{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T06:21:46Z","timestamp":1780467706622,"version":"3.54.1"},"reference-count":59,"publisher":"Tsinghua University Press","issue":"6","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,8,31]],"date-time":"2024-08-31T00:00:00Z","timestamp":1725062400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comp. Visual. Med."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1007\/s41095-023-0351-7","type":"journal-article","created":{"date-parts":[[2024,9,2]],"date-time":"2024-09-02T00:02:05Z","timestamp":1725235325000},"page":"1101-1119","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["TrafPS: A shapley-based visual analytics approach to interpret traffic"],"prefix":"10.26599","volume":"10","author":[{"given":"Zezheng","family":"Feng","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China; Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yifan","family":"Jiang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongjun","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zipei","family":"Fan","sequence":"additional","affiliation":[{"name":"Center for Spatial Information Science, the University of Tokyo, Tokyo 113-00331, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuxin","family":"Ma","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuang-Hua","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China; Department of Computer Science, University of Reading, Berkshire RG6 6AH, UK.; Shenzhen Key Laboratory of Safety and Security for Next Generation of Industrial Internet, Southern University of Science and Technology, Shenzhen 518055, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huamin","family":"Qu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuan","family":"Song","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 18055, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"11138","reference":[{"issue":"2","key":"351_CR1","doi-asserted-by":"publisher","first-page":"839","DOI":"10.1109\/TVCG.2020.3030410","volume":"27","author":"W Zeng","year":"2021","unstructured":"Zeng, W.; Lin, C.; Lin, J.; Jiang, J.; Xia, J.; Turkay, C.; Chen, W. Revisiting the modifiable areal unit problem in deep traffic prediction with visual analytics. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 2, 839\u2013848, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"3","key":"351_CR2","doi-asserted-by":"publisher","first-page":"2186","DOI":"10.1109\/TVCG.2019.2940580","volume":"27","author":"M Pi","year":"2021","unstructured":"Pi, M.; Yeon, H.; Son, H.; Jang, Y. Visual cause analytics for traffic congestion. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 3, 2186\u20132201, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"351_CR3","doi-asserted-by":"publisher","first-page":"148","DOI":"10.1016\/j.pmcj.2018.07.004","volume":"50","author":"A M Nagy","year":"2018","unstructured":"Nagy, A. M.; Simon, V. Survey on traffic prediction in smart cities. Pervasive and Mobile Computing Vol. 50, 148\u2013163, 2018.","journal-title":"Pervasive and Mobile Computing"},{"issue":"11","key":"351_CR4","doi-asserted-by":"publisher","first-page":"3133","DOI":"10.1109\/TVCG.2019.2922597","volume":"26","author":"C Lee","year":"2020","unstructured":"Lee, C.; Kim, Y.; Jin, S.; Kim, D.; Maciejewski, R.; Ebert, D.; Ko, S. A visual analytics system for exploring, monitoring, and forecasting road traffic congestion. IEEE Transactions on Visualization and Computer Graphics Vol. 26, No. 11, 3133\u20133146, 2020.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TVCG.2016.2598432","volume":"23","author":"D Liu","year":"2017","unstructured":"Liu, D.; Weng, D.; Li, Y.; Bao, J.; Zheng, Y.; Qu, H.; Wu, Y. SmartAdP: Visual analytics of large-scale taxi trajectories for selecting billboard locations. IEEE Transactions on Visualization and Computer Graphics Vol. 23, No. 1, 1\u201310, 2017.