A Deep Clustering and Generative Approach for Large-Scale Air Traffic Trajectory Data.

Mark Hansen

Ziming Wang Yanjun Wang 0006 Mark Hansen Lishuai Li A Deep Clustering and Generative Approach for Large-Scale Air Traffic Trajectory Data. 2026 March 3086-3099 27 IEEE Trans. Intell. Transp. Syst. 3 https://doi.org/10.1109/TITS.2026.3652296 db/journals/tits/tits27.html#WangWHL26 streams/journals/tits

Sitong Wang 0001 Jocelyn McKinnon-Crowley Tao Long 0003 Kian Loong Lua Keren Henderson Kevin Crowston Jeffrey V. Nickerson Mark Hansen Lydia B. Chilton The Role of Human Creativity in the Presence of AI Creativity Tools at Work: A Case Study on AI-Driven Content Transformation in Journalism. 2026 HICSS https://hdl.handle.net/10125/111407 conf/hicss/2026 db/conf/hicss/hicss2026.html#WangMLLHCNHC26

Jung Ho Park Changyeob Lee Shangqing Cao Raja Sengupta 0002 Mark Hansen Pavan Yedavalli Aircraft and Fleet Sizing for Regional Air Mobility: College Town Case Studies. 2026 May abs/2605.25456 CoRR https://doi.org/10.48550/arXiv.2605.25456 db/journals/corr/corr2605.html#abs-2605-25456 streams/journals/corr

Shangqing Cao Rishi Kumar Srinivasan Raja Sengupta 0002 Mark Hansen Like Uber or Like Buses? Economic Feasibility Analysis of UAM for Airport Access. 2026 June abs/2606.00504 CoRR https://doi.org/10.48550/arXiv.2606.00504 db/journals/corr/corr2606.html#abs-2606-00504 streams/journals/corr

Mark Hansen Jacob Vejby Julian Koch Flood mapping using Sentinel-1 imagery with topographical and hydrological contextualization: Case study from Ribe, Denmark. 104816 2025 143 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2025.104816 db/journals/aeog/aeog143.html#HansenVK25 streams/journals/aeog

Zhijie Chen Heung-Yeung Shum Xianbin Cao 0001 Mark Hansen Engineering and technology for low-altitude economy infrastructure. 2393-2396 2025 December 26 Frontiers Inf. Technol. Electron. Eng. 12 https://doi.org/10.1631/FITEE.2530000 db/journals/jzusc/jzusc26.html#ChenSCH25 streams/journals/jzusc

Sitong Wang 0001 Jocelyn McKinnon-Crowley Tao Long 0003 Kian Loong Lua Keren Henderson Kevin Crowston Jeffrey V. Nickerson Mark Hansen Lydia B. Chilton The Role of Human Creativity in the Presence of AI Creativity Tools at Work: A Case Study on AI-Driven Content Transformation in Journalism. 2025 February abs/2502.05347 CoRR https://doi.org/10.48550/arXiv.2502.05347 db/journals/corr/corr2502.html#abs-2502-05347 streams/journals/corr

Jing Xu Mark Hansen Megan Smirti Ryerson Identification and Characterization for Disruptions in the U.S. National Airspace System (NAS). 2025 February abs/2502.18687 CoRR https://doi.org/10.48550/arXiv.2502.18687 db/journals/corr/corr2502.html#abs-2502-18687 streams/journals/corr

Shangqing Cao Aparimit Kasliwal Huangyi Zheng Masoud Reihanifar Francesc Robuste Mark Hansen Robust Management of Airport Security Queues Considering Passenger Non-compliance with Chance-Constrained Optimization. 2025 May abs/2505.05717 CoRR https://doi.org/10.48550/arXiv.2505.05717 db/journals/corr/corr2505.html#abs-2505-05717 streams/journals/corr

Xuan Jiang Xuanyu Zhou Yibo Zhao Shangqing Cao Jinhua Zhao Mark Hansen Raja Sengupta 0002 From Patchwork to Network: A Comprehensive Framework for Demand Analysis and Fleet Optimization of Urban Air Mobility. 2025 October abs/2510.04186 CoRR https://doi.org/10.48550/arXiv.2510.04186 db/journals/corr/corr2510.html#abs-2510-04186 streams/journals/corr

Yuyol Shin Namwoo Kim Hyeyeong Lee Soh Young In Mark Hansen Yoonjin Yoon Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks. 107936 2024 132 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.107936 https://www.wikidata.org/entity/Q129112246 db/journals/eaai/eaai132.html#ShinKLIHY24

