{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T19:36:13Z","timestamp":1769283373453,"version":"3.49.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Intel and NVIDIA","award":["NSF\/NIH BIGDATA 1R01GM108341"],"award-info":[{"award-number":["NSF\/NIH BIGDATA 1R01GM108341"]}]},{"name":"Intel and NVIDIA","award":["ONR N00014-15-1-2340"],"award-info":[{"award-number":["ONR N00014-15-1-2340"]}]},{"name":"Intel and NVIDIA","award":["NSF IIS-1218749"],"award-info":[{"award-number":["NSF IIS-1218749"]}]},{"name":"Intel and NVIDIA","award":["NSF IIS-1639792"],"award-info":[{"award-number":["NSF IIS-1639792"]}]},{"name":"Intel and NVIDIA","award":["NSF CAREER IIS-1350983"],"award-info":[{"award-number":["NSF CAREER IIS-1350983"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Signal and Inf. Process. over Networks"],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/tsipn.2017.2696264","type":"journal-article","created":{"date-parts":[[2017,4,24]],"date-time":"2017-04-24T21:11:27Z","timestamp":1493068287000},"page":"346-359","source":"Crossref","is-referenced-by-count":27,"title":["Detecting Changes in Dynamic Events Over Networks"],"prefix":"10.1109","volume":"3","author":[{"given":"Shuang","family":"Li","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yao","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mehrdad","family":"Farajtabar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Apurv","family":"Verma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Le","family":"Song","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","author":"casella","year":"2004","journal-title":"Monte Carlo Statistical Methods"},{"key":"ref38","first-page":"546","article-title":"Modeling events with cascades of poisson processes","author":"simma","year":"2012","journal-title":"Proc 26th Conf Uncertainty Artif Intell"},{"key":"ref33","author":"daley","year":"2007","journal-title":"An Introduction to the Theory of Point Processes Volume II General Theory and Structure"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5705\/ss.2011.027a"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150428"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1111\/j.2517-6161.1995.tb02052.x","article-title":"Sequential changepoint detection in quality control and dynamical systems","volume":"57","author":"lai","year":"1995","journal-title":"J Royal Statistical Society Series B (Methodological)"},{"key":"ref37","doi-asserted-by":"crossref","DOI":"10.1201\/b17279","author":"tartakovsky","year":"2014","journal-title":"Sequential Analysis Hypothesis Testing and Change-Point Detection"},{"key":"ref36","author":"siegmund","year":"1985","journal-title":"Sequential analysis Test and Confidence Intervals"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.164"},{"key":"ref34","article-title":"Temporal point processes: The conditional intensity 1026 function","author":"ransmussen","year":"2011"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1137\/1108002"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2307\/2333401"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1966.10490374"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1214\/08-AOAS232"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788611"},{"key":"ref20","first-page":"1413","article-title":"Discovering latent network structure in point process data","volume":"32","author":"linderman","year":"0","journal-title":"Proc 31st Int Conf Int Conf Mach Learn"},{"key":"ref22","first-page":"1954","article-title":"Coevolve: A joint point process model for information diffusion and network co-evolution","author":"farajtabar","year":"2015","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2568202"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1201\/b17279","author":"tartakovsky","year":"2014","journal-title":"Sequential Analysis Hypothesis Testing and Change-Point Detection"},{"key":"ref23","author":"basseville","year":"1993","journal-title":"Detection of Abrupt Changes Theory and Application"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2307\/2333009"},{"key":"ref25","author":"shewhart","year":"1931","journal-title":"Economic Control of Quality of Manufactured Product"},{"key":"ref50","first-page":"104","article-title":"Probabilities and information gain for earthquake forecasting","author":"jones","year":"1998","journal-title":"Selected Papers From Volume 30 of Vychislitel&#x2019;naya Seysmologiya"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1214\/15-AOAS892"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9469.2004.02-102.x"},{"key":"ref40","author":"casella","year":"2001","journal-title":"Statistical Inference"},{"key":"ref12","first-page":"2717","article-title":"Inference in continuous-time change-point models","author":"stimberg","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2808797.2814178"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9892.2012.00790.x"},{"key":"ref15","first-page":"2474","article-title":"Shaping social activity by incentivizing users","author":"farajtabar","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref16","first-page":"1660","article-title":"Learning granger causality for Hawkes processes","volume":"48","author":"xu","year":"0","journal-title":"Proc 33rd Int Conf Int Conf Mach Learn"},{"key":"ref17","first-page":"1","article-title":"Mixture of mutually exciting processes for viral diffusion","author":"yang","year":"2013","journal-title":"Proc 30th Int Conf Mach Learn"},{"key":"ref18","first-page":"1301","article-title":"Learning triggering kernels for multi-dimensional Hawkes processes","author":"zhou","year":"2013","journal-title":"Proc 30th Int Conf Mach Learn"},{"key":"ref19","first-page":"277","article-title":"Poisson-networks: A model for structured point processes","author":"rajaram","year":"2005","journal-title":"Proc 10th Int Workshop Artif Intell Statist"},{"key":"ref4","first-page":"561","article-title":"Uncovering the temporal dynamics of diffusion networks","author":"rodriguez","year":"2011","journal-title":"Proc 28th Int Conf Mach Learn"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0012948"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(02)00815-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2568043"},{"key":"ref8","year":"2016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2424875"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1017\/S0021900200112367"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1214\/11-AOAS517"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.4310\/SII.2008.v1.n1.a1"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176324466"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2533397"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/58.1.83"},{"key":"ref42","article-title":"Multistage campaigning in social networks","author":"farajtabar","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557077"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1002\/9781118720608"},{"key":"ref43","first-page":"641","article-title":"Learning social infectivity in sparse low-rank networks using multi-dimensional Hawkes processes","author":"zhou","year":"2013","journal-title":"Proc 16th Int Conf Artif Intell Statist"}],"container-title":["IEEE Transactions on Signal and Information Processing over Networks"],"original-title":[],"link":[{"URL":"http:\/\/ieeexplore.ieee.org\/ielaam\/6884276\/7931734\/7907333-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6884276\/7931734\/07907333.pdf?arnumber=7907333","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,8]],"date-time":"2022-04-08T18:54:36Z","timestamp":1649444076000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7907333\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":50,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tsipn.2017.2696264","relation":{},"ISSN":["2373-776X","2373-7778"],"issn-type":[{"value":"2373-776X","type":"electronic"},{"value":"2373-7778","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,6]]}}}