{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:13:15Z","timestamp":1758265995779},"publisher-location":"Cham","reference-count":42,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319952451"},{"type":"electronic","value":"9783319952468"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-3-319-95246-8_17","type":"book-chapter","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T06:50:32Z","timestamp":1531983032000},"page":"287-305","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Compressed Sensing in Cyber Physical Social Systems"],"prefix":"10.1007","author":[{"given":"Radu","family":"Grosu","sequence":"first","affiliation":[]},{"given":"Elahe","family":"Ghalebi K.","sequence":"additional","affiliation":[]},{"given":"Ali","family":"Movaghar","sequence":"additional","affiliation":[]},{"given":"Hamidreza","family":"Mahyar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,7,20]]},"reference":[{"key":"17_CR1","unstructured":"GE Industrial Internet insights report. Technical report (2015). www.ge.com\/digital\/sites\/default\/files\/industrial-internet-insights-report.pdf"},{"key":"17_CR2","doi-asserted-by":"publisher","first-page":"549","DOI":"10.1016\/j.physa.2013.10.047","volume":"395","author":"J Bae","year":"2014","unstructured":"Bae, J., Kim, S.: Identifying and ranking influential spreaders in complex networks by neighborhood coreness. Phys. A 395, 549\u2013559 (2014)","journal-title":"Phys. A"},{"issue":"5439","key":"17_CR3","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"AL Barabasi","year":"1999","unstructured":"Barabasi, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509\u2013512 (1999)","journal-title":"Science"},{"key":"17_CR4","doi-asserted-by":"crossref","unstructured":"Berinde, R., Gilbert, A., Indyk, P., Karloff, H., Strauss, M.: Combining geometry and combinatorics: a unified approach to sparse signal recovery. In: Allerton Conference on Communication, Control, and Computing (2008)","DOI":"10.1109\/ALLERTON.2008.4797639"},{"key":"17_CR5","doi-asserted-by":"publisher","first-page":"1170","DOI":"10.1086\/228631","volume":"92","author":"P Bonacich","year":"1987","unstructured":"Bonacich, P.: Power and centrality: a family of measures. Am. J. Sociol. 92, 1170\u20131182 (1987)","journal-title":"Am. J. Sociol."},{"key":"17_CR6","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/s10588-006-7084-x","volume":"12","author":"SP Borgatti","year":"2006","unstructured":"Borgatti, S.P.: Identifying sets of key players in a social network. Comput. Math. Organ. Theory 12, 21\u201334 (2006)","journal-title":"Comput. Math. Organ. Theory"},{"issue":"6","key":"17_CR7","doi-asserted-by":"publisher","first-page":"2508","DOI":"10.1109\/TIT.2006.874516","volume":"45","author":"S Boyd","year":"2006","unstructured":"Boyd, S., Ghosh, A., Prabhakar, B., Shah, D.: Randomized gossip algorithms. IEEE Trans. Inf. Theory 45(6), 2508\u20132530 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"17_CR8","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, 163\u2013177 (2001)","journal-title":"J. Math. Sociol."},{"issue":"12","key":"17_CR9","doi-asserted-by":"publisher","first-page":"4203","DOI":"10.1109\/TIT.2005.858979","volume":"51","author":"EJ Candes","year":"2005","unstructured":"Candes, E.J., Tao, T.: Decoding by linear programming. IEEE Trans. Inf. Theory 51(12), 4203\u20134215 (2005)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"1","key":"17_CR10","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1109\/TIT.2011.2169535","volume":"58","author":"M Cheraghchi","year":"2012","unstructured":"Cheraghchi, M., Karbasi, A., Mohajer, S., Saligrama, V.: Graph constrained group testing. IEEE Trans. Inf. Theory 58(1), 248\u2013262 (2012)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"17_CR11","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1080\/00018730601170527","volume":"56","author":"L Costa","year":"2007","unstructured":"Costa, L., Rodrigues, F., Travieso, G., Villas-Boas, P.: Characterization of complex networks: a survey. Adv. Phys. 56, 167\u2013242 (2007)","journal-title":"Adv. Phys."