Sitong Wang 0001 Samia Menon Tao Long 0003 Keren Henderson Dingzeyu Li Kevin Crowston Mark Hansen Jeffrey V. Nickerson Lydia B. Chilton ReelFramer: Human-AI Co-Creation for News-to-Video Translation. 169:1-169:20 2024 CHI https://doi.org/10.1145/3613904.3642868 https://www.wikidata.org/entity/Q130840436 conf/chi/2024 db/conf/chi/chi2024.html#WangMLHLCHNC24 Alexander Spangher Zihan Xue Te-Lin Wu Mark Hansen Jonathan May LegalDiscourse: Interpreting When Laws Apply and To Whom. 8536-8559 2024 NAACL-HLT https://doi.org/10.18653/v1/2024.naacl-long.472 conf/naacl/2024 db/conf/naacl/naacl2024.html#SpangherXWHM24

Emin Burak Onat Shangqing Cao Raiyan Rizwan Xuan Jiang Mark Hansen Raja Sengupta 0002 Anjan Chakrabarty A Simulation-Optimization Framework for Developing Wind-Resilient AAM Networks. 2024 abs/2405.11118 CoRR https://doi.org/10.48550/arXiv.2405.11118 db/journals/corr/corr2405.html#abs-2405-11118

Ke Liu Mark Hansen Excess Delay from GDP: Measurement and Causal Analysis. 2024 abs/2405.11211 CoRR https://doi.org/10.48550/arXiv.2405.11211 db/journals/corr/corr2405.html#abs-2405-11211

Ke Liu Kaijing Ding Lu Dai Mark Hansen Kennis Chan John Schade Real-Time Go-Around Prediction: A case study of JFK airport. 2024 abs/2405.12244 CoRR https://doi.org/10.48550/arXiv.2405.12244 db/journals/corr/corr2405.html#abs-2405-12244

Shangqing Cao Xuan Jiang Emin Burak Onat Bo Zou Mark Hansen Raja Sengupta 0002 Anjan Chakrabarty Fleet Size and Spill for UAM Operation under Uncertain Demand. 2024 abs/2407.00947 CoRR https://doi.org/10.48550/arXiv.2407.00947 db/journals/corr/corr2407.html#abs-2407-00947 streams/journals/corr

Shangqing Cao Aparimit Kasliwal Masoud Reihanifar Francesc Robuste Mark Hansen Effective Management of Airport Security Queues with Passenger Reassignment. 2024 abs/2407.00951 CoRR https://doi.org/10.48550/arXiv.2407.00951 db/journals/corr/corr2407.html#abs-2407-00951 streams/journals/corr

Alexander Kwako Yixin Wan Jieyu Zhao 0001 Mark Hansen Kai-Wei Chang 0001 Li Cai Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? 668-681 2023 BEA@ACL https://doi.org/10.18653/v1/2023.bea-1.54 https://aclanthology.org/2023.bea-1.54 conf/bea/2023 db/conf/bea/bea2023.html#KwakoWZHCC23 Savvas Petridis Nicholas Diakopoulos Kevin Crowston Mark Hansen Keren Henderson Stan Jastrzebski Jeffrey V. Nickerson Lydia B. Chilton AngleKindling: Supporting Journalistic Angle Ideation with Large Language Models. 225:1-225:16 2023 CHI https://doi.org/10.1145/3544548.3580907 conf/chi/2023 db/conf/chi/chi2023.html#PetridisDCHHJNC23 Mihai Anca Jonathan D. Thomas Dabal Pedamonti Mark Hansen Matthew Studley Achieving Goals Using Reward Shaping and Curriculum Learning. 316-331 2023 FTC (1) https://doi.org/10.1007/978-3-031-47454-5_24 conf/ftc/2023-1 db/conf/ftc/ftc2023-1.html#AncaTPHS23

Sitong Wang 0001 Samia Menon Tao Long 0003 Keren Henderson Dingzeyu Li Kevin Crowston Mark Hansen Jeffrey V. Nickerson Lydia B. Chilton ReelFramer: Co-creating News Reels on Social Media with Generative AI. 2023 abs/2304.09653 CoRR https://doi.org/10.48550/arXiv.2304.09653 db/journals/corr/corr2304.html#abs-2304-09653

Emin Burak Onat Vishwanath Bulusu Anjan Chakrabarty Mark Hansen Raja Sengupta 0002 Banavar Sridar Evaluating eVTOL Network Performance and Fleet Dynamics through Simulation-Based Analysis. 2023 abs/2312.02505 CoRR https://doi.org/10.48550/arXiv.2312.02505 db/journals/corr/corr2312.html#abs-2312-02505

Mihai Anca Matthew Studley Mark Hansen Jonathan D. Thomas Dabal Pedamonti Effects of Reward Shaping on Curriculum Learning in Goal Conditioned Tasks. 2022 abs/2206.02462 CoRR https://doi.org/10.48550/arXiv.2206.02462 db/journals/corr/corr2206.html#abs-2206-02462