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"9","key":"351_CR6","doi-asserted-by":"publisher","first-page":"e13065","DOI":"10.1111\/exsy.13065","volume":"39","author":"Z Feng","year":"2022","unstructured":"Feng, Z.; Qu, H.; Yang, S. H.; Ding, Y.; Song, J. A survey of visual analytics in urban area. Expert Systems Vol. 39, No. 9, e13065, 2022.","journal-title":"Expert Systems"},{"key":"351_CR7","first-page":"163","volume-title":"Proceedings of the IEEE Pacific Visualization Symposium","author":"H Guo","year":"2011","unstructured":"Guo, H.; Wang, Z.; Yu, B.; Zhao, H.; Yuan, X. TripVista: Triple perspective visual trajectory analytics and its application on microscopic traffic data at a road intersection. In: Proceedings of the IEEE Pacific Visualization Symposium, 163\u2013170, 2011."},{"key":"351_CR8","first-page":"153","volume-title":"Proceedings of the IEEE Conference on Visual Analytics Science and Technology","author":"H Piringer","year":"2012","unstructured":"Piringer, H.; Buchetics, M.; Benedik, R. AlVis: Situation awareness in the surveillance of road tunnels. In: Proceedings of the IEEE Conference on Visual Analytics Science and Technology, 153\u2013162, 2012."},{"issue":"6","key":"351_CR9","doi-asserted-by":"publisher","first-page":"2970","DOI":"10.1109\/TITS.2015.2436897","volume":"16","author":"W Chen","year":"2015","unstructured":"Chen, W.; Guo, F.; Wang, F. Y. A survey of traffic data visualization. IEEE Transactions on Intelligent Transportation Systems Vol. 16, No. 6, 2970\u20132984, 2015.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"2","key":"351_CR10","doi-asserted-by":"publisher","first-page":"817","DOI":"10.1109\/TVCG.2020.3030458","volume":"27","author":"D Weng","year":"2021","unstructured":"Weng, D.; Zheng, C.; Deng, Z.; Ma, M.; Bao, J.; Zheng, Y.; Xu, M.; Wu, Y. Towards better bus networks: A visual analytics approach. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 2, 817\u2013827, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"8","key":"351_CR11","first-page":"1529","volume":"32","author":"T He","year":"2020","unstructured":"He, T.; Bao, J.; Ruan, S.; Li, R.; Li, Y.; He, H.; Zheng, Y. Interactive bike lane planning using sharing bikes\u2019 trajectories. IEEE Transactions on Knowledge and Data Engineering Vol. 32, No. 8, 1529\u20131542, 2020.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"2","key":"351_CR12","doi-asserted-by":"publisher","first-page":"462","DOI":"10.1137\/090759069","volume":"9","author":"M B Short","year":"2010","unstructured":"Short, M. B.; Bertozzi, A. L.; Brantingham, P. J. Nonlinear patterns in urban crime: Hotspots, bifurcations, and suppression. SIAM Journal on Applied Dynamical Systems Vol. 9, No. 2, 462\u2013483, 2010.","journal-title":"SIAM Journal on Applied Dynamical Systems"},{"key":"351_CR13","volume-title":"Cartography: Visualization of Geospatial Data","author":"M J Kraak","year":"1996","unstructured":"Kraak, M. J.; Ormeling, F. Cartography: Visualization of Geospatial Data. Boca Raton, FL, USA: CRC Press, 1996."},{"issue":"1","key":"351_CR14","first-page":"800","volume":"26","author":"Z Deng","year":"2020","unstructured":"Deng, Z.; Weng, D.; Chen, J.; Liu, R.; Wang, Z.; Bao, J.; Zheng, Y.; Wu, Y. AirVis: Visual analytics of air pollution propagation. IEEE Transactions on Visualization and Computer Graphics Vol. 26, No. 1, 800\u2013810, 2020.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"12","key":"351_CR15","doi-asserted-by":"publisher","first-page":"2149","DOI":"10.1109\/TVCG.2013.226","volume":"19","author":"N Ferreira","year":"2013","unstructured":"Ferreira, N.; Poco, J.; Vo, H. T.; Freire, J.; Silva, C. T. Visual exploration of big spatio-temporal urban data: A study of New York city taxi trips. IEEE Transactions on Visualization and Computer Graphics Vol. 19, No. 12, 2149\u20132158, 2013.