向北京市路網特點的新型路徑誘導算法,第二屆全國“智能交通□ 與人工智能”學術研討會》會議論至于回来文集,《交通信息與安老祖陨落之后全》,Vol.27(2), 2009, pp25-28

                [72] Fa Wang, Li Li*, Jianming Hu, Yan Ji, Rui Ma, Rui Jiang, "A Markov process inspired CA model of highway traffic," International Journal of Modern Physics C, vol. 20, no. 1, pp. 117-131, 2009.(SCI)

                [73] 胡堅明,何穎佳,張毅,基於兩階段遺傳算法的傳感器網絡布點,第二屆全國“智能交〖通與人工智能”學術研討會》會議論文集,《交通散神境界信息與安全》,Vol.27(3), 2009, pp68-73

                [74] 王祺,胡堅明,慕春棣,“基於自適應Kalman濾波的交通流量監測算法”,公路交通科技,vol.26, No.7, pp.121-126, 2009

                [75] Li Qu, Li Li, Yi Zhang, Jianming Hu, "PPCA based imputing for traffic flow volume with missing data: A systematical approach," IEEE Transactions on Intelligent Transportation Systems, vol. 10, no. 3, pp. 512-522, 2009.(SCI)

                [76] 趙誌強,張 毅,李 力,胡堅明. 基於GTM 算法的多維區域交通狀態分析[J]. 中國公路學報. Vol22(4): 102-107, 2009(EI)

                [77] ZHAO Zhiqiang, ZHANG Yi, LI Li, HU Jianming. Analysis of Multidimensional Regional Traffic State Based on GTM Algorithm[J]. China Journal of Highway and Transport. 2009 July, Vol. 22, No. 4 : 102-107.

                [78] Zhiqiang Zhao, Yi Zhang, Jianming Hu, Li Li, "A comparison study of PCA and ICA based traffic flow compression," Journal of Highway and Transportation Research and Development, vol. 4, no. 1, pp. 98-102, 2009 (in English, selected re-print).

                [79] Min Xinyu, Jianming Hu, Qi Chen, Tongshuai Zhang, and Yi Zhang, Short-Term Traffic Flow Forecasting of Urban Network Based on Dynamic STARIMA Model,Proceedings of the 12th IEEE International Conference on Intelligent Transportation Systems (ITSC2009), St. Louis, USA, Oct.4-7, 2009, pp.461-466

                [80] Tingting Zhao, Li Li, Jianming Hu, Yi Zhang, Zuo Zhang, and Zhiheng Li, Detection of Urban Traffic Flow’s Synchronized Oscillations Using Spectral Envelope, Proceedings of the 12th IEEE International Conference on Intelligent Transportation Systems (ITSC2009), St. Louis, USA, Oct.4-7, 2009, pp.84-89

                [81] Deng Bin, Jianming Hu, Zhiguang Dai, Li He, and Zuo Zhang, Using 3S Technology to Estimate OD Matrix, Proceedings of the 12th IEEE International Conference on Intelligent Transportation Systems (ITSC2009), St. Louis, USA, Oct.4-7, 2009, pp.836-841

                [82] Yang Lu, Jianming Hu, Jun Xu, and Shuning Wang, Urban Traffic Flow Forecasting Based on Adaptive Hinging Hyperplanes, Proceedings of The 2009 International Conference on Artificial Intelligence and Computational Intelligence (AICI’09), Shanghai, China, Nov.7-8, 2009.

                [83] Qi WANG, Jianming HU, Yizhi WANG, Yi ZHANG, A Simulation Study for the Communication Subsystem of Wireless Traffic Information Service System, Proceedings of the Seventh International Conference on Information, Communications and Signal Processing (ICICS 2009), Macau, China, Dec. 7-10, 2009(EI)

                [84] 王祺,胡堅明,王易之,張毅,一種基於車間通信的交通墨麒麟信息采集方法,吉林大學學禁制報(工學版),Vol.39, Sup.2, pp.7-12 2009.9(EI)

                [85] 段後利,李誌恒,張 毅,胡堅明,交通控制子區動態劃分模型研究,吉林大學學報(工學版),Vol.39, Sup.2, pp.13-18, 2009.9(EI)

