{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T23:00:15Z","timestamp":1743116415009,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031764615"},{"type":"electronic","value":"9783031764622"}],"license":[{"start":{"date-parts":[[2024,11,17]],"date-time":"2024-11-17T00:00:00Z","timestamp":1731801600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,11,17]],"date-time":"2024-11-17T00:00:00Z","timestamp":1731801600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-76462-2_31","type":"book-chapter","created":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T02:55:53Z","timestamp":1731725753000},"page":"336-346","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Transfer Learning for\u00a0Traffic State Predictions in\u00a0Small and\u00a0Medium-Sized Cities"],"prefix":"10.1007","author":[{"given":"Mohammadmahdi","family":"Rahimiasl","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ynte","family":"Vanderhoydonc","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Siegfried","family":"Mercelis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laure","family":"De Cock","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Kusmirczak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tamara","family":"De Swert","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,11,17]]},"reference":[{"issue":"8","key":"31_CR1","doi-asserted-by":"publisher","first-page":"8846","DOI":"10.1109\/TITS.2023.3257759","volume":"24","author":"S Rahmani","year":"2023","unstructured":"Rahmani, S., Baghbani, A., Bouguila, N., Patterson, Z.: Graph neural networks for intelligent transportation systems: a survey. IEEE Trans. Intell. Transp. Syst. 24(8), 8846\u20138885 (2023). https:\/\/doi.org\/10.1109\/TITS.2023.3257759","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"31_CR2","doi-asserted-by":"publisher","unstructured":"Manibardo, E.L., Lana, I., Del Ser, J.: Deep learning for road traffic forecasting: does it make a difference?. IEEE Trans. Intell. Transp. Syst. (2021). https:\/\/doi.org\/10.1109\/TITS.2021.3083957.","DOI":"10.1109\/TITS.2021.3083957."},{"issue":"7553","key":"31_CR3","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/nature14539","volume":"521","author":"Y LeCun","year":"2015","unstructured":"LeCun, Y., Bengio, Y., Hinton, G.: Deep learning. Nature 521(7553), 436\u2013444 (2015). https:\/\/doi.org\/10.1038\/nature14539","journal-title":"Nature"},{"key":"31_CR4","unstructured":"Li, Y., Yu, R., Shahabi, C., Liu, Y.: Diffusion convolutional recurrent neural network: data-driven traffic forecasting. In: 6th International Conference on Learning Representations, ICLR 2018 - Conference Track Proceedings, pp. 1\u201316 (2018)"},{"key":"31_CR5","doi-asserted-by":"publisher","unstructured":"Wu, Z., Pan, S., Long, G., Jiang, J., Chang, X., Zhang, C.: Connecting the dots: multivariate time series forecasting with graph neural networks. In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, in KDD 2020, pp. 753\u2013763. Association for Computing Machinery, New York (2020). https:\/\/doi.org\/10.1145\/3394486.3403118.","DOI":"10.1145\/3394486.3403118."},{"key":"31_CR6","unstructured":"Shang, C., Chen, J., Bi, J.: Discrete graph structure learning for forecasting multiple time series (2021)"},{"key":"31_CR7","unstructured":"Bogaerts, T., Bosmans, S., Casteels, W., Hellinckx, P.: Traffic prediction US20240054321A1"},{"issue":"12","key":"31_CR8","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/MC.2018.2880015","volume":"51","author":"L Wang","year":"2018","unstructured":"Wang, L., Guo, B., Yang, Q.: Smart city development with urban transfer learning. Comput. (Long Beach Calif) 51(12), 32\u201341 (2018). https:\/\/doi.org\/10.1109\/MC.2018.2880015","journal-title":"Comput. (Long Beach Calif)"},{"key":"31_CR9","doi-asserted-by":"crossref","unstructured":"Wang, L., Geng, X., Ma, X., Liu, F., Yang, Q.: Cross-city transfer learning for deep spatio-temporal prediction. In: Proceedings of the 28th International Joint Conference on Artificial Intelligence, pp. 1893\u20131899 (2019)","DOI":"10.24963\/ijcai.2019\/262"},{"key":"31_CR10","doi-asserted-by":"publisher","unstructured":"Jin, Y., Chen, K., Yang, Q.: Selective cross-city transfer learning for traffic prediction via source city region re-weighting. In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp. 731\u2013741. ACM, New York (2022). https:\/\/doi.org\/10.1145\/3534678.3539250.","DOI":"10.1145\/3534678.3539250."},{"key":"31_CR11","doi-asserted-by":"publisher","unstructured":"Huang, Y., Song, X., Zhang, S., Yu, J.J.Q.: Transfer learning in traffic prediction with graph neural networks. In: IEEE Conference on Intelligent Transportation Systems, Proceedings, pp. 3732\u20133737. ITSC, Institute of Electrical and Electronics Engineers Inc. (2021). https:\/\/doi.org\/10.1109\/ITSC48978.2021.9564890.","DOI":"10.1109\/ITSC48978.2021.9564890."},{"key":"31_CR12","unstructured":"\u201cliyaguang\/DCRNN: Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow (github.com).\u201d"},{"issue":"1","key":"31_CR13","doi-asserted-by":"publisher","first-page":"16283","DOI":"10.1038\/s41598-019-51539-5","volume":"9","author":"A Loder","year":"2019","unstructured":"Loder, A., Amb\u00fchl, L., Menendez, M., Axhausen, K.W.: Understanding traffic capacity of urban networks. Sci. Rep. 9(1), 16283 (2019). https:\/\/doi.org\/10.1038\/s41598-019-51539-5","journal-title":"Sci. Rep."}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Advances on P2P, Parallel, Grid, Cloud and Internet Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-76462-2_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,16]],"date-time":"2024-11-16T03:16:41Z","timestamp":1731727001000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-76462-2_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,17]]},"ISBN":["9783031764615","9783031764622"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-76462-2_31","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2024,11,17]]},"assertion":[{"value":"17 November 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"3PGCIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on P2P, Parallel, Grid, Cloud and Internet Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"San Benedetto del Tronto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pgcic2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/3pgcic\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}