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"8","key":"351_CR16","doi-asserted-by":"publisher","first-page":"2232","DOI":"10.1109\/TITS.2017.2683539","volume":"18","author":"G Andrienko","year":"2017","unstructured":"Andrienko, G.; Andrienko, N.; Chen, W.; Maciejewski, R.; Zhao, Y. Visual analytics of mobility and transportation: State of the art and further research directions. IEEE Transactions on Intelligent Transportation Systems Vol. 18, No. 8, 2232\u20132249, 2017.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"3","key":"351_CR17","doi-asserted-by":"publisher","first-page":"276","DOI":"10.1109\/TBDATA.2016.2586447","volume":"2","author":"Y Zheng","year":"2016","unstructured":"Zheng, Y.; Wu, W.; Chen, Y.; Qu, H.; Ni, L. M. Visual analytics in urban computing: An overview. IEEE Transactions on Big Data Vol. 2, No. 3, 276\u2013296, 2016.","journal-title":"IEEE Transactions on Big Data"},{"issue":"1","key":"351_CR18","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1109\/TITS.2018.2888994","volume":"21","author":"F Kamw","year":"2020","unstructured":"Kamw, F.; Al-Dohuki, S.; Zhao, Y.; Eynon, T.; Sheets, D.; Yang, J.; Ye, X.; Chen, W. Urban structure accessibility modeling and visualization for joint spatiotemporal constraints. IEEE Transactions on Intelligent Transportation Systems Vol. 21, No. 1, 104\u2013116, 2020.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"351_CR19","unstructured":"Feng, Z.; Li, H.; Zeng, W.; Yang, S. H.; Qu, H. Topology density map for urban data visualization and analysis. IEEE Transactions on Visualization and in Computing Systems, Article No. 247, 2018."},{"issue":"3","key":"351_CR20","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1111\/cgf.13712","volume":"38","author":"W Zeng","year":"2019","unstructured":"Zeng, W.; Shen, Q.; Jiang, Y.; Telea, A. Route-aware edge bundling for visualizing origin-destination trails in urban traffic. Computer Graphics Forum Vol. 38, No. 3, 581\u2013593, 2019.","journal-title":"Computer Graphics Forum"},{"issue":"12","key":"351_CR21","doi-asserted-by":"publisher","first-page":"1833","DOI":"10.1109\/TVCG.2014.2346893","volume":"20","author":"W Zeng","year":"2014","unstructured":"Zeng, W.; Fu, C. W.; Arisona, S. M.; Erath, A.; Qu, H. Visualizing mobility of public transportation system. IEEE Transactions on Visualization and Computer Graphics Vol. 20, No. 12, 1833\u20131842, 2014.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"6","key":"351_CR22","doi-asserted-by":"publisher","first-page":"1881","DOI":"10.1109\/TVCG.2018.2816219","volume":"24","author":"R Kr\u00fcger","year":"2018","unstructured":"Kr\u00fcger, R.; Simeonov, G.; Beck, F.; Ertl, T. Visual interactive map matching. IEEE Transactions on Visualization and Computer Graphics Vol. 24, No. 6, 1881\u20131892, 2018.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR23","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1109\/TVCG.2016.2598416","volume":"23","author":"S Al-Dohuki","year":"2017","unstructured":"Al-Dohuki, S.; Wu, Y.; Kamw, F.; Yang, J.; Li, X.; Zhao, Y.; Ye, X.; Chen, W.; Ma, C.; Wang, F. SemanticTraj: A new approach to interacting with massive taxi trajectories. IEEE Transactions on Visualization and Computer Graphics Vol. 23, No. 1, 11\u201320, 2017.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR24","first-page":"1256","volume":"26","author":"Z Huang","year":"2020","unstructured":"Huang, Z.; Zhao, Y.; Chen, W.; Gao, S.; Yu, K.; Xu, W.; Tang, M.; Zhu, M.; Xu, M. A natural-language-based visual query approach of uncertain human trajectories. IEEE Transactions on Visualization and Computer Graphics Vol. 26, No. 1, 1256\u20131266, 2020.