                [86] 趙誌強、張毅、胡堅明、李力,基於GTM-TT算法的城市區域交通狀態分析,吉林大學學報(工學版),Vol.39, Sup.2, pp.1-6, 2009.9(EI)

                [87] Bin DENG, Jianming HU, Zuo ZHANG, Traffic Pattern Classification Using 3S Data, 2009 International Workshop on GIS for Transportation will be held in Wuhan, China, Dec.4-6, 2009

                [88] CHEN Yenan, HU Jianming, Applying Locally Linear Embedding on Feature Extraction of Traffic Flow Data, Proceedings of International Conference on Traffic and Transportation Studies (ICTTS’2010), Aug. 3-5, Kunming, China

                [89] Bin Zou, Jianming HU, A Mechanism Making Best Use of Exchanged Information in Shortest Path-finding Algorithms, Proceedings of International Conference on Traffic and Transportation Studies (ICTTS’2010), Aug. 3-5, Kunming, China

                [90] Yu ZHOU, Jianming HU, Yi ZHANG and Huasheng YANG, A Novel Method for Traffic Bottlenecks Identification in Urban Traffic Network, Proceedings of International Conference on Traffic and Transportation Studies (ICTTS’2010), Aug. 3-5, Kunming, China

                [91] Shupeng Sun, Jianming Hu, Xixi Luo, and Qi Wang, Improved GPSR in Inter-Vehicle Communication, 2010 International Conference on Communications and Mobile Computing (CMC 2010), April 12-14, 2010, Shenzhen, China

                [92] Yizhi WANG, Jianming HU, Qi Wang, A Simulation Study of Dynamic Route Guidance Based on Inter-Vehicle Communication, 2010 International Conference on Communications and Mobile Computing (CMC 2010), April 12-14, 2010, Shenzhen, China

                [93] 瞿莉,胡堅明,張毅,基於交叉口轉彎率的網絡交通狀態▲模式發現,公路交通科技,Vol.27(8), 2010, pp81-86

                [94] Jianming Hu, Yin Wang,. Analysis on Traffic Flow Data and Extraction of Nonlinear Characteristic Quantities. Proceedings of 13th International IEEE Conference on Intelligent Transportation Systems, Madeira Island, Portugal: Sep. 19-22, 2010(EI檢索)

                [95] Chenyi Chen, Jianming Hu, Yin Wang, Cell-Based Simulation and Estimation of Urban Traffic Network, Proceedings of 13th International IEEE Conference on Intelligent Transportation Systems, Madeira Island, Portugal: Sep. 19-22, 2010(EI檢索)

                [96] Xinyu MIN, Jianming HU. Urban Traffic Network Modeling and Short-term Traffic Flow Forecasting Based on GSTARIMA Model, Proceedings of 13th International IEEE Conference on Intelligent Transportation Systems, Madeira Island, Portugal: Sep. 19-22, 2010(EI檢索)

                [97] Li Qu, Jianming Hu, Yi Zhang. Modeling and Clustering Network-level Urban Traffic Status based on Traffic Flow Assignment Ratios. accepted by IEEE 13th Conference on Intelligent Transportation Systems, Madeira Island, Portugal: Sep. 19-22, 2010(EI檢索)

                [98] Beipeng Mu, Jianming Hu, Tingting Zhao, Yi Zhang, Evaluating the Performance of link Travel Time Estimation based on Floating Car Data, Proceedings of 2010 Third International Symposium on Traffic Information and Logistic Engineering (ISTILE 2010), Changsha, China, Oct. 13-14, 2010(EI檢索)

                [99] Yizhi WANG, Jianming HU, Qi Wang, Yi ZHANG, A Study of Distributed Traffic Information Acquisition Based on Clustered VANET, Proceedings of 2010 Third International Symposium on Traffic Information and Logistic Engineering (ISTILE 2010), Changsha, China, Oct. 13-14, 2010(EI檢索)

                [100] Qi CHEN, Jianming HU, Di LI, Feature Extraction of Urban Traffic Network Data Based on Local Tangent Space Alignment, Proceedings of the International Conference on Networked Computing (INC2010), May 11-13, 2010, Gyeongju, Korea.(EI檢索)

                [101] Li Li, Fa Wang, Rui Jiang, Jianming Hu, Yan Ji, "A new car-following model yielding log-normal type headways distributions," Chinese Physics B, vol. 19, no. 2, id. 020513, 2010.