},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Crovella, M., Kolaczyk, E.: Graph wavelets for spatial traffic analysis. In: Twenty-Second Annual Joint Conference of the IEEE Computer and Communications Societies, vol. 3, pp. 1848\u20131857. IEEE (2003)","DOI":"10.1109\/INFCOM.2003.1209207"},{"key":"17_CR13","doi-asserted-by":"crossref","unstructured":"Davenport, M., Duarte, M., Eldar, Y., Kutyniok, G.: Introduction to compressed sensing. In: Compressed Sensing: Theory and Applications. Cambridge UP (2012)","DOI":"10.1017\/CBO9780511794308.002"},{"issue":"4","key":"17_CR14","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"D Donoho","year":"2006","unstructured":"Donoho, D.: Compressed sensing. IEEE Trans. Inf. Theory 52(4), 1289\u20131306 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"17_CR15","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.socnet.2004.11.007","volume":"27","author":"M Everett","year":"2005","unstructured":"Everett, M., Borgatti, S.P.: Ego network betweenness. Soc. Netw. 27, 31\u201338 (2005)","journal-title":"Soc. Netw."},{"key":"17_CR16","unstructured":"Facebook Climbs To 1.59 Billion Users And Crushes Q4 Estimates With 5.8B Revenue (2016). http:\/\/techcrunch.com\/2016\/01\/27\/facebook-earnings-q4-2015"},{"key":"17_CR17","doi-asserted-by":"publisher","first-page":"35","DOI":"10.2307\/3033543","volume":"40","author":"L Freeman","year":"1977","unstructured":"Freeman, L.: A set of measures of centrality based on betweenness. Sociometry 40, 35\u201341 (1977)","journal-title":"Sociometry"},{"key":"17_CR18","unstructured":"Gephi platform for interactive visualization and exploration of graphs (2017). http:\/\/rankinfo.pkqs.net\/twittercrawl.dot.gz"},{"key":"17_CR19","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1016\/j.acha.2010.04.005","volume":"30","author":"D Hammond","year":"2011","unstructured":"Hammond, D., Vandergheynst, P., Gribonval, R.: Wavelets on graphs via spectral graph theory. Appl. Comput. Harmon. Anal. 30, 129\u2013150 (2011)","journal-title":"Appl. Comput. Harmon. Anal."},{"issue":"2","key":"17_CR20","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1109\/MSP.2007.914732","volume":"25","author":"J Haupt","year":"2008","unstructured":"Haupt, J., Bajwa, W., Rabbat, M., Nowak, R.: Compressed sensing for networked data: a different approach to decentralized compression. IEEE Sig. Process. Mag. 25(2), 92\u2013101 (2008)","journal-title":"IEEE Sig. Process. Mag."},{"key":"17_CR21","doi-asserted-by":"crossref","unstructured":"Huang, X., Vodenska, I., Wang, F., Havlin, S., Stanley, H.E.: Identifying influential directors in the United States corporate governance network. Phys. Rev. E 84 (2011)","DOI":"10.1103\/PhysRevE.84.046101"},{"key":"17_CR22","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1016\/j.ins.2015.07.053","volume":"326","author":"M Lee","year":"2016","unstructured":"Lee, M., Choi, S., Chung, C.: Efficient algorithms for updating betweenness centrality in fully dynamic graphs. Inf. Sci. 326, 278\u2013296 (2016)","journal-title":"Inf. Sci."},{"key":"17_CR23","doi-asserted-by":"publisher","first-page":"4154","DOI":"10.1016\/j.physa.2013.04.037","volume":"392","author":"JG Liu","year":"2013","unstructured":"Liu, J.G., Ren, Z.M., Guo, Q.: Ranking the spreading influence in complex networks. Phys. A 392, 4154\u20134159 (2013)","journal-title":"Phys. A"},{"key":"17_CR24","doi-asserted-by":"publisher","first-page":"10168","DOI":"10.1038\/ncomms10168","volume":"7","author":"L Lu","year":"2016","unstructured":"Lu, L., Zhou, T., Zhang, Q.M., Stanley, H.: The h-index of a network node and its relation to degree and coreness. Nat. Commun. 7, 10168 (2016)","journal-title":"Nat. Commun."},{"key":"17_CR25","first-page":"114","volume":"7","author":"D Mackenzie","year":"2009","unstructured":"Mackenzie, D.: Compressed sensing makes every pixel count. What\u2019s Happening Math. Sci. 7, 114\u2013127 (2009)","journal-title":"What\u2019s Happening Math. Sci."},{"key":"17_CR26","doi-asserted-by":"crossref","unstructured":"Mahyar, H.: Detection of top-k central nodes in social networks: a compressive sensing approach. In: IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM, pp. 902\u2013909, August 2015","DOI":"10.1145\/2808797.2808811"},{"key":"17_CR27","doi-asserted-by":"crossref","unstructured":"Mahyar, H., Rabiee, H.R., Hashemifar, Z.S.: UCS-NT: an unbiased compressive sensing framework for network tomography. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 4534\u20134538 (2013)","DOI":"10.1109\/ICASSP.2013.6638518"},{"key":"17_CR28","doi-asserted-by":"crossref","unstructured":"Mahyar, H., Rabiee, H.R., Hashemifar, Z.S., Siyari, P.: UCS-WN: an unbiased compressive sensing framework for weighted networks. In: Conference on Information Sciences and Systems, CISS. pp. 1\u20136, March 2013","DOI":"10.1109\/ICASSP.2013.6638518"},{"key":"17_CR29","doi-asserted-by":"crossref","unstructured":"Mahyar, H., Rabiee, H.R., Movaghar, A., Ghalebi, E., Nazemian, A.: CS-ComDet: a compressive sensing approach for inter-community detection in social networks. In: IEEE\/ACM ASONAM, pp. 89\u201396, August 2015","DOI":"10.1145\/2808797.2808856"},{"key":"17_CR30","doi-asserted-by":"crossref","unstructured":"Mahyar, H., Rabiee, H.R., Movaghar, A., Hasheminezhad, R., Ghalebi, E., Nazemian, A.: A low-cost sparse recovery framework for weighted networks under compressive sensing. In: IEEE International Conference on Social Computing and Networking, SocialCom, pp. 183\u2013190, December 2015","DOI":"10.1109\/SmartCity.2015.68"},{"issue":"12","key":"17_CR31","doi-asserted-by":"publisher","first-page":"3397","DOI":"10.1109\/78.258082","volume":"41","author":"S Mallat","year":"1993","unstructured":"Mallat, S., Zhang, Z.: Matching pursuits with time-frequency dictionaries. IEEE Trans. Sig. Process. 41(12), 3397\u20133415 (1993)","journal-title":"IEEE Trans. Sig. Process."},{"key":"17_CR32","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199206650.001.0001","volume-title":"Networks: An introduction","author":"S Newman","year":"2010","unstructured":"Newman, S.: Networks: An introduction, 1st edn. Oxford University Press, Oxford (2010)","edition":"1"},{"issue":"2","key":"17_CR33","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.socnet.2009.02.002","volume":"31","author":"T Opsahl","year":"2009","unstructured":"Opsahl, T., Panzarasa, P.: Clustering in weighted networks. Soc. Netw. 31(2), 155\u2013163 (2009)","journal-title":"Soc. Netw."},{"key":"17_CR34","unstructured":"P\u00fcschel, M., Moura, J.: Algebraic signal processing theory. arXiv\/0612077v1, pp. 1\u201367 (2006)"},{"key":"17_CR35","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1007\/BF02289527","volume":"31","author":"G Sabidussi","year":"1966","unstructured":"Sabidussi, G.: The centrality index of a graph. Psychometrika 31, 581\u2013603 (1966)","journal-title":"Psychometrika"},{"issue":"12","key":"17_CR36","doi-asserted-by":"publisher","first-page":"3042","DOI":"10.1109\/TSP.2014.2321121","volume":"62","author":"A Sandryhaila","year":"2014","unstructured":"Sandryhaila, A., Moura, J.: Discrete signal processing on graphs: frequency analysis. IEEE Trans. Sig. Process. 62(12), 3042\u20133054 (2014)","journal-title":"IEEE Trans. Sig. Process."},{"issue":"5","key":"17_CR37","doi-asserted-by":"publisher","first-page":"055103","DOI":"10.1103\/PhysRevE.71.055103","volume":"71","author":"B Singh","year":"2005","unstructured":"Singh, B., Gupte, N.: Congestion and decongestion in a communication network. Phys. Rev. E 71(5), 055103 (2005)","journal-title":"Phys. Rev. E"},{"issue":"6","key":"17_CR38","doi-asserted-by":"publisher","first-page":"1710","DOI":"10.1109\/18.556667","volume":"42","author":"M Sipser","year":"1996","unstructured":"Sipser, M., Spielman, D.: Expander codes. IEEE Trans. Inf. Theory 42(6), 1710\u20131722 (1996)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"17_CR39","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1994","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the LASSO. J. R. Stat. Soc. B 58, 267\u2013288 (1994)","journal-title":"J. R. Stat. Soc. B"},{"key":"17_CR40","doi-asserted-by":"publisher","first-page":"654","DOI":"10.1016\/j.physa.2016.11.034","volume":"469","author":"S Xu","year":"2017","unstructured":"Xu, S., Wang, P.: Identifying important nodes by adaptive leaderrank. Phys. A 469, 654\u2013664 (2017)","journal-title":"Phys. A"},{"key":"17_CR41","doi-asserted-by":"crossref","unstructured":"Xu, W., Mallada, E., Tang, A.: Compressive sensing over graphs. In: IEEE INFOCOM, pp. 2087\u20132095, April 2011","DOI":"10.1109\/INFCOM.2011.5935018"},{"key":"17_CR42","doi-asserted-by":"crossref","unstructured":"Zhu, X., Rabbat, M.: Approximating signals supported on graphs. In: IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 3921\u20133924 (2012)","DOI":"10.1109\/ICASSP.2012.6288775"}],"container-title":["Lecture Notes in Computer Science","Principles of Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-95246-8_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T11:15:35Z","timestamp":1720437335000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-95246-8_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319952451","9783319952468"],"references-count":42,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-95246-8_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}