{"id":"https://openalex.org/W4283333331","doi":"https://doi.org/10.3390/engproc2022018024","title":"Time Series Clustering of High Gamma Dose Rate Incidents","display_name":"Time Series Clustering of High Gamma Dose Rate Incidents","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283333331","doi":"https://doi.org/10.3390/engproc2022018024"},"language":"en","primary_location":{"id":"doi:10.3390/engproc2022018024","doi":"https://doi.org/10.3390/engproc2022018024","is_oa":true,"landing_page_url":"https://doi.org/10.3390/engproc2022018024","pdf_url":"https://www.mdpi.com/2673-4591/18/1/24/pdf?version=1655892824","source":{"id":"https://openalex.org/S7407088652","display_name":"International Conference on Time Series and Forecasting (ITISE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 8th International Conference on Time Series and Forecasting","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.mdpi.com/2673-4591/18/1/24/pdf?version=1655892824","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030740900","display_name":"Mohammed Al Saleh","orcid":"https://orcid.org/0000-0001-6703-940X","observed_orcids":["https://orcid.org/0000-0001-6703-940X"]},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097719","display_name":"National Council for Scientific Research","ror":"https://ror.org/00x9ewr78","country_code":"LB","type":"government","lineage":["https://openalex.org/I4210097719"]},{"id":"https://openalex.org/I4210106106","display_name":"Rafik Hariri University","ror":"https://ror.org/00x1fdr51","country_code":"LB","type":"education","lineage":["https://openalex.org/I4210106106"]}],"countries":["FR","LB"],"is_corresponding":true,"raw_author_name":"Mohammed Al Saleh","raw_affiliation_strings":["David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France","Lebanese Atomic Energy Commission (LAEC), National Council for Scientific Research (CNRS), Airport Road, P.O. Box 11-8281 Beirut, Lebanon","Rafic Hariri University Campus, Lebanese University, Beirut 6573, Lebanon"],"raw_orcid":"https://orcid.org/0000-0001-6703-940X","affiliations":[{"raw_affiliation_string":"David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Lebanese Atomic Energy Commission (LAEC), National Council for Scientific Research (CNRS), Airport Road, P.O. Box 11-8281 Beirut, Lebanon","institution_ids":["https://openalex.org/I4210097719"]},{"raw_affiliation_string":"Rafic Hariri University Campus, Lebanese University, Beirut 6573, Lebanon","institution_ids":["https://openalex.org/I160368002","https://openalex.org/I4210106106"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029118763","display_name":"B\u00e9atrice Finance","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Beatrice Finance","raw_affiliation_strings":["David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034427778","display_name":"Y\u00e9hia Taher","orcid":"https://orcid.org/0000-0002-8706-8889","observed_orcids":["https://orcid.org/0000-0002-8706-8889"]},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yehia Taher","raw_affiliation_strings":["David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"David Laboratory, PARIS-SACLAY University, 45 Avenue des Etats-Unis, 78035 Versailles, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033859204","display_name":"Ali H. Jaber","orcid":"https://orcid.org/0000-0002-6976-133X","observed_orcids":["https://orcid.org/0000-0002-6976-133X"]},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]},{"id":"https://openalex.org/I4210106106","display_name":"Rafik Hariri University","ror":"https://ror.org/00x1fdr51","country_code":"LB","type":"education","lineage":["https://openalex.org/I4210106106"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Ali Jaber","raw_affiliation_strings":["Rafic Hariri University Campus, Lebanese University, Beirut 6573, Lebanon"],"raw_orcid":"https://orcid.org/0000-0002-6976-133X","affiliations":[{"raw_affiliation_string":"Rafic Hariri University Campus, Lebanese University, Beirut 6573, Lebanon","institution_ids":["https://openalex.org/I160368002","https://openalex.org/I4210106106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033513106","display_name":"Roger Luff","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210137840","display_name":"Federal Office for Radiation Protection","ror":"https://ror.org/02yvd4j36","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210137840"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roger Luff","raw_affiliation_strings":["Federal Office for Radiation Protection (BfS), D-24768 Rendsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Office for Radiation Protection (BfS), D-24768 Rendsburg, Germany","institution_ids":["https://openalex.org/I4210137840"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030740900"],"corresponding_institution_ids":["https://openalex.org/I160368002","https://openalex.org/I277688954","https://openalex.org/I4210097719","https://openalex.org/I4210106106"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.008299999870359898,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.006099999882280827,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/time-series-clustering","display_name":"time