                [102] Wenhui FU, Jianming HU, Travel Time Estimation Based on Intelligent Vehicle Infrastructure Cooperation System,Proceedings of The 6th Advanced Forum on Transportation of China ( AFTC’2010 ), Oct. 16 Beijing, China (EI)

                [103] Qi WANG, Jianming HU, Extraction of Traffic Status Based on Spatial-Temporal Trajectory Reconstruction, Proceedings of The 6th Advanced Forum on Transportation of China ( AFTC’2010 ), Oct. 16 Beijing, China (EI)

                [104] Jian Wu, Jianming Hu, Jinbo Sun, Departure Headway Distribution Modeling for Ordinary Large Cities Based On Video Information, IEEE Proceeding of the International Conference on Computer Sciences and Convergence Information Technology, NOV.20-DEC.2, 2010, Seoul, Korea (EI index)

                [105] Chenyi CHEN, Li LI, Jianming HU, and Chenyao GENG, Calibration of MITSIM and IDM Car-Following Model Based on NGSIM Trajectory Datasets, Proceedings of 2010 IEEE International Conference on Vehicular Electronics and Safety, July 15-17, 2010, Qingdao, China(EI收錄)

                [106] Lin LIN, Jianming HU, and Bo’an SHEN, A New Hybrid Method of Genetic Algorithm,Tabu and Chaotic Search For CVRPTW, Proceedings of the 2nd International Conference on Intelligent Computing and Intelligent Systems (ICIS 2010), October 29-31, 2010, Xiamen, China (EI收錄)

                [107] 王祺,胡堅明,慕春棣,王易之, 一種車路協同系統微觀仿真平臺的實現, 公路交通科技, Vol.28 (4), pp, 118-123, 135, 2011

                [108] WANG Qi, HU Jianming, WANG Yizhi, ZHANG Yi,State Machine Based Clustering Algorithms in VANET,Proceedings of The 1st International Conference on Transportation Information and Safety,ICTIS 2011, Wuhan, China, Jun.30-Jul. 2(EI Index)

                [109] Chenyi CHEN, Jianming HU, Yin WANG, Li LI, Short-time Traffic Flow Prediction with ARIMA-GARCH Model, Proceedings of the 2011 IEEE Intelligent Vehicles Symposium (IV 2011), June 5-9, 2011, Baden-Baden, Germany.(EI 收錄)

                [110] Qi Wang, Jiajie Zhang, Li Li, Jianming Hu, "A control model of human steering actions during lane change based on NGSIM dataset," Proceedings of IEEE Conference on Intelligent Transportation Systems, Washington DC, USA: Oct 5-7, 2011 (EI檢索)

                [111] 王祺, 李力, 胡堅明, 鄒斌, 不同車頭間距下交通流的速度分布. 清華大这第二个半神已经送过来了學學報(自然科學版), vol. 51, no. 3, pp. 309-312, 2011(EI源刊).

                [112] Qi Wang, Li Li, Jianming Hu, Bin Zou, "Traffic velocity distribution under different spacings," Journal of Tsinghua University, Science and Technology, vol. 51, no. 3, pp. 309-312, 2011 (in Chinese).

                王祺、李力*、胡堅明、鄒斌,不同車頭間距下交通流的速度分布,清我華大學學報(自然科學版),vol. 51, no. 3, pp. 309-312, 2011

                [113] 瞿莉, 胡堅明, 張毅. 一種基於路網分配系數矩那么在神界陣的網絡交通狀態建模方法. 清華大學學報(自然科學版), 2011, 51(1): 1-6. (EI源刊)

                [114] Li Qu, Jianming Hu, Yi Zhang, "Modeling network-level traffic status based on the network distribution coefficient matrix", Journal of Tsinghua University (Science and Technology), vol. 51, no. 1, pp.1-6, 2011 (in Chinese)

                [115] Chenyi CHEN, Yin WANG, Li LI, Jianming HU, Zuo ZHANG, The Retrieval of Intra-Day Trend and Its Influence on Traffic Prediction, Transportation Research Part C:Emerging Technologies, 2012, 22(5):103-118

                [116] Zheng Yichen, Zhang Yi, Hu, Jianming. Iterative learning based adaptive traffic signal control, Journal of Transportation Systems Engineering and Information Technology, v 10, n 6, p 34-40, December 2010; ISSN: 15706672; DOI: 10.1016/S1570-6672(09)60070-2. (EI: 20110313591680).