Jiajian Lu Offer Grembek Mark Hansen Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction. 2022 abs/2210.01363 CoRR https://doi.org/10.48550/arXiv.2210.01363 db/journals/corr/corr2210.html#abs-2210-01363

Lei Kang 0001 Mark Hansen Quantile Regression-Based Estimation of Dynamic Statistical Contingency Fuel. 257-273 2021 55 Transp. Sci. 1 https://doi.org/10.1287/trsc.2020.0997 db/journals/transci/transci55.html#KangH21

Michael O. Ball Alexander S. Estes Mark Hansen Yulin Liu Quantity-Contingent Auctions and Allocation of Airport Slots. 858-881 2020 54 Transp. Sci. 4 https://doi.org/10.1287/trsc.2020.0995 db/journals/transci/transci54.html#BallEHL20

Yulin Liu Mark Hansen Predicting Aircraft Trajectories: A Deep Generative Convolutional Recurrent Neural Networks Approach. 2018 abs/1812.11670 CoRR http://arxiv.org/abs/1812.11670 db/journals/corr/corr1812.html#abs-1812-11670

Aude Marzuoli Emmanuel Boidot Eric Feron Paul B. C. van Erp Alexis Ucko Alexandre M. Bayen Mark Hansen Multimodal Impact Analysis of an Airside Catastrophic Event: A Case Study of the Asiana Crash. 587-604 2016 17 IEEE Trans. Intell. Transp. Syst. 2 https://doi.org/10.1109/TITS.2015.2483743 db/journals/tits/tits17.html#MarzuoliBFEUBH16

Aude Marzuoli Emmanuel Boidot Pablo Colomar Mathieu Guerpillon Eric Feron Alexandre M. Bayen Mark Hansen Improving Disruption Management With Multimodal Collaborative Decision-Making: A Case Study of the Asiana Crash and Lessons Learned. 2699-2717 2016 17 IEEE Trans. Intell. Transp. Syst. 10 https://doi.org/10.1109/TITS.2016.2536733 db/journals/tits/tits17.html#MarzuoliBCGFBH16

Tasos Nikoleris Mark Hansen Effect of Trajectory Prediction and Stochastic Runway Occupancy Times on Aircraft Delays. 110-119 2016 50 Transp. Sci. 1 https://doi.org/10.1287/trsc.2015.0599 db/journals/transci/transci50.html#NikolerisH16

Yi Liu 0033 Mark Hansen Incorporating Predictability Into Cost Optimization for Ground Delay Programs. 132-149 2016 50 Transp. Sci. 1 https://doi.org/10.1287/trsc.2015.0594 db/journals/transci/transci50.html#LiuH16

Mark Hansen Tim Piontek Matthias Wißotzki IT operation management - A systematic literature review of ICIS, EDOC and BISE. 115-126 2015 DEC https://dl.gi.de/handle/20.500.12116/2308 conf/dec/2015 db/conf/dec/dec2015.html#HansenPW15

Megan S. Ryerson Mark Hansen Optimal Intercity Transportation Services With Heterogeneous Demand and Variable Fuel Price. 1158-1168 2014 8 IEEE Syst. J. 4 https://doi.org/10.1109/JSYST.2013.2249213 db/journals/sj/sj8.html#RyersonH14

Aude Marzuoli Emmanuel Boidot Eric Feron Paul B. C. van Erp Alexis Ucko Alexandre M. Bayen Mark Hansen Anatomy of a Crash. 2014 abs/1410.4256 CoRR http://arxiv.org/abs/1410.4256 db/journals/corr/corr1410.html#MarzuoliBFEUBH14

Tasos Nikoleris Mark Hansen Queueing Models for Trajectory-Based Aircraft Operations. 501-511 2012 46 Transp. Sci. 4 https://doi.org/10.1287/trsc.1120.0411 db/journals/transci/transci46.html#NikolerisH12

Vipin Vijayan Kevin W. Bowyer Patrick J. Flynn Di Huang 0001 Liming Chen 0002 Mark Hansen Omar Ocegueda Shishir K. Shah Ioannis A. Kakadiaris Twins 3D face recognition challenge. 1-7 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117491 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117491 conf/icb/2011 db/conf/icb/ijcb2011.html#VijayanBFHCHOSK11

Avijit Mukherjee Mark Hansen A Dynamic Stochastic Model for the Single Airport Ground Holding Problem. 444-456 2007 41 Transp. Sci. 4 https://doi.org/10.1287/trsc.1070.0210 db/journals/transci/transci41.html#MukherjeeH07