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR25","doi-asserted-by":"publisher","first-page":"935","DOI":"10.1109\/TVCG.2015.2467194","volume":"22","author":"W Wu","year":"2016","unstructured":"Wu, W.; Xu, J.; Zeng, H.; Zheng, Y.; Qu, H.; Ni, B.; Yuan, M.; Ni, L. M. TelCoVis: Visual exploration of co-occurrence in urban human mobility based on telco data. IEEE Transactions on Visualization and Computer Graphics Vol. 22, No. 1, 935\u2013944, 2016.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR26","doi-asserted-by":"publisher","first-page":"1004","DOI":"10.1109\/TVCG.2017.2744159","volume":"24","author":"Q Shen","year":"2018","unstructured":"Shen, Q.; Zeng, W.; Ye, Y.; Arisona, S. M.; Schubiger, S.; Burkhard, R.; Qu, H. StreetVizor: Visual exploration of human-scale urban forms based on street views. IEEE Transactions on Visualization and Computer Graphics Vol. 24, No. 1, 1004\u20131013, 2018.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"6","key":"351_CR27","doi-asserted-by":"publisher","first-page":"1408","DOI":"10.1109\/TVCG.2007.70523","volume":"13","author":"H Qu","year":"2007","unstructured":"Qu, H.; Chan, W. Y.; Xu, A.; Chung, K. L.; Lau, K. H.; Guo, P. Visual analysis of the air pollution problem in Hong Kong. IEEE Transactions on Visualization and Computer Graphics Vol. 13, No. 6, 1408\u20131415, 2007.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR28","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1109\/TVCG.2017.2744419","volume":"24","author":"N Cao","year":"2018","unstructured":"Cao, N.; Lin, C.; Zhu, Q.; Lin, Y. R.; Teng, X.; Wen, X. Voila: Visual anomaly detection and monitoring with streaming spatiotemporal data. IEEE Transactions on Visualization and Computer Graphics Vol. 24, No. 1, 23\u201333, 2018.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"351_CR29","doi-asserted-by":"crossref","unstructured":"Weng, D.; Zhu, H.; Bao, J.; Zheng, Y.; Wu, Y. HomeFinder revisited: Finding ideal homes with reachability-centric multi-criteria decision making. In: Proceedings of the CHI Conference on Human Factors in Computing Systems, Article No. 247, 2018.","DOI":"10.1145\/3173574.3173821"},{"issue":"3","key":"351_CR30","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1111\/cgf.13996","volume":"39","author":"Q Li","year":"2020","unstructured":"Li, Q.; Liu, Q. Q.; Tang, C. F.; Li, Z. W.; Wei, S. C.; Peng, X. R.; Zheng, M. H.; Chen, T. J.; Yang, Q. Warehouse vis: A visual analytics approach to facilitating warehouse location selection for business districts. Computer Graphics Forum Vol. 39, No. 3, 483\u2013495, 2020.","journal-title":"Computer Graphics Forum"},{"issue":"2","key":"351_CR31","doi-asserted-by":"publisher","first-page":"1036","DOI":"10.1109\/TVCG.2015.2440259","volume":"22","author":"G Di Lorenzo","year":"2016","unstructured":"Di Lorenzo, G.; Sbodio, M.; Calabrese, F.; Berlingerio, M.; Pinelli, F.; Nair, R. AllAboard: Visual exploration of cellphone mobility data to optimise public transport. IEEE Transactions on Visualization and Computer Graphics Vol. 22, No. 2, 1036\u20131050, 2016.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"2","key":"351_CR32","doi-asserted-by":"publisher","first-page":"1185","DOI":"10.1109\/TITS.2020.2964012","volume":"22","author":"D Weng","year":"2021","unstructured":"Weng, D.; Chen, R.; Zhang, J.; Bao, J.; Zheng, Y.; Wu, Y. Pareto-optimal transit route planning with multi-objective Monte-Carlo tree search. IEEE Transactions on Intelligent Transportation Systems Vol. 22, No. 2, 1185\u20131195, 2021.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"351_CR33","first-page":"13","volume-title":"Proceedings of the IEEE Conference on Visual Analytics Science and Technology","author":"Y Ming","year":"2017","unstructured":"Ming, Y.; Cao, S.; Zhang, R.; Li, Z.; Chen, Y.; Song, Y.; Qu, H. Understanding hidden memories of recurrent neural networks. In: Proceedings of the IEEE Conference on Visual Analytics Science and Technology, 13\u201324, 2017."