{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T19:29:30Z","timestamp":1773775770669,"version":"3.50.1"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072018"],"award-info":[{"award-number":["62072018"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62322201"],"award-info":[{"award-number":["62322201"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U23B2020"],"award-info":[{"award-number":["U23B2020"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Academic Excellence Foundation"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tkde.2023.3347695","type":"journal-article","created":{"date-parts":[[2023,12,28]],"date-time":"2023-12-28T19:53:40Z","timestamp":1703793220000},"page":"9322-9335","source":"Crossref","is-referenced-by-count":6,"title":["SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9530-2858","authenticated-orcid":false,"given":"Jiaxing","family":"Qi","sequence":"first","affiliation":[{"name":"Sino-German Joint Software Institute, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7186-0556","authenticated-orcid":false,"given":"Zhongzhi","family":"Luan","sequence":"additional","affiliation":[{"name":"Sino-German Joint Software Institute, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4324-6337","authenticated-orcid":false,"given":"Shaohan","family":"Huang","sequence":"additional","affiliation":[{"name":"Sino-German Joint Software Institute, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5726-4371","authenticated-orcid":false,"given":"Carol","family":"Fung","sequence":"additional","affiliation":[{"name":"Concordia Institute for Information Systems Engineering, Concordia University, Quebec, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1101-7927","authenticated-orcid":false,"given":"Hailong","family":"Yang","sequence":"additional","affiliation":[{"name":"Sino-German Joint Software Institute, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5382-1473","authenticated-orcid":false,"given":"Depei","family":"Qian","sequence":"additional","affiliation":[{"name":"Sino-German Joint Software Institute, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CompComm.2017.8322600"},{"key":"ref2","article-title":"Experience report: Deep learning-based system log analysis for anomaly detection","author":"Chen","year":"2021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2023.100470"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467125"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/DASC\/PiCom\/DataCom\/CyberSciTec.2018.00037"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338931"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3034647"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/658"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534113"},{"key":"ref11","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","volume-title":"Proc. 13th Int. Conf. Artif. Intell. Statist. Workshop Conf. Proc.","author":"Glorot"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482209"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.02.026"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599302"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1098\/rsos.231606"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-12555-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/jproc.2023.3308088"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00266"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.123"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0103"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.13"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110435"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510155"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-Companion52605.2021.00106"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00358"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599302"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629587"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2007.103"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2008.107"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3157636"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3139916"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3102110"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678773"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00130"},{"key":"ref36","article-title":"Fasttext. zip: Compressing text classification models","author":"Joulin","year":"2016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.11.058"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2014.6757323"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.1952.sp004764"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.rinp.2021.105023"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2022.3187623"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2022.3164068"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS48785.2022.9937826"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2022.3218294"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054250"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-017-02717-4"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2003.1206342"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2713125"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2009.11-08-901"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.0030031"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01086"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00331"},{"key":"ref53","first-page":"1419","article-title":"SLAYER: Spike layer error reassignment in time","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Shrestha"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2018.2834558"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00860"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-021-3380-1"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20053-3_3"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510180"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2022.3152620"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486257"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/EAIS48028.2020.9122779"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86472-9_31"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412157"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02863-9"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-82153-1_19"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-54994-7_15"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/10750897\/10375739.pdf?arnumber=10375739","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T23:55:16Z","timestamp":1732665316000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10375739\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":66,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2023.3347695","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}