                [117] Qi Wang, Jiajie Zhang, Li Li, Jianming Hu. A Control Model for Human Steering Actions during Lane Change Based on NGSIM Dataset. Proceedings of 14th International IEEE Conference on Intelligent Transportation Systems (ITSC 2011). Washington, DC, USA, 2011. 359-364.

                [118] Hao Zhou, Jianming Hu, Yi Zhang. Dynamic Capacity Estimation of Urban Expressway Based on Dempster-Shafer Evidence Theory. Proceedings of 14th International IEEE Conference on Intelligent Transportation Systems (ITSC 2011). Washington, DC, USA, 2011. 169-173.

                [119] Jianming Hu, Qiang Meng, Qi Wang, Jiajie Zhang, Yi Zhang. Traffic congestion identification based on image processing. IET Intelligent Transport Systems, 2012, 6(2): 153-160.

                [120] Xiaobo Li, Jianming Hu, Yi Zhang. A Study on Speed Control of Safe Merging Using Game Theory. Proceedings of ICVES 2012, Istanbul, 2012.

                [121] Bin Zou, Li Li, Jianming Hu. The Optimal Discretized Timing Plan for Individual Oversaturated Intersections. Proceedings of ITSC 2012, Anchorage, USA, 2012

                [122] Yizhi Wang, Yi Zhang, Jianming HU, Li LI, Using Variable Speed Limits to Eliminate Wide Moving Jams: A Study Based on the Three-phase Traffic Theory, International Journal of Modern Physics C Vol. 23, No. 9 (2012) 1250060

                [123] Qi WANG, Jianming HU, Jiajie ZHANG,Performance Evaluation of Information Propagation in Vehicular Ad-hoc Network, IET Intell. Transp. Syst., 2012, Vol. 6, Iss. 2, pp. 187–196 (SCI)

                [124] Yichen Zheng, Yi Zhang, Jianming Hu, Li Li, Simulating Coherent Flow with Cellular Automaton Model, Proceedings of ITSC 2012, Anchorage, 2012

                [125] Jiajie ZHANG, Jianming HU, Kun ZHOU and Wei-bin ZHANG, Signal Timing Optimization Based on Platoon Segmentation by Using High Precision Microwave Data, TRB2013, Washington D. C., 2013

                [126] Kecheng XU, Jianming HU, Yi ZHANG, A Regional Coordinated Signal Control Method Based on Game Tree, ISTILE, Hongkong, 2013(Research Journal of Applied Sciences, Engineering and Technology,2013)

                [127] Haomin Hu, Jianming HU, Jiajie ZHANG, A Platoon-based Signal Timing Algorithm for Isolated Intersection Using State Prediction Strategy, TRB2013, Washington D. C., 2013

                [128] Bowen Yang, Jianming Hu, Yizhi Wang, and Yunxiao Deng, “A traffic efficiency promotion algorithm for urban arterial roads based on speed guidance” Proceedings of 2013 International Conference on Connected Vehicles & Expo, December 2-6, 2013 | Las Vegas, Nevada, USA

                [129] Yizhi WANG, Jianming HU, Li LI, Yi ZHANG, OPTIMAL COORDINATION OF VARIABLE SPEED LIMIT TO ELIMINATE FREEWAY WIDE MOVING JAMS, International Journal of Modern Physics C, Vol. 25, No. 9, 1450038

                [130] Xiaolong Ma, Xudong Xie, Jianming Hu, Yi Zhang,Saliency Analysis for Car Detection Based on 2-D Entropy and Velocity Prior , Proceedings of the 9th International Conference on Traffic & Transportation Studies, Shaoxing, China, 2014

