{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T18:28:52Z","timestamp":1780511332975,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":68,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,6,9]],"date-time":"2021-06-09T00:00:00Z","timestamp":1623196800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,6,9]]},"DOI":"10.1145\/3448016.3452779","type":"proceedings-article","created":{"date-parts":[[2021,6,18]],"date-time":"2021-06-18T17:22:37Z","timestamp":1624036957000},"page":"2328-2337","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":88,"title":["RobustPeriod: Robust Time-Frequency Mining for Multiple Periodicity Detection"],"prefix":"10.1145","author":[{"given":"Qingsong","family":"Wen","sequence":"first","affiliation":[{"name":"DAMO Academy &amp; Alibaba Group, Bellevue, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kai","family":"He","sequence":"additional","affiliation":[{"name":"DAMO Academy &amp; Alibaba Group, Bellevue, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liang","family":"Sun","sequence":"additional","affiliation":[{"name":"DAMO Academy &amp; Alibaba Group, Bellevue, WA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingying","family":"Zhang","sequence":"additional","affiliation":[{"name":"Alibaba Group, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min","family":"Ke","sequence":"additional","affiliation":[{"name":"Alibaba Group, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Huan","family":"Xu","sequence":"additional","affiliation":[{"name":"Alibaba Group, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2021,6,18]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1080\/03610920903564743"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2254756.2254766"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00199"},{"key":"e_1_3_2_2_4_1","volume-title":"Time series analysis: forecasting and control","author":"Box George EP","unstructured":"George EP Box , Gwilym M Jenkins , Gregory C Reinsel , and Greta M Ljung . 2015. Time series analysis: forecasting and control . John Wiley & Sons , New York . George EP Box, Gwilym M Jenkins, Gregory C Reinsel, and Greta M Ljung. 2015. Time series analysis: forecasting and control .John Wiley & Sons, New York."},{"key":"e_1_3_2_2_5_1","volume-title":"et almbox","author":"Boyd Stephen","year":"2011","unstructured":"Stephen Boyd , Neal Parikh , Eric Chu , Borja Peleato , Jonathan Eckstein , et almbox . 2011 . Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine learning , Vol. 3 , 1 (2011). Stephen Boyd, Neal Parikh, Eric Chu, Borja Peleato, Jonathan Eckstein, et almbox. 2011. Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine learning , Vol. 3, 1 (2011)."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2856127"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.5555\/1387589.1387613"},{"key":"e_1_3_2_2_8_1","first-page":"3","article-title":"STL: A Seasonal-Trend Decomposition Procedure Based on Loess","volume":"6","author":"Cleveland Robert B","year":"1990","unstructured":"Robert B Cleveland , William S Cleveland , Jean E McRae , and Irma Terpenning . 1990 . STL: A Seasonal-Trend Decomposition Procedure Based on Loess . Journal of Official Statistics , Vol. 6 , 1 (1990), 3 -- 73 . Robert B Cleveland, William S Cleveland, Jean E McRae, and Irma Terpenning. 1990. STL: A Seasonal-Trend Decomposition Procedure Based on Loess. Journal of Official Statistics , Vol. 6, 1 (1990), 3--73.","journal-title":"Journal of Official Statistics"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132747.3132772"},{"key":"e_1_3_2_2_10_1","volume-title":"Ten Lectures on Wavelets","author":"Daubechies Ingrid","unstructured":"Ingrid Daubechies . 1992. Ten Lectures on Wavelets . Society for Industrial and Applied Mathematics . Ingrid Daubechies. 1992. Ten Lectures on Wavelets. Society for Industrial and Applied Mathematics."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1198\/jasa.2011.tm09771"},{"key":"e_1_3_2_2_12_1","volume-title":"STR: A seasonal-trend decomposition procedure based on regression. arXiv preprint arXiv:2009.05894","author":"Dokumentov Alexander","year":"2020","unstructured":"Alexander Dokumentov and Rob J Hyndman . 2020 . STR: A seasonal-trend decomposition procedure based on regression. arXiv preprint arXiv:2009.05894 (2020). Alexander Dokumentov and Rob J Hyndman. 2020. STR: A seasonal-trend decomposition procedure based on regression. arXiv preprint arXiv:2009.05894 (2020)."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2856822"},{"key":"e_1_3_2_2_14_1","first-page":"3","article-title":"Robust estimation of (partial) autocorrelation","volume":"7","author":"Alexander D\u00fc","year":"2015","unstructured":"Alexander D\u00fc rre, Roland Fried , and Tobias Liboschik . 2015 . Robust estimation of (partial) autocorrelation . Wiley Interdisciplinary Reviews: Computational Statistics , Vol. 7 , 3 (may 2015), 205--222. Alexander D\u00fc rre, Roland Fried, and Tobias Liboschik. 2015. Robust estimation of (partial) autocorrelation . Wiley Interdisciplinary Reviews: Computational Statistics , Vol. 7, 3 (may 2015), 205--222.","journal-title":"Wiley Interdisciplinary Reviews: Computational Statistics"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2005.152"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3299869.3314033"},{"key":"e_1_3_2_2_17_1","first-page":"54","article-title":"Tests of significance in harmonic analysis. Proceedings of the Royal Society of London","volume":"125","author":"Fisher Ronald Aylmer","year":"1929","unstructured":"Ronald Aylmer Fisher . 