series clustering","score":0.8889999985694885},{"id":"https://openalex.org/keywords/gamma-dose-rate","display_name":"gamma dose rate","score":0.847000002861023},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.6890000104904175},{"id":"https://openalex.org/keywords/unlabeled-data","display_name":"unlabeled data","score":0.7179999947547913},{"id":"https://openalex.org/keywords/online-classification","display_name":"online classification","score":0.8169999718666077}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8555350303649902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685274600982666},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6430844068527222},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5229024291038513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4983067512512207},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.47310590744018555},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46805495023727417},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44186773896217346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42440569400787354},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.41966840624809265},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/engproc2022018024","doi":"https://doi.org/10.3390/engproc2022018024","is_oa":true,"landing_page_url":"https://doi.org/10.3390/engproc2022018024","pdf_url":"https://www.mdpi.com/2673-4591/18/1/24/pdf?version=1655892824","source":{"id":"https://openalex.org/S7407088652","display_name":"International Conference on Time Series and Forecasting (ITISE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 8th International Conference on Time Series and Forecasting","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04122422v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-04122422","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 8th International Conference on Time Series and Forecasting, Jun 2022, Gran Canaria, Spain, France. pp.24, &#x27E8;10.3390/engproc2022018024&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.3390/engproc2022018024","doi":"https://doi.org/10.3390/engproc2022018024","is_oa":true,"landing_page_url":"https://doi.org/10.3390/engproc2022018024","pdf_url":"https://www.mdpi.com/2673-4591/18/1/24/pdf?version=1655892824","source":{"id":"https://openalex.org/S7407088652","display_name":"International Conference on Time Series and Forecasting (ITISE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 8th International Conference on Time Series and Forecasting","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320323936","display_name":"Bundesamt f\u00fcr Strahlenschutz","ror":"https://ror.org/02yvd4j36"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283333331.pdf","grobid_xml":"https://content.openalex.org/works/W4283333331.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W87092222","https://openalex.org/W1493454437","https://openalex.org/W1867631647","https://openalex.org/W1894414046","https://openalex.org/W1993545513","https://openalex.org/W2037402401","https://openalex.org/W2084616221","https://openalex.org/W2097747115","https://openalex.org/W2113345481","https://openalex.org/W2113754644","https://openalex.org/W2127218421","https://openalex.org/W2151748186","https://openalex.org/W2159775472","https://openalex.org/W2895677925","https://openalex.org/W2937609893","https://openalex.org/W2968843500","https://openalex.org/W3048343141"],"related_works":["https://openalex.org/W4283328591","https://openalex.org/W2899385919","https://openalex.org/W4400586407","https://openalex.org/W2152492868","https://openalex.org/W2588204858","https://openalex.org/W3146782068","https://openalex.org/W7132581065","https://openalex.org/W1518105802","https://openalex.org/W7126245767","https://openalex.org/W3102655019"],"abstract_inverted_index":{"In":[0],"this":[1,79,90],"paper,":[2],"we":[3,63,92],"proposed":[4],"an":[5],"unsupervised":[6],"machine-learning-based":[7],"framework":[8],"to":[9,77,84,95],"automate":[10],"the":[11,21,29,37,44,60,66],"process":[12],"of":[13,47,104],"extracting":[14],"suspicious":[15],"gamma":[16,100],"dose":[17,101],"rate":[18,102],"incidents":[19,103],"from":[20],"real":[22],"unlabeled":[23,49],"raw":[24],"historical":[25],"data":[26,52],"measured":[27],"in":[28],"German":[30],"Radiation":[31],"Early":[32],"Warning":[33],"Network":[34],"and":[35,56,107],"identify":[36],"underlying":[38],"events":[39],"behind":[40],"each.":[41],"This":[42,81],"raised":[43],"research":[45],"problem":[46],"clustering":[48,72],"time":[50,70],"series":[51,71],"with":[53],"varying":[54,105],"lengths":[55,106],"scales.":[57,108],"Based":[58],"on":[59],"many":[61],"evaluations,":[62],"demonstrated":[64],"that":[65],"state-of-the-art\u2019s":[67],"most":[68],"popular":[69],"models":[73],"were":[74,93],"not":[75],"suitable":[76],"perform":[78,96],"task.":[80],"motivated":[82],"us":[83],"introduce":[85],"our":[86],"own":[87],"approach.":[88],"Through":[89],"approach":[91],"able":[94],"online":[97],"classification":[98],"for":[99]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-06-24T00:00:00"}