Mark Hansen Stuart E. Madnick Michael D. Siegel Data Integration using Web Services. 3-16 2002 conf/diweb/2002 DIWeb db/conf/diweb/diweb2002.html#HansenMS02 Mark Hansen Stuart E. Madnick Michael D. Siegel Data Integration Using Web Services. 165-182 2002 conf/eextt/2002 EEXTT https://doi.org/10.1007/3-540-36556-7_15 db/conf/eextt/eextt2002.html#HansenMS02 Mark Hansen Stuart E. Madnick Michael D. Siegel Process Aggregation Using Web Services. 12-27 2002 conf/wes/2002 WES https://doi.org/10.1007/3-540-36189-8_2 db/conf/wes/wes2002.html#HansenMS02

Arnold Barnett Robert Shumsky Mark Hansen Amedeo R. Odoni Geoffrey D. Gosling Safe At Home? An Experiment in Domestic Airline Security. 181-195 2001 49 Oper. Res. 2 https://doi.org/10.1287/opre.49.2.181.13529 db/journals/ior/ior49.html#BarnettSHOG01

Mark Hansen Elizabeth Shriver Using navigation Data to Improve IR functions in the Context of Web Search. 135-142 2001 conf/cikm/2001 CIKM db/conf/cikm/cikm2001.html#HansenS01 https://doi.org/10.1145/502585.502609

Mark Hansen Ben Rubin The Audiences Would Be the Artists and their Life Would Be the Arts. 6-9 2000 7 IEEE Multim. 2 https://doi.org/10.1109/93.848417 http://doi.ieeecomputersociety.org/10.1109/93.848417 db/journals/ieeemm/ieeemm7.html#HansenR00

Mark Hansen Bin Yu 0001 Wavelet thresholding via MDL for natural images. 1778-1788 2000 46 IEEE Trans. Inf. Theory 5 db/journals/tit/tit46.html#HansenY00 https://doi.org/10.1109/18.857790

Solving Query-Retrieval Problems by Compacting Voronoi Diagrams (Extended Abstract) Alok Aggarwal Mark Hansen Frank Thomson Leighton 331-340 conf/stoc/STOC22 1990 STOC db/conf/stoc/stoc90.html#AggarwalHL90 https://doi.org/10.1145/100216.100260 Alok Aggarwal Mihai Anca Michael O. Ball Arnold Barnett Alexandre M. Bayen Emmanuel Boidot Kevin W. Bowyer Vishwanath Bulusu Li Cai Shangqing Cao Xianbin Cao 0001 Anjan Chakrabarty Kennis Chan Kai-Wei Chang 0001 Liming Chen 0002 Zhijie Chen Lydia B. Chilton Pablo Colomar Kevin Crowston Lu Dai Nicholas Diakopoulos Kaijing Ding Paul B. C. van Erp Alexander S. Estes Eric Feron Patrick J. Flynn Geoffrey D. Gosling Offer Grembek Mathieu Guerpillon Keren Henderson Di Huang 0001 Soh Young In Stan Jastrzebski Xuan Jiang Ioannis A. Kakadiaris Lei Kang 0001 Aparimit Kasliwal Namwoo Kim Julian Koch Alexander Kwako Changyeob Lee Hyeyeong Lee Frank Thomson Leighton Dingzeyu Li Lishuai Li Ke Liu Yi Liu 0033 Yulin Liu Tao Long 0003 Jiajian Lu Kian Loong Lua Stuart E. Madnick Aude Marzuoli Jonathan May Jocelyn McKinnon-Crowley Samia Menon Avijit Mukherjee Jeffrey V. Nickerson Tasos Nikoleris Omar Ocegueda Amedeo R. Odoni Emin Burak Onat Jung Ho Park Dabal Pedamonti Savvas Petridis Tim Piontek Masoud Reihanifar Raiyan Rizwan Francesc Robuste Ben Rubin Megan Smirti RyersonMegan S. Ryerson John Schade Raja Sengupta 0002 Shishir Shah 0001Shishir K. Shah Yuyol Shin Elizabeth Shriver Harry ShumHeung-Yeung Shum Robert Shumsky Michael D. Siegel Alexander Spangher Banavar Sridar Rishi Kumar Srinivasan Matthew Studley Jonathan D. Thomas Alexis Ucko Jacob Vejby Vipin Vijayan Yixin Wan Sitong Wang 0001 Yanjun Wang 0006 Ziming Wang Matthias Wißotzki Te-Lin Wu Jing Xu Zihan Xue Pavan Yedavalli Yoonjin Yoon Bin Yu 0001 Jieyu Zhao 0001 Jinhua Zhao Yibo Zhao Huangyi Zheng Xuanyu Zhou Bo Zou