1929 . Tests of significance in harmonic analysis. Proceedings of the Royal Society of London . Series A , Vol. 125 , 796 (1929), 54 -- 59 . Ronald Aylmer Fisher. 1929. Tests of significance in harmonic analysis. Proceedings of the Royal Society of London. Series A , Vol. 125, 796 (1929), 54--59.","journal-title":"Series A"},{"key":"e_1_3_2_2_18_1","volume-title":"MileTS'20: 6th KDD Workshop on Mining and Learning from Time Series","author":"Gao Jingkun","year":"2020","unstructured":"Jingkun Gao , Xiaomin Song , Qingsong Wen , Pichao Wang , Liang Sun , and Huan Xu . 2020 . RobustTAD: Robust time series anomaly detection via decomposition and convolutional neural networks . MileTS'20: 6th KDD Workshop on Mining and Learning from Time Series (2020), 1--6. Jingkun Gao, Xiaomin Song, Qingsong Wen, Pichao Wang, Liang Sun, and Huan Xu. 2020. RobustTAD: Robust time series anomaly detection via decomposition and convolutional neural networks. MileTS'20: 6th KDD Workshop on Mining and Learning from Time Series (2020), 1--6."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stt1206"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stt1264"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3386140"},{"key":"e_1_3_2_2_22_1","volume-title":"Postwar US business cycles: an empirical investigation. Journal of Money, Credit, and Banking","author":"Hodrick Robert J","year":"1997","unstructured":"Robert J Hodrick and Edward C Prescott . 1997. Postwar US business cycles: an empirical investigation. Journal of Money, Credit, and Banking ( 1997 ), 1--16. Robert J Hodrick and Edward C Prescott. 1997. Postwar US business cycles: an empirical investigation. Journal of Money, Credit, and Banking (1997), 1--16."},{"key":"e_1_3_2_2_23_1","volume-title":"Ronchetti","author":"Huber Peter J.","year":"2009","unstructured":"Peter J. Huber and Elvezio M . Ronchetti . 2009 . Robust Statistics 2nd ed.). John Wiley & Sons , New Jersey. Peter J. Huber and Elvezio M. Ronchetti. 2009. Robust Statistics 2nd ed.). John Wiley & Sons, New Jersey."},{"key":"e_1_3_2_2_24_1","unstructured":"Rob J Hyndman George Athanasopoulos Christoph Bergmeir Gabriel Caceres Leanne Chhay Mitchell O'Hara-Wild Fotios Petropoulos and Slava Razbash. 2019. Package ?forecast'. (2019).  Rob J Hyndman George Athanasopoulos Christoph Bergmeir Gabriel Caceres Leanne Chhay Mitchell O'Hara-Wild Fotios Petropoulos and Slava Razbash. 2019. Package ?forecast'. (2019)."},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357223.3362726"},{"key":"e_1_3_2_2_26_1","volume-title":"Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation (OSDI '16)","author":"Jyothi Sangeetha Abdu","year":"2016","unstructured":"Sangeetha Abdu Jyothi , Carlo Curino , Ishai Menache , Shravan Matthur Narayanamurthy , Alexey Tumanov , Jonathan Yaniv , Ruslan Mavlyutov , \u00cd nigo Goiri, Subru Krishnan , Janardhan Kulkarni , 2016 . Morpheus: towards automated SLOs for enterprise clusters . In Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation (OSDI '16) . 117--134. Sangeetha Abdu Jyothi, Carlo Curino, Ishai Menache, Shravan Matthur Narayanamurthy, Alexey Tumanov, Jonathan Yaniv, Ruslan Mavlyutov, \u00cd nigo Goiri, Subru Krishnan, Janardhan Kulkarni, et almbox. 2016. Morpheus: towards automated SLOs for enterprise clusters. In Proceedings of the 12th USENIX conference on Operating Systems Design and Implementation (OSDI '16) . 117--134."},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/78.726825"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210006"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2788611"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000265"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339604"},{"key":"e_1_3_2_2_32_1","volume-title":"Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD '18)","author":"Ma Lin","unstructured":"Lin Ma , Dana Van Aken , Ahmed Hefny , Gustavo Mezerhane , Andrew Pavlo , and Geoffrey J. Gordon . 2018. Query-based workload forecasting for self-driving database management systems . Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD '18) , 631--645. Lin Ma, Dana Van Aken , Ahmed Hefny, Gustavo Mezerhane, Andrew Pavlo, and Geoffrey J. Gordon. 2018. Query-based workload forecasting for self-driving database management systems . Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD '18), 631--645."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.2307\/3212026"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00141"},{"key":"e_1_3_2_2_35_1","volume-title":"Temporal Data Mining","author":"Mitsa Theophano","unstructured":"Theophano Mitsa . 2010. Temporal Data Mining 1 st ed.). Chapman and Hall\/CRC , Boca Raton, FL . Theophano Mitsa. 2010. Temporal Data Mining 1st ed.). Chapman and Hall\/CRC, Boca Raton, FL.","edition":"1"},{"key":"e_1_3_2_2_36_1","volume-title":"Proceedings of the 1st Int. Conf. Advanced Data Analysis, Business Analytics and Intelligence","volume":"122","author":"Palshikar Girish","year":"2009","unstructured":"Girish Palshikar . 2009 . Simple algorithms for peak detection in time-series . In Proceedings of the 1st Int. Conf. Advanced Data Analysis, Business Analytics and Intelligence , Vol. 122 . Girish Palshikar. 