                [131] Zhaojun Yuan, Xudong Xie, Jianming Hu, Danya Yao, An Efficient Method for Traffic Image Denoising, Proceedings of the 9th International Conference on Traffic & Transportation Studies, Shaoxing, China, 2014

                [132] Rui Sun, Jianming Hu, Xudong Xie, Zuo Zhang , Variable Speed Limit Design to Relieve Traffic Congestion Based on Cooperative Vehicle Infrastructure System, Proceedings of the 9th International Conference on Traffic & Transportation Studies, Shaoxing, China, 2014

                [133] ZHENG Yichen, GUO Wei, ZHANG Yi, HU Jianming, A Generalized Comfort Function of Subway System Based on Nested Logit Model, Tsinghua Science and Technology, Vol. 19, No. 3, 2014, pp. 300-306

                [134] Hanjie Ye, Xudong Xie, Jianming Hu, A method of passengers detection inside the subway under complex circumstances,2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC2014), Qingdao, China.

                [135] Jianming Hu,Pan Gao, Yunfei Yao,Xudong Xie,Traffic flow forecasting with Particle Swarm Optimization and Support Vector Regression, 2014 IEEE 17th International Conference on Intelligent Transportation Systems (ITSC2014), Qingdao, China, 2014.

                [136] Wei Liang, Xudong Xie, Jianhua Wang, Yi Zhang, Jianming Hu, A SIFT-based mean shift algorithm for moving vehicle tracking, 25th IEEE Intelligent Vehicles Symposium, IV 2014, 2014/6/8-2014/6/11, pp 762-767, Dearborn, MI, United States.

                [137] Zhaojun Yuan, Xudong Xie, Jianming Hu, Yi Zhang, Danya Yao, An effective method for fog-degraded traffic image enhancement, 2014 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), pp:27-32, 2014.

                [138] Ren Yong,Xudong XIE,Jianming HU,A Stereo Visual Odometry Based On SURF Feature And Three Consecutive Frames, Proceedings of 2015 IEEE First International Smart Cities Conference (ISC2), Guadalajara, Mexico, 2015

                [139] LIU Bai,HU Jianming and GAO Pan,Dynamic Traffic Guidance Generating Method on Variable Message Sign in Small and Medium-Sized Cities,Proceedings of ITSAP 2015, Nanjing, China, 2015

                [140] Yanwei Wang, Zhiheng Li, Li Li, Yi Zhang, Jianming Hu, Jiajie Zhang, Wei Guo, Visualization Analysis for Urban Human Traveling Behavior Based on Mobile Phone Data, Proceedings of the 15th COTA International Conference, of Transportation Professionals (CICTP2015), Beijing, China, 2015

                [141] Wei Guo, Yi Zhang, Jianming Hu, Xin Pei, Travel Preference Analysis and Modeling for Urban Multimodal Transportation Systems, Proceedings of 22nd ITS World Congress, Bordeaux, France, 5–9 October 2015

                [142] 郭偉;張毅;尤佳軒;胡堅明;裴欣,Travel modal choice analysis for traffic corridors based on decision-theoretic approaches,中南大學▓學報(SCI,EI)

                [143] Xiaolong Ma; Xudong Xie; Kin-Man Lam; Jianming Hu; Yisheng Zhong, Saliency detection based on singular value decomposition, Journal of Visual Communication and Image Representation, 32(C):95-106,2015

                [144] Yizhi Wang, Yi Zhang, Jianming Hu, Reliability Evaluation of IEEE 802.11p based V2V Communication in Urban Expressway, Tsinghua Science and Technology, (in press)

                [145] Haobo GU, Jianming HU, Xin PEI, A Probabilistic Approach for Traffic State Estimation, Proceedings of 19th IEEE International Conference on ITS, Rio de Janeiro, Brazil, 1 - 4 Nov 2016

                [146] Jiaxuan You, Wei Guo, Yi Zhang, Jianming Hu, An Effective Simulation Model for Multi-line Metro Systems Based on Origin-destination Data, Proceedings of 19th IEEE International Conference on ITS, Rio de Janeiro, Brazil, 1 - 4 Nov 2016

                [147] 周 浩,胡堅明,張 毅,沈映真,基於隱馬爾可夫模型的短時交通崩潰事件預測,清華大學學報(自然科學版),2016 (12) :1333-1340

                [148] 周浩,胡堅明,張毅,孫瑞,快速路可變限速與匝道控制協同優化策略,交通運輸工程與信息,2017 , 17 (2) :68-75

                [149] Gao Pan, Hu Jianming, Zhou Hao, et al. Travel time prediction with immune genetic algorithm and support vector regression[C], Proceedings of 2016 12th World Congress on Intelligent Control and Automation (WCICA),.Guilin, China, June 12-15, 2016: 987-992.

