{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T23:47:38Z","timestamp":1781567258012,"version":"3.54.5"},"reference-count":40,"publisher":"Informa UK Limited","issue":"3","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1933117"],"award-info":[{"award-number":["U1933117"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent Transportation Systems"],"published-print":{"date-parts":[[2024,5,3]]},"DOI":"10.1080\/15472450.2022.2130693","type":"journal-article","created":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T07:11:25Z","timestamp":1669878685000},"page":"352-371","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":11,"title":["A data-driven method for flight time estimation based on air traffic pattern identification and prediction"],"prefix":"10.1080","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8729-0976","authenticated-orcid":false,"given":"Chunwei","family":"Yang","sequence":"first","affiliation":[{"name":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junfeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuhao","family":"Gui","sequence":"additional","affiliation":[{"name":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7490-9266","authenticated-orcid":false,"given":"Zihan","family":"Peng","sequence":"additional","affiliation":[{"name":"College of Civil Aviation, Nanjing University of Aeronautics and Astronautics, Nanjing, China;"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[{"name":"Central and Southern Regional Air Traffic Management Bureau of the CAAC, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,11,30]]},"reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.08.012"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.08.006"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2437452"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq134"},{"issue":"2","key":"e_1_3_2_6_1","first-page":"281","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"Bergstra J.","year":"2012","unstructured":"Bergstra, J., & Bengio, Y. (2012). Random search for hyper-parameter optimization. Journal of Machine Learning Research, 13(2), 281\u2013305.","journal-title":"Journal of Machine Learning Research,"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2013.2252343"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2018.1542304"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3003782"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/7194342"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2017.11.021"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.2514\/6.2013-4782"},{"key":"e_1_3_2_15_1","volume-title":"ICRAT 2020, 9th International Conference for Research in Air Transportation","author":"Dhief I.","year":"2020","unstructured":"Dhief, I., Wang, Z., Liang, M., Alam, S., Schultz, M., & Delahaye, D. (2020, September). Predicting aircraft landing time in extended-TMA using machine learning methods [Paper presentation]. ICRAT 2020, 9th International Conference for Research in Air Transportation."},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2019.08.015"},{"key":"e_1_3_2_18_1","first-page":"1","volume-title":"Data clustering: Theory, algorithms, and applications","author":"Gan G.","year":"2020","unstructured":"Gan, G., Ma, C., & Wu, J. (2020). Data clustering: Theory, algorithms, and applications. Society for Industrial and Applied Mathematics, pp. 1\u201330."},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-006-6226-1"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114481"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/SECON.2016.7506650"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.2514\/1.I010245"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2016.10.018"},{"key":"e_1_3_2_25_1","first-page":"3146","article-title":"Lightgbm: A highly efficient gradient boosting decision tree","volume":"30","author":"Ke G.","year":"2017","unstructured":"Ke, G., Meng, Q., Finley, T., Wang, T., Chen, W., Ma, W., Ye, Q., & Liu, T. Y. (2017). Lightgbm: A highly efficient gradient boosting decision tree. Advances in Neural Information Processing Systems, 30, 3146\u20133154.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2015.12.002"},{"key":"e_1_3_2_27_1","first-page":"1106","article-title":"Imagenet classification with deep convolutional neural networks","volume":"25","author":"Krizhevsky A.","year":"2012","unstructured":"Krizhevsky, A., Sutskever, I., & Hinton, G. E. (2012). Imagenet classification with deep convolutional neural networks. Advances in Neural Information Processing Systems, 25, 1106\u20131114.","journal-title":"Advances in Neural Information Processing Systems,"},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1989.1.4.541"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2010.5717681"},{"key":"e_1_3_2_30_1","unstructured":"Lundberg S. & Lee S. I. (2017). A unified approach to interpreting model predictions. 31st Conference on Neural Information Processing Systems (NIPS 2017) Long Beach CA USA."},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/8343842"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.11.009"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2019.1617141"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2013.11.013"},{"key":"e_1_3_2_35_1","unstructured":"Trivedi S. Pardos Z. A. & Heffernan N. T. (2015). The utility of clustering in prediction tasks. CoRR abs\/1509.06163."},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2021.1904921"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.07.019"},{"key":"e_1_3_2_38_1","volume-title":"Sesar Innovations Days 2018","author":"Wang Z.","year":"2018","unstructured":"Wang, Z., Liang, M., & Delahaye, D. (2018). Automated data-driven prediction on aircraft estimated time of arrival. In Sesar Innovations Days 2018."},{"key":"e_1_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2020.101840"},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-016-9477-7"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2021.1955210"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ast.2018.03.037"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2022.2106564"}],"container-title":["Journal of Intelligent Transportation Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/15472450.2022.2130693","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T04:07:42Z","timestamp":1713931662000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/15472450.2022.2130693"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,30]]},"references-count":40,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2024,5,3]]}},"alternative-id":["10.1080\/15472450.2022.2130693"],"URL":"https:\/\/doi.org\/10.1080\/15472450.2022.2130693","relation":{},"ISSN":["1547-2450","1547-2442"],"issn-type":[{"value":"1547-2450","type":"print"},{"value":"1547-2442","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,30]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=gits20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=gits20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-04-17","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-09-27","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}