{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,12]],"date-time":"2026-01-12T21:41:45Z","timestamp":1768254105464,"version":"3.49.0"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031607950","type":"print"},{"value":"9783031607967","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"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":[[2024]]},"DOI":"10.1007\/978-3-031-60796-7_15","type":"book-chapter","created":{"date-parts":[[2024,5,8]],"date-time":"2024-05-08T13:02:52Z","timestamp":1715173372000},"page":"205-210","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing Efficiency and\u00a0Privacy of\u00a0Intelligent Public Transportation Systems Through Federated Learning and\u00a0EdgeAI"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4099-5244","authenticated-orcid":false,"given":"Franca","family":"Rocco di Torrepadula","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,5,9]]},"reference":[{"key":"15_CR1","doi-asserted-by":"publisher","unstructured":"Amato, F., Di\u00a0Martino, S., Mazzocca, N., Nardone, D., di\u00a0Torrepadula, F.R., Sannino, P.: Bus passenger load prediction: challenges from an industrial experience. In: Karimipour, F., Storandt, S. (eds.) International Symposium on Web and Wireless Geographical Information Systems, pp. 93\u2013107. Springer, Cham (2022). https:\/\/doi.org\/10.1007\/978-3-031-06245-2_9","DOI":"10.1007\/978-3-031-06245-2_9"},{"issue":"8","key":"15_CR2","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1109\/JPROC.2019.2921977","volume":"107","author":"J Chen","year":"2019","unstructured":"Chen, J., Ran, X.: Deep learning with edge computing: a review. Proc. IEEE 107(8), 1655\u20131674 (2019). https:\/\/doi.org\/10.1109\/JPROC.2019.2921977","journal-title":"Proc. IEEE"},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Cheng, X., Rao, Z., Chen, Y., Zhang, Q.: Explaining knowledge distillation by quantifying the knowledge. In: Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, pp. 12925\u201312935 (2020)","DOI":"10.1109\/CVPR42600.2020.01294"},{"issue":"4","key":"15_CR4","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1109\/JPROC.2020.2976475","volume":"108","author":"L Deng","year":"2020","unstructured":"Deng, L., Li, G., Han, S., Shi, L., Xie, Y.: Model compression and hardware acceleration for neural networks: a comprehensive survey. Proc. IEEE 108(4), 485\u2013532 (2020)","journal-title":"Proc. IEEE"},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"Elkosantini, S., Darmoul, S.: Intelligent public transportation systems: a review of architectures and enabling technologies. In: 2013 International Conference on Advanced Logistics and Transport, pp. 233\u2013238. IEEE (2013)","DOI":"10.1109\/ICAdLT.2013.6568465"},{"key":"15_CR6","doi-asserted-by":"publisher","first-page":"1789","DOI":"10.1007\/s11263-021-01453-z","volume":"129","author":"J Gou","year":"2021","unstructured":"Gou, J., Yu, B., Maybank, S.J., Tao, D.: Knowledge distillation: a survey. Int. J. Comput. Vision 129, 1789\u20131819 (2021)","journal-title":"Int. J. Comput. Vision"},{"issue":"2","key":"15_CR7","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1109\/JIOT.2017.2686451","volume":"4","author":"L Guo","year":"2017","unstructured":"Guo, L., et al.: A secure mechanism for big data collection in large scale internet of vehicle. IEEE Internet Things J. 4(2), 601\u2013610 (2017)","journal-title":"IEEE Internet Things J."},{"key":"15_CR8","unstructured":"Hinton, G., Vinyals, O., Dean, J.: Distilling the knowledge in a neural network. arXiv preprint arXiv:1503.02531 (2015)"},{"key":"15_CR9","unstructured":"McMahan, B., Moore, E., Ramage, D., Hampson, S., y\u00a0Arcas, B.A.: Communication-efficient learning of deep networks from decentralized data. In: Artificial Intelligence and Statistics, pp. 1273\u20131282. PMLR (2017)"},{"issue":"3","key":"15_CR10","doi-asserted-by":"publisher","first-page":"1622","DOI":"10.1109\/COMST.2021.3075439","volume":"23","author":"DC Nguyen","year":"2021","unstructured":"Nguyen, D.C., Ding, M., Pathirana, P.N., Seneviratne, A., Li, J., Poor, H.V.: Federated learning for internet of things: a comprehensive survey. IEEE Commun. Surv. Tutor. 23(3), 1622\u20131658 (2021)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"15_CR11","unstructured":"Phuong, M., Lampert, C.: Towards understanding knowledge distillation. In: International Conference on Machine Learning, pp. 5142\u20135151. PMLR (2019)"},{"key":"15_CR12","doi-asserted-by":"crossref","unstructured":"Rocco Di\u00a0Torrepadula, F., Russo, D., Di\u00a0Martino, S., Mazzocca, N., Sannino, P.: Using sumo towards proactive public mobility: Some lessons learned. In: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, pp. 51\u201358 (2023)","DOI":"10.1145\/3615899.3627932"},{"issue":"1","key":"15_CR13","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1109\/TITS.2018.2815678","volume":"20","author":"L Zhu","year":"2018","unstructured":"Zhu, L., Yu, F.R., Wang, Y., Ning, B., Tang, T.: Big data analytics in intelligent transportation systems: a survey. IEEE Trans. Intell. Transp. Syst. 20(1), 383\u2013398 (2018)","journal-title":"IEEE Trans. Intell. Transp. Syst."}],"container-title":["Lecture Notes in Computer Science","Web and Wireless Geographical Information Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-60796-7_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T00:06:26Z","timestamp":1716768386000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-60796-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031607950","9783031607967"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-60796-7_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"9 May 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"W2GIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Web and Wireless Geographical Information Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Yverdon-les-Bains","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Switzerland","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":"18 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"w2gis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}