},{"issue":"1","key":"351_CR34","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1109\/TVCG.2019.2934631","volume":"26","author":"Y Ma","year":"2020","unstructured":"Ma, Y.; Xie, T.; Li, J.; Maciejewski, R. Explaining vulnerabilities to adversarial machine learning through visual analytics. IEEE Transactions on Visualization and Computer Graphics Vol. 26, No. 1, 1075\u20131085, 2020.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"2","key":"351_CR35","doi-asserted-by":"publisher","first-page":"1385","DOI":"10.1109\/TVCG.2020.3028888","volume":"27","author":"Y Ma","year":"2021","unstructured":"Ma, Y.; Fan, A.; He, J.; Nelakurthi, A. R.; Maciejewski, R. A visual analytics framework for explaining and diagnosing transfer learning processes. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 2, 1385\u20131395, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"9","key":"351_CR36","doi-asserted-by":"publisher","first-page":"2636","DOI":"10.1109\/TVCG.2017.2758362","volume":"24","author":"W Chen","year":"2018","unstructured":"Chen, W.; Huang, Z.; Wu, F.; Zhu, M.; Guan, H.; Maciejewski, R. VAUD: A visual analysis approach for exploring spatio-temporal urban data. IEEE Transactions on Visualization and Computer Graphics Vol. 24, No. 9, 2636\u20132648, 2018.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"351_CR37","doi-asserted-by":"crossref","unstructured":"Abdul, A.; Vermeulen, J.; Wang, D.; Lim, B. Y.; Kankanhalli, M. Trends and trajectories for explainable, accountable and intelligible systems: An HCI research agenda. In: Proceedings of the CHI Conference on Human Factors in Computing Systems, Article No. 582, 2018.","DOI":"10.1145\/3173574.3174156"},{"issue":"1","key":"351_CR38","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.visinf.2017.01.006","volume":"1","author":"S Liu","year":"2017","unstructured":"Liu, S.; Wang, X.; Liu, M.; Zhu, J. Towards better analysis of machine learning models: A visual analytics perspective. Visual Informatics Vol. 1, No. 1, 48\u201356, 2017.","journal-title":"Visual Informatics"},{"issue":"2","key":"351_CR39","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.1109\/TITS.2020.3019497","volume":"23","author":"K Guo","year":"2022","unstructured":"Guo, K.; Hu, Y.; Qian, Z.; Sun, Y.; Gao, J.; Yin, B. Dynamic graph convolution network for traffic forecasting based on latent network of Laplace matrix estimation. IEEE Transactions on Intelligent Transportation Systems Vol. 23, No. 2, 1009\u20131018, 2022.","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"issue":"1","key":"351_CR40","first-page":"1655","volume":"31","author":"J Zhang","year":"2017","unstructured":"Zhang, J.; Zheng, Y.; Qi, D. Deep spatio-temporal residual networks for citywide crowd flows prediction. In: Proceedings of the 31st AAAI Conference on Artificial Intelligence, Vol. 31, No. 1, 1655\u20131661, 2017.","journal-title":"Proceedings of the 31st AAAI Conference on Artificial Intelligence"},{"issue":"12","key":"351_CR41","doi-asserted-by":"publisher","first-page":"2159","DOI":"10.1109\/TVCG.2013.228","volume":"19","author":"Z Wang","year":"2013","unstructured":"Wang, Z.; Lu, M.; Yuan, X.; Zhang, J.; Van De Wetering, H. Visual traffic jam analysis based on trajectory data. IEEE Transactions on Visualization and Computer Graphics Vol. 19, No. 12, 2159\u20132168, 2013.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"3","key":"351_CR42","doi-asserted-by":"publisher","first-page":"1799","DOI":"10.1109\/TVCG.2021.3131824","volume":"29","author":"D Shin","year":"2023","unstructured":"Shin, D.; Jo, J.; Kim, B.; Song, H.; Cho, S. H.; Seo, J. RCMVis: A visual analytics system for route choice modeling. IEEE Transactions on Visualization and Computer Graphics Vol. 29, No. 3, 1799\u20131817, 2023.