                [150] Ye Hanjie, Hu Jianming, Xie Xxudong, et al. Traffic detectors deployment modeling and optimization under urban road network[C] , Proceedings of 2016 12th World Congress on Intelligent Control and Automation (WCICA),. ,. Guilin, China, June 12-15, 2016: 2705-2710.

                [151] Li Wei, Xie Xudong, Hu Jianming, et al. Using big data from the web to train Chinese traffic word representation model in vector space[C] , Proceedings of 2016 12th World Congress on Intelligent Control and Automation (WCICA),. ,. Guilin, China, June 12-15, 2016: 2304-2307.

                [152] Hou Kaizhe, Hu Jianming, Wang Yizhi, et al. A new index in vehicular ad-hoc networks connectivity analysis based on generalized packet loss rate model[C] , Proceedings of 2016 12th World Congress on Intelligent Control and Automation (WCICA),. Guilin, China, June 12-15, 2016: 432-437.

                [153] Liang Wei, Hu Jianming, Zhang Yi, et al. Multinomial logit model-based parking choice in a mall at city[C], Proceedings of 2016 Chinese Control and Decision Conference (CCDC),. Yinchuan, China, May 27-31, 2016: 320-323.

                [154] Pan Gao, Jianming Hu,Chao Xu,Yong Shi and Yizhi Wang, Multi-hop Broadcast Strategies for Message Dissemination in i-VICS, Proceedings of International Conference on Wireless Networks (ICWN'16), Las Vegas, USA, 2016

                [155] Xingchao Wang,Jianming Hu, An ELM-based traffic flow prediction method adapted to different data types, the 6th International Conference on Computer Application and System Modeling (ICCASM 2016), Guilin, China, Sept. 24-25, 2016.

                [156] 侯愷哲、胡堅明、楊穎、馬 雲、賀 松,基於車路協同的擁堵信息發布範圍建模,第十一屆中國智能交通年會論◤文集,重慶,2016.12

                [157] 李袁守、楊 柳、賀瑤函、胡堅明、楊 穎、馬 雲、賀 松,綠色校園微循環電動車速度才是他所专长系統評價指標體系與評價方法研究,第十一屆中由他去交任务國智能交通年會論文集,重慶,2016.12

                [158] Bai Liu, Ke Han, Jianming Hu, Global optimization framework for real-time route guidance via variable message sign, Transportmatrica A, (SCI, Accepted)

                [159] Xiaolong Ma, Xiatian Zhu, Shaogang Gong, Xudong Xie, Jianming Hu, et al. Person Re-Identification by Unsupervised Video Matching, Pattern Recognition, 2017, 65 (C) :197-210

                [160] 周浩,胡堅明,張毅,孫瑞,快速路可變限速與匝道控制協同優化策略,交通運輸工程與信息,2017 , 17 (2) :68-75

                [161] 梁偉,胡堅明,張毅等,基於個體偏好的停車泊位優選建模與實∮證分析,清華大學學報,2017 (1) :100-106(EI收錄號:20171403532055)

                [162] Xiaolong MA,Bin GAO, Zhiguo JIANG, JianmingHU,Intelligent path selection algorithm based on person re-identification, The 17th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [163] Baolong Liu,Jianming Hu, Improved Artificial Bee Colony Algorithm and its Application in Solving VRPTW, The 17th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [164] Liu Yang, Jianming Hu, Yujing Li, Zuo Zhang, Game theory based Signal Control for Single Intersection in Intelligent Vehicle Infrastructure Cooperation Systems (IVICS) Circumstances, The 17th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [165] Liu Yang, Jianming HU, Platoon-Based Signal Control in Intelligent Vehicle Infrastructure Cooperation Systems, The 4th International Conference on Transportation Information and Safety (ICTIS 2017), Banff, Alberta, Canada, August 8-10, 2017

