{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T10:56:15Z","timestamp":1742986575482,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030934088"},{"type":"electronic","value":"9783030934095"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-93409-5_21","type":"book-chapter","created":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T03:18:22Z","timestamp":1641007102000},"page":"247-259","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Learning Centrality by\u00a0Learning to\u00a0Route"],"prefix":"10.1007","author":[{"given":"Liav","family":"Bachar","sequence":"first","affiliation":[]},{"given":"Aviad","family":"Elyashar","sequence":"additional","affiliation":[]},{"given":"Rami","family":"Puzis","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,1,1]]},"reference":[{"key":"21_CR1","doi-asserted-by":"crossref","unstructured":"Tubi, M., Puzis, R., Elovici, Y.: Deployment of DNIDS in social networks. In: 2007 IEEE ISI, pp. 59\u201365. IEEE (2007)","DOI":"10.1109\/ISI.2007.379534"},{"issue":"1","key":"21_CR2","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1108\/10662240910927821","volume":"19","author":"R Puzis","year":"2009","unstructured":"Puzis, R., Yagil, D., Elovici, Y., Braha, D.: Collaborative attack on internet users\u2019 anonymity. Internet Res. 19(1), 60\u201377 (2009)","journal-title":"Internet Res."},{"issue":"7","key":"21_CR3","doi-asserted-by":"publisher","first-page":"1099","DOI":"10.1109\/TSMC.2016.2531690","volume":"47","author":"K Kandhway","year":"2017","unstructured":"Kandhway, K., Kuri, J.: Using node centrality and optimal control to maximize information diffusion in social networks. IEEE Trans. Syst. Man Cybern. Syst. 47(7), 1099\u20131110 (2017)","journal-title":"IEEE Trans. Syst. Man Cybern. Syst."},{"key":"21_CR4","series-title":"Nonlinear Systems and Complexity","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1007\/978-3-319-78512-7_10","volume-title":"A Mathematical Modeling Approach from Nonlinear Dynamics to Complex Systems","author":"FA Rodrigues","year":"2019","unstructured":"Rodrigues, F.A.: Network centrality: an introduction. In: Macau, E.E.N. (ed.) A Mathematical Modeling Approach from Nonlinear Dynamics to Complex Systems. NSC, vol. 22, pp. 177\u2013196. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-319-78512-7_10"},{"key":"21_CR5","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1016\/j.ins.2011.12.027","volume":"194","author":"X Qi","year":"2012","unstructured":"Qi, X., Fuller, E., Qin, W., Yezhou, W., Zhang, C.-Q.: Laplacian centrality: a new centrality measure for weighted networks. Inf. Sci. 194, 240\u2013253 (2012)","journal-title":"Inf. Sci."},{"key":"21_CR6","doi-asserted-by":"publisher","unstructured":"Abbasi, A., Hossain, L.: Hybrid centrality measures for binary and weighted networks. In: Menezes, R., Evsukoff, A., Gonz\u00e1lez, M. (eds.) Complex Networks, pp. 1\u20137. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-30287-9_1","DOI":"10.1007\/978-3-642-30287-9_1"},{"key":"21_CR7","unstructured":"Kipf, T.N., Welling, M.: Semi-supervised classification with graph convolutional networks. arXiv preprint arXiv:1609.02907 (2016)"},{"key":"21_CR8","unstructured":"Hamilton, W.L., Ying, R., Leskovec, J.: Inductive representation learning on large graphs. In: Proceedings of the 31st International Conference on NIPS, pp. 1025\u20131035 (2017)"},{"key":"21_CR9","doi-asserted-by":"crossref","unstructured":"Lamb, L.C., Grando, F., Granville, L.Z.: Machine learning in network centrality measures: tutorial and outlook. ACM Comput. Surv. 51(5), 1\u201332 (2018). Article 102","DOI":"10.1145\/3237192"},{"key":"21_CR10","unstructured":"Mendon\u00e7a, M.R.F., Barreto, A., Ziviani, A.: Approximating network centrality measures