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"2","key":"351_CR43","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1109\/TVCG.2020.3030350","volume":"27","author":"L Gou","year":"2021","unstructured":"Gou, L.; Zou, L.; Li, N.; Hofmann, M.; Shekar, A. K.; Wendt, A.; Ren, L. VATLD: A visual analytics system to assess, understand and improve traffic light detection. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 2, 261\u2013271, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"1","key":"351_CR44","doi-asserted-by":"publisher","first-page":"1040","DOI":"10.1109\/TVCG.2021.3114855","volume":"28","author":"W He","year":"2022","unstructured":"He, W.; Zou, L.; Shekar, A. K.; Gou, L.; Ren, L. Where can we help? A visual analytics approach to diagnosing and improving semantic segmentation of movable objects. IEEE Transactions on Visualization and Computer Graphics Vol. 28, No. 1, 1040\u20131050, 2022.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"351_CR45","unstructured":"Doshi-Velez, F.; Kim, B. Towards A rigorous science of interpretable machine learning. arXiv preprint arXiv:1702.08608, 2017."},{"key":"351_CR46","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.inffus.2019.12.012","volume":"58","author":"A Barredo Arrieta","year":"2020","unstructured":"Barredo Arrieta, A.; D\u00edaz-Rodr\u00edguez, N.; Del Ser, J.; Bennetot, A.; Tabik, S.; Barbado, A.; Garcia, S.; Gil-Lopez, S.; Molina, D.; Benjamins, R.; et al. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion Vol. 58, 82\u2013115, 2020.","journal-title":"Information Fusion"},{"issue":"1","key":"351_CR47","first-page":"1527","volume":"32","author":"M T Ribeiro","year":"2018","unstructured":"Ribeiro, M. T.; Singh, S.; Guestrin, C. Anchors: High-precision model-agnostic explanations. In: Proceedings of the 32nd AAAI Conference on Artificial Intelligence, Vol. 32, No. 1, 1527\u20131535, 2018.","journal-title":"Proceedings of the 32nd AAAI Conference on Artificial Intelligence"},{"key":"351_CR48","doi-asserted-by":"publisher","first-page":"1135","DOI":"10.1145\/2939672.2939778","volume-title":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"M T Ribeiro","year":"2016","unstructured":"Ribeiro, M. T.; Singh, S.; Guestrin, C. \u201cWhy should I trust you?\u201d: Explaining the predictions of any classifier. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1135\u20131144, 2016."},{"key":"351_CR49","volume-title":"Proceedings of the 31st Conference on Neural Information Processing Systems","author":"S M Lundberg","year":"2017","unstructured":"Lundberg, S. M.; Lee, S. I. A unified approach to interpreting model predictions. In: Proceedings of the 31st Conference on Neural Information Processing Systems, 2017."},{"issue":"16","key":"351_CR50","doi-asserted-by":"publisher","first-page":"14328","DOI":"10.1609\/aaai.v35i16.17685","volume":"35","author":"D Zhang","year":"2021","unstructured":"Zhang, D.; Zhang, H.; Zhou, H.; Bao, X.; Huo, D.; Chen, R.; Cheng, X.; Wu, M.; Zhang, Q. Building interpretable interaction trees for deep NLP models. In: Proceedings of the 35th AAAI Conference on Artificial Intelligence, Vol. 35, No. 16, 14328\u201314337, 2021.","journal-title":"Proceedings of the 35th AAAI Conference on Artificial Intelligence"},{"key":"351_CR51","first-page":"3319","volume-title":"Proceedings of the 34th International Conference on Machine Learning","author":"M Sundararajan","year":"2017","unstructured":"Sundararajan, M.; Taly, A.; Yan, Q. Axiomatic attribution for deep networks. In: Proceedings of the 34th International Conference on Machine Learning, 3319\u20133328, 2017."},{"key":"351_CR52","doi-asserted-by":"crossref","unstructured":"Parsa, A. B.; Movahedi, A.; Taghipour, H.; Derrible, S.; Mohammadian, A. Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis. Accident Analysis & Prevention Vol. 136, Article No. 105405, 2020.","DOI":"10.1016\/j.aap.2019.105405"},{"issue":"10","key":"351_CR53","doi-asserted-by":"publisher","first-page":"687","DOI":"10.1080\/19427867.2020.1776956","volume":"13","author":"A B Parsa","year":"2021","unstructured":"Parsa, A. B.; Shabanpour, R.; Mohammadian, A. K.; Auld, J.; Stephens, T. A data-driven approach to characterize the impact of connected and autonomous vehicles on traffic flow. Transportation Letters Vol. 13, No. 10, 687\u2013695, 2021.","journal-title":"Transportation Letters"},{"key":"351_CR54","first-page":"3567","volume-title":"Proceedings of the IEEE Intelligent Transportation Systems Conference","author":"S G Rizzo","year":"2019","unstructured":"Rizzo, S. G.; Vantini, G.; Chawla, S. Reinforcement learning with explainability for traffic signal control. In: Proceedings of the IEEE Intelligent Transportation Systems Conference, 3567\u20133572, 2019."},{"key":"351_CR55","volume-title":"Introduction to Quality Control","author":"K Ishikawa","year":"1990","unstructured":"Ishikawa, K. Introduction to Quality Control. Dordrecht, the Netherlands: Springer Dordrecht, 1990."},{"key":"351_CR56","doi-asserted-by":"crossref","unstructured":"Zhang, J.; Zheng, Y.; Qi, D.; Li, R.; Yi, X. DNN-based prediction model for spatio-temporal data. In: Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Article No. 92, 2016.","DOI":"10.1145\/2996913.2997016"},{"issue":"3","key":"351_CR57","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1109\/TKDE.2019.2891537","volume":"32","author":"J Zhang","year":"2020","unstructured":"Zhang, J.; Zheng, Y.; Sun, J.; Qi, D. Flow prediction in spatio-temporal networks based on multitask deep learning. IEEE Transactions on Knowledge and Data Engineering Vol. 32, No. 3, 468\u2013478, 2020.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"issue":"6","key":"351_CR58","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1109\/TVCG.2009.111","volume":"15","author":"T Munzner","year":"2009","unstructured":"Munzner, T. A nested model for visualization design and validation. IEEE Transactions on Visualization and Computer Graphics Vol. 15, No. 6, 921\u2013928, 2009.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"issue":"10","key":"351_CR59","doi-asserted-by":"publisher","first-page":"3881","DOI":"10.1109\/TVCG.2020.2992200","volume":"27","author":"L Shi","year":"2021","unstructured":"Shi, L.; Huang, C.; Liu, M.; Yan, J.; Jiang, T.; Tan, Z.; Hu, Y.; Chen, W.; Zhang, X. UrbanMotion: Visual analysis of metropolitan-scale sparse trajectories. IEEE Transactions on Visualization and Computer Graphics Vol. 27, No. 10, 3881\u20133899, 2021.","journal-title":"IEEE Transactions on Visualization and Computer Graphics"}],"container-title":["Computational Visual Media"],"original-title":[],"link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41095-023-0351-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s41095-023-0351-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41095-023-0351-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10750449\/10884987\/10884993.pdf?arnumber=10884993","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T18:38:15Z","timestamp":1762367895000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10884993\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":59,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1007\/s41095-023-0351-7","relation":{},"ISSN":["2096-0662","2096-0433"],"issn-type":[{"value":"2096-0662","type":"electronic"},{"value":"2096-0433","type":"print"}],"subject":[],"published":{"date-parts":[[2024,12]]},"assertion":[{"value":"8 December 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 April 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 August 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article. The author Huamin Qu is the Associate Editor of this journal.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declaration of competing interest"}}]}}