2009. Simple algorithms for peak detection in time-series. In Proceedings of the 1st Int. Conf. Advanced Data Analysis, Business Analytics and Intelligence , Vol. 122."},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012722442-8\/50056-2"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1183614.1183774"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511841040"},{"key":"e_1_3_2_2_40_1","volume-title":"International Workshop on Advanced Analysis and Learning on Temporal Data. Springer, 43--54","author":"Puech Tom","year":"2019","unstructured":"Tom Puech , Matthieu Boussard , Anthony D'Amato , and Ga\u00ebtan Millerand . 2019 . A fully automated periodicity detection in time series . In International Workshop on Advanced Analysis and Learning on Temporal Data. Springer, 43--54 . Tom Puech, Matthieu Boussard, Anthony D'Amato, and Ga\u00ebtan Millerand. 2019. A fully automated periodicity detection in time series. In International Workshop on Advanced Analysis and Learning on Temporal Data. Springer, 43--54."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2187836.2187918"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2013.2261984"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.14778\/1687627.1687639"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1980.10477474"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1093\/mnras\/stv719"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3190650"},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.14778\/3339490.3339503"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2434318"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-019-00645-z"},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-012-0289-3"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/1007568.1007586"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.40"},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/79.2.438"},{"key":"e_1_3_2_2_54_1","volume-title":"Brown","author":"Wang DeLiang","year":"2006","unstructured":"DeLiang Wang and Guy J . Brown . 2006 . Computational Auditory Scene Analysis: Principles, Algorithms , and Applications .Wiley-IEEE Press . DeLiang Wang and Guy J. Brown. 2006. Computational Auditory Scene Analysis: Principles, Algorithms, and Applications .Wiley-IEEE Press."},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TSP.2005.859237","article-title":"Cyclo-period estimation for discrete-time cyclo-stationary signals","volume":"54","author":"Wang Jiandong","year":"2006","unstructured":"Jiandong Wang , Tongwen Chen , and Biao Huang . 2006 . Cyclo-period estimation for discrete-time cyclo-stationary signals . IEEE Transactions on Signal Processing , Vol. 54 , 1 (Jan 2006), 83--94. Jiandong Wang, Tongwen Chen, and Biao Huang. 2006. Cyclo-period estimation for discrete-time cyclo-stationary signals. IEEE Transactions on Signal Processing , Vol. 54, 1 (Jan 2006), 83--94.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"e_1_3_2_2_56_1","unstructured":"Yahoo! Webscope. (accessed 06\/2020). S5 - A Labeled Anomaly Detection Dataset version 1.0 . https:\/\/webscope.sandbox.yahoo.com\/catalog.php?datatype=s  Yahoo! Webscope. (accessed 06\/2020). S5 - A Labeled Anomaly Detection Dataset version 1.0 . https:\/\/webscope.sandbox.yahoo.com\/catalog.php?datatype=s"},{"key":"e_1_3_2_2_57_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/535"},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015409"},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403271"},{"key":"e_1_3_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg364"},{"key":"e_1_3_2_2_61_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02546511"},{"key":"e_1_3_2_2_62_1","volume-title":"Introduction to Robust Estimation and Hypothesis Testing","author":"Wilcox Rand R","unstructured":"Rand R Wilcox . 2017. Introduction to Robust Estimation and Hypothesis Testing 4 th ed.). Academic press , New York . Rand R Wilcox. 2017. Introduction to Robust Estimation and Hypothesis Testing 4th ed.). Academic press, New York.","edition":"4"},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414118"},{"key":"e_1_3_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413939"},{"key":"e_1_3_2_2_65_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr041"},{"key":"e_1_3_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3318464.3389771"},{"key":"e_1_3_2_2_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3133027"},{"key":"e_1_3_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2013.10.002"}],"event":{"name":"SIGMOD\/PODS '21: International Conference on Management of Data","location":"Virtual Event China","acronym":"SIGMOD\/PODS '21","sponsor":["SIGMOD ACM Special Interest Group on Management of Data"]},"container-title":["Proceedings of the 2021 International Conference on Management of Data"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3448016.3452779","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3448016.3452779","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:49:14Z","timestamp":1750193354000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3448016.3452779"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,9]]},"references-count":68,"alternative-id":["10.1145\/3448016.3452779","10.1145\/3448016"],"URL":"https:\/\/doi.org\/10.1145\/3448016.3452779","relation":{},"subject":[],"published":{"date-parts":[[2021,6,9]]},"assertion":[{"value":"2021-06-18","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}