using node embedding and machine learning. ACM 57 (2020)"},{"key":"21_CR11","doi-asserted-by":"publisher","first-page":"65462","DOI":"10.1109\/ACCESS.2020.2984286","volume":"8","author":"G Zhao","year":"2020","unstructured":"Zhao, G., Jia, P., Huang, C., Zhou, A., Fang, Y.: A machine learning based framework for identifying influential nodes in complex networks. IEEE Access 8, 65462\u201365471 (2020). https:\/\/doi.org\/10.1109\/ACCESS.2020.2984286","journal-title":"IEEE Access"},{"issue":"5","key":"21_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3446217","volume":"15","author":"SK Maurya","year":"2021","unstructured":"Maurya, S.K., Liu, X., Murata, T.: Graph neural networks for fast node ranking approximation. TKDD 15(5), 1\u201332 (2021)","journal-title":"TKDD"},{"key":"21_CR13","doi-asserted-by":"crossref","unstructured":"Puzis, R., Dolev, S., Elovici, Y.: Routing betweenness centrality. In: Routing Betweenness Centrality, p. 27. IEEE (2010)","DOI":"10.1145\/1734213.1734219"},{"key":"21_CR14","unstructured":"Anthonisse, J.M.: The rush in a directed graph. Technical report BN 9\/71. Stichting Mathematisch Centrum, Amsterdam, The Netherlands (1971)"},{"issue":"1","key":"21_CR15","doi-asserted-by":"publisher","first-page":"016132","DOI":"10.1103\/PhysRevE.64.016132","volume":"64","author":"MEJ Newman","year":"2001","unstructured":"Newman, M.E.J.: Scientific collaboration networks. II. shortest paths, weighted networks, and centrality. Phys. Rev. E 64(1), 016132 (2001)","journal-title":"Phys. Rev. E"},{"key":"21_CR16","unstructured":"Kermack, W.O., McKendrick, A.G.: A contribution to the mathematical theory of epidemics. arXiv:1809.07695v4 (2019)"},{"key":"21_CR17","doi-asserted-by":"crossref","unstructured":"Fan, C., Zeng, L., Ding, Y., Chen, M., Sun, Y., Liu, Z.: Learning to identify high betweenness centrality nodes from scratch: a novel graph neural network approach. In: CIKM, pp. 559\u2013568 (2019)","DOI":"10.1145\/3357384.3357979"},{"issue":"2","key":"21_CR18","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1080\/0022250X.2001.9990249","volume":"25","author":"U Brandes","year":"2001","unstructured":"Brandes, U.: A faster algorithm for betweenness centrality. J. Math. Sociol. 25(2), 163\u2013177 (2001)","journal-title":"J. Math. Sociol."},{"key":"21_CR19","unstructured":"Haveliwala, T., Kamvar, S., Klein, D., Manning, C., Golub, G.: Computing PageRank using power extrapolation. Technical report, Stanford (2003)"},{"issue":"3","key":"21_CR20","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1016\/0012-365X(89)90142-8","volume":"74","author":"J Reiterman","year":"1989","unstructured":"Reiterman, J., R\u00f6dl, V., \u0160inajov\u00e1, E.: Geometrical embeddings of graphs. Discrete Math. 74(3), 291\u2013319 (1989)","journal-title":"Discrete Math."},{"key":"21_CR21","unstructured":"Kranakis, E., Singh, H., Urrutia, J.: Compass routing on geometric networks. In: CCCG. Citeseer (1999)"},{"key":"21_CR22","unstructured":"SciPy community: Statistical functions (scipy.stats)"}],"container-title":["Studies in Computational Intelligence","Complex Networks &amp; Their Applications X"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-93409-5_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,27]],"date-time":"2023-04-27T20:33:43Z","timestamp":1682627623000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-93409-5_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030934088","9783030934095"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-93409-5_21","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"1 January 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Madrid","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 December 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}