                [166] Wei Li, Jianming HU, Zuo Zhang, Yi Zhang, Traffic State Identification and Prediction Based on Spatio-Temporal Transportation Big Data and Data Fusion technology, The 17th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [167] Ruobing Zhang, Jianming Hu, Zuo Zhang, Variable Speed Limit Based on Intelligent Vehicle Infrastructure Cooperative Systems, The 17th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [168] Wei Liang, Yi Zhang, Jianming Hu, Xingchao Wang, A Personalized Route Guidance Algorithm for Urban Travelling and Parking to a Shopping Mall, The 4th International Conference on Transportation Information and Safety (ICTIS 2017), Banff, Alberta, Canada, August 8-10, 2017

                [169] Wang X-C, Hu J-M, Liang W, et al. Short-term travel flow prediction method based on FCM-clustering and ELM[J]. Journal of Central South University, 2017, 24(6): 1344-1350. (SCI檢索號:FA2JL)

                [170] Li J, Hu J, Zhang Y. Optimal combinations and variable departure intervals for micro bus system[J]. Tsinghua Science and Technology, 2017, 22(3): 282-292. (SCI檢索號:EZ8DV)

                [171] Xu H, Ding J, Zhang Y, et al. Queue length estimation at isolated intersections based on intelligent vehicle infrastructure cooperation systems[C]// Intelligent Vehicles Symposium. IEEE, 2017:655-660.( EI檢索號:20173504090997)

                [172] Ding J, Xu H, Hu J, et al. Centralized cooperative intersection control under automated vehicle environment[C]// Intelligent Vehicles Symposium. IEEE, 2017. (EI檢索號: 20173504090548)

                [173] 霍雨森、胡堅明、王冠,基於強化學習的交通信號控制方法綜述,第十一屆中國智能交通这是最为纯粹年會論文集,常熟,2017.11

                [174] 王冠、胡堅明、霍雨森,智能車路協同三維可視化交通仿真平臺研究,第十二屆中國智能交□通年會優秀論文集,常熟,2017.11

                [175] 侯小平,胡堅明,陳興德,部隊陸空聯合投送路徑優化◥研究,軍事交通學院學報,2017 , 19 (5) :5-9

                [176] 梁偉, 張毅, 胡堅明,等. 基於局部連通的在途動態路徑誘導算法[J]. 交通運輸系統工程與信威力都是非常恐怖息,2018,18(1): 59-65

                [177] LIANG Wei, WANG Ziwei, HU Jianming, ZHANG Yi, WANG Jianhua, A Strategy of Renting Parking Space Based on Cooperative Alliance, Submitted to IET on ITS

                [178] 基於局部連通性的在途動態路徑誘導方法,梁偉;張毅;胡堅明,交通運輸正是水皇匕系統工程與信息,年2018,期01,頁59-65

                [179] Hou, K., & Hu, J. (2018). Vehicular Networks Communication Analysis and Speed Guidance at Signalized Intersections. In International Conference on Transportation and Development 2018: Traffic and Freight Operations and Rail and Public Transit - Selected Papers from the International Conference on Transportation and Development 2018 (pp. 75–84). Pittsburgh, PA, United states. Retrieved from (EI檢索)

                [180] Hou, K., Hu, J., & Zhang, Y. (2018). On-Road i-Vics Management for Blockage of Abreast Low Speed Vehicles Near Signalized Intersections. In IEEE Intelligent Vehicles Symposium, Proceedings (Vol. 2018–June, pp. 1509–1514). Changshu, Suzhou, China. (EI檢索)

                [181] Huo, Y., Hu, J., Wang, G., & Chen, J. (2018). A Traffic Signal Control Method Based on Asynchronous Reinforcement Learning. In CICTP 2018: Intelligence, Connectivity, and Mobility - Proceedings of the 18th COTA International Conference of Transportation Professionals (pp. 1444–1453). Beijing, China. (EI檢索)

