{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T03:10:17Z","timestamp":1742958617443,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030578046"},{"type":"electronic","value":"9783030578053"}],"license":[{"start":{"date-parts":[[2020,8,28]],"date-time":"2020-08-28T00:00:00Z","timestamp":1598572800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,8,28]],"date-time":"2020-08-28T00:00:00Z","timestamp":1598572800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-57805-3_41","type":"book-chapter","created":{"date-parts":[[2020,8,27]],"date-time":"2020-08-27T13:04:15Z","timestamp":1598533455000},"page":"436-445","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Neural Network Analysis of PLC Traffic in Smart City Street Lighting Network"],"prefix":"10.1007","author":[{"given":"Tomasz","family":"Andrysiak","sequence":"first","affiliation":[]},{"given":"\u0141ukasz","family":"Saganowski","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,28]]},"reference":[{"key":"41_CR1","doi-asserted-by":"crossref","unstructured":"Rong, J.: The design of intelligent street lighting control system. Adv. Mater. Res. 671\u2013674, 2941\u20132945 (2013)","DOI":"10.4028\/www.scientific.net\/AMR.671-674.2941"},{"key":"41_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2015\/675926","volume":"2015","author":"P Kiedrowski","year":"2015","unstructured":"Kiedrowski, P.: Toward more efficient and more secure last mile smart metering and smart lighting communication systems with the use of PLC\/RF hybrid technology. Int. J. Distrib. Sens. Netw. 2015, 1\u20139 (2015)","journal-title":"Int. J. Distrib. Sens. Netw."},{"issue":"4","key":"41_CR3","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1109\/SURV.2011.122111.00145","volume":"14","author":"J Liu","year":"2012","unstructured":"Liu, J., Xiao, Y., Li, S., Liang, W., Philip Chen, C.L.: Cyber security and privacy issues in smart grids. IEEE Commun. Surv. Tutorials 14(4), 981\u2013997 (2012)","journal-title":"IEEE Commun. Surv. Tutorials"},{"key":"41_CR4","unstructured":"Rajasegarar, S., Leckie, C., Palaniswami, M.: Anomaly detection in wireless sensor networks. IEEE Wirel. Commun. Mag. 15(4), 34\u201340 (2008)"},{"issue":"1","key":"41_CR5","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1080\/00401706.1977.10489493","volume":"19","author":"RD Cook","year":"1977","unstructured":"Cook, R.D.: Detection of influential observations in linear regression. Technometrics 19(1), 15\u201318 (1977)","journal-title":"Technometrics"},{"key":"41_CR6","doi-asserted-by":"crossref","unstructured":"Makridakis, S., Spiliotis, E., Assimakopoulos, V.: Statistical and machine learning forecasting methods: concerns and ways forward. PLoS ONE 13, e0194889 (2018)","DOI":"10.1371\/journal.pone.0194889"},{"key":"41_CR7","doi-asserted-by":"crossref","unstructured":"Shiblee, M., Kalra, P.K., Chandra, B.: Time series prediction with multilayer perceptron (MLP): a new generalized error based approach. In: K\u00f6ppen, M., Kasabov, N., Coghill, G. (eds.) Proceedings of the ICONIP 2009, vol. 5507 (2009)","DOI":"10.1007\/978-3-642-03040-6_5"},{"key":"41_CR8","unstructured":"Cogollo, M.R., Velasquez, J.D.: Are neural networks able to forecast nonlinear time series with moving average components? IEEE Latin Am. Trans. 13(7), 2292\u20132300 (2015)"},{"key":"41_CR9","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1016\/S0305-0548(99)00123-9","volume":"28","author":"GP Zhang","year":"2001","unstructured":"Zhang, G.P., Patuwo, B.E., Hu, M.Y.: A simulation study of artificial neural networks for nonlinear time series forecasting. Comput. Oper. Res. 28, 381\u2013396 (2001)","journal-title":"Comput. Oper. Res."},{"key":"41_CR10","doi-asserted-by":"crossref","unstructured":"Garcia-Font, V., Garrigues, C., Rif\u00e0-Pous, H.: A comparative study of anomaly detection techniques for smart city wireless sensor networks. Sensors 16(6), 868 (2016)","DOI":"10.3390\/s16060868"},{"issue":"4","key":"41_CR11","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1016\/j.jnca.2011.03.004","volume":"34","author":"M Xie","year":"2011","unstructured":"Xie, M., Han, S., Tian, B., Parvin, S.: Anomaly detection in wireless sensor networks: a survey. J. Netw. Comput. Appl. 34(4), 1302\u20131325 (2011)","journal-title":"J. Netw. Comput. Appl."},{"key":"41_CR12","unstructured":"Cheng, P., Zhu, M.: Lightweight anomaly detection for wireless sensor networks. Int. J. Distrib. Sensor Netw. 2015, 1\u20138 (2015)"}],"container-title":["Advances in Intelligent Systems and Computing","13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020)"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-57805-3_41","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T17:48:33Z","timestamp":1723484913000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-57805-3_41"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8,28]]},"ISBN":["9783030578046","9783030578053"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-57805-3_41","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2020,8,28]]},"assertion":[{"value":"28 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}