{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T17:13:31Z","timestamp":1785604411490,"version":"3.56.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007523","name":"Division of Advanced Cyberinfrastructure","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007523","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000086","name":"Directorate for Mathematical and Physical Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000086","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000085","name":"Directorate for Geosciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000085","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9378006","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T21:10:21Z","timestamp":1616188221000},"page":"4184-4191","source":"Crossref","is-referenced-by-count":13,"title":["On The Effectiveness of Imaging of Time Series for Flare Forecasting Problem"],"prefix":"10.1109","author":[{"given":"Yang","family":"Chen","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anli","family":"Ji","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pavan Ajit","family":"Babajiyavar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Azim","family":"Ahmadzadeh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rafal A.","family":"Angryk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref33","author":"hanssen","year":"1965","journal-title":"On the Relationship Between the Frequency of Rain and Various Meteorological Parameters (with Reference to the Problem of Objective Forecasting)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-016-0094-0"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref30","first-page":"929","article-title":"Fast global alignment kernels","author":"cuturi","year":"2011","journal-title":"Proceedings of the 28th International Conference on Machine Learning (ICML-11)"},{"key":"ref35","doi-asserted-by":"crossref","DOI":"10.1029\/2007SW000337","article-title":"Updated verification of the space weather prediction center’s solar energetic particle prediction model","volume":"6","author":"balch","year":"2008","journal-title":"Space Weather: The International Journal of Research and Applications"},{"key":"ref34","first-page":"301","article-title":"Berechnung des erfolges und der güte der windstärkevorhersagen im sturmwarnungsdienst","volume":"8","author":"heidke","year":"1926","journal-title":"Geografiska Annaler"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/aaae00"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006505"},{"key":"ref12","first-page":"89","article-title":"A comparison of flare forecasting methods. i. results from the","volume":"829","author":"barnes","year":"0"},{"key":"ref13","first-page":"128","article-title":"Deep learning vs. traditional computer vision","author":"o\u2019mahony","year":"2019","journal-title":"Science and Information Conference"},{"key":"ref14","article-title":"Imaging time-series to improve classification and imputation","author":"wang","year":"2015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICEI.2018.00038"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2720721"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-018-1105-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s40854-020-00187-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1142\/9789812833709_0030"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/9781119387596.ch2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s11207-008-9288-3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.softx.2020.100518"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1029\/2011SW000734"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1088\/0004-637X\/710\/1\/869"},{"key":"ref29","first-page":"1","article-title":"pyts: A python package for time series classification","volume":"21","author":"faouzi","year":"2020","journal-title":"Journal of Machine Learning Research"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1088\/2041-8205\/747\/2\/L41"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1009-9271\/7\/3\/15"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/0004-637X\/798\/2\/135"},{"key":"ref2","author":"council","year":"2008","journal-title":"Severe Space Weather Events–Understanding Societal and Economic Impacts A Workshop Report"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/aab9a7"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/risa.12765"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2019.8810899"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.12942\/lrsp-2008-1"},{"key":"ref21","article-title":"Sequential behavioral data processing using deep learning and the markov transition field in online fraud detection","author":"zhang","year":"2018"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11207-014-0529-3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3847\/1538-4357\/aa789b"},{"key":"ref26","article-title":"SWAN-SF","author":"angryk","year":"2020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0548-x"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","location":"Atlanta, GA, USA","start":{"date-parts":[[2020,12,10]]},"end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09378006.pdf?arnumber=9378006","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:47:24Z","timestamp":1656344844000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9378006\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9378006","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}