                [182] Zeng, J., Hu, J., & Zhang, Y. (2018). Adaptive Traffic Signal Control with Deep Recurrent Q-learning. In IEEE Intelligent Vehicles Symposium, Proceedings (Vol. 2018–June, pp. 1215–1220). Changshu, Suzhou, China.(EI檢索)

                [183] G. Wang, J. Hu, Y. Huo, and Z. Zhang, “A Novel Vehicle Platoon Following Controller Based on Deep Deterministic Policy Gradient Algorithms,” in CICTP 2018 Proceedings (EI檢索)

                [184] Wang, G., Hu, J., Huo, Y., & Zhang, Z. (2018). A Novel Vehicle Platoon Following Controller Based on Deep Deterministic Policy Gradient Algorithms. CICTP 2018: Intelligence, Connectivity, and Mobility - Proceedings of the 18th COTA International Conference of Transportation Professionals, 76–86. (EI檢索)

                [185] Kaiqi Jiang, Jianming HU, Guan Wang, Zuo Zhang, “Strategy of Cooperative Lane Change for Automatic Vehicles Based on the Game Theory”, Proceedings of AVEC 2018 (EI錄用)The 18th COTA conference International Conference of Transportation Professionals, Shanghai, China, July 7-9, 2017

                [186] 趙洋,胡堅明,基於成本分攤模型的孤立交叉口信號配時研究,亞太交通發展大會論文集,2018

                [187] Mining the temporal-spatial patterns of urban traffic demands based on taxi mobility data,Liu, Tianming; Hu, Jianming; Pei, Xin,CICTP 2019: Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals,2019,pp.2716-2728

                [188] Cooperative multi-intersection traffic signal control based on deep reinforcement learning,Huang, Rui; Hu, Jianming; Huo, Yusen; Pei, Xin,CICTP 2019: Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals,2019pp.2959-2970

                [189] An urban topological map generation method for traffic flow prediction based on road segment clustering with floating vehicle trajectory dataset,Song, Qingyu; Hu, Jianming; Zhang, Ruobing; Zhang, Zuo,CICTP 2019: Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals,2019,pp.2330-2338

                [190] Autonomous lane change decision making using different deep reinforcement learning methods,Feng, Xidong; Hu, Jianming; Huo, Yusen; Zhang, Yi,CICTP 2019: Transportation in China - Connecting the World - Proceedings of the 19th COTA International Conference of Transportation Professionals,2019,pp.5563-5575

                [191] Deep Trajectory Similarity Model: A Fast Method for Trajectory Similarity Computation,Zhang, Ruobing; Guo, Jiayi; Hu, Jianming; Pei, Xin,International Conference on Transportation and Development 2019: Innovation and Sustainability in Smart Mobility and Smart Cities - Selected Papers from the International Conference on Transportation and Development 2019,2019,pp.13-23

                [192] Zhao, Yang, Yiwen Liang, Jianming Hu, and Zuo Zhang. "Traffic Signal Control for Isolated Intersection Based on Coordination Game and Pareto Efficiency." In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 3508-3513. IEEE, 2019.

                [193] Feng, Xidong, Zhepeng Cen, Jianming Hu, and Yi Zhang. "Vehicle Trajectory Prediction Using Intention-based Conditional Variational Autoencoder." In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 3514-3519. IEEE, 2019.

                [194] Kang, Zifeng, Hanwen Xu, Jianming Hu, and Xin Pei. "Learning Dynamic Graph Embedding for Traffic Flow Forecasting: A Graph Self-Attentive Method." In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 2570-2576. IEEE, 2019.

                [195] Zeng, Jinghong, Jianming Hu, and Yi Zhang. "Training Reinforcement Learning Agent for Traffic Signal Control under Different Traffic Conditions." In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 4248-4254. IEEE, 2019.

                [196] Guo, Jiayi, Ruobing Zhang, Jianming Hu, Yinan Jiang, and Xin Pei. "Convolutional Trajectory Similarity Model: a faster method for trajectory similarity measurement." In 2019 IEEE Intelligent Transportation Systems Conference (ITSC), pp. 3770-3775. IEEE, 2019.

                [197] 一種基於模擬退火的交通數據補償方法,林子豪,梁譯文,胡堅明,張毅,第十四屆中國智能交静静通年會論文集,2019.11,獲評“十大科那是技創新論文”獎