{"id":"https://openalex.org/W3176378653","doi":"https://doi.org/10.1007/s41060-021-00256-2","title":"Biased resampling strategies for imbalanced spatio-temporal forecasting","display_name":"Biased resampling strategies for imbalanced spatio-temporal forecasting","publication_year":2021,"publication_date":"2021-06-21","ids":{"openalex":"https://openalex.org/W3176378653","doi":"https://doi.org/10.1007/s41060-021-00256-2","mag":"3176378653"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-021-00256-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-021-00256-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039656938","display_name":"Mariana Oliveira","orcid":"https://orcid.org/0000-0001-9708-1123"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Mariana Oliveira","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9708-1123","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047689411","display_name":"Nuno Moniz","orcid":"https://orcid.org/0000-0003-4322-1076"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno Moniz","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080727549","display_name":"Lu\u0131\u0301s Torgo","orcid":"https://orcid.org/0000-0002-6892-8871"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Torgo","raw_affiliation_strings":["Faculty of Computer Science, Dalhousie University, Halifax, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Dalhousie University, Halifax, Canada","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059093687","display_name":"V\u0131\u0301tor Santos Costa","orcid":"https://orcid.org/0000-0002-3344-8237"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"V\u00edtor Santos Costa","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"INESC TEC - Institute for Systems and Computer Engineering, Technology and Science, Porto, Portugal","institution_ids":["https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039656938"],"corresponding_institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210166615"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.9103,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.79552598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"3","first_page":"205","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9934999942779541,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.9161925315856934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7040651440620422},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5949675440788269},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5431624054908752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5337997674942017},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.48523449897766113},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47371500730514526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4647597074508667}],"concepts":[{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.9161925315856934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7040651440620422},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5949675440788269},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5431624054908752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5337997674942017},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.48523449897766113},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47371500730514526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4647597074508667},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"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":1,"locations":[{"id":"doi:10.1007/s41060-021-00256-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-021-00256-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W37843706","https://openalex.org/W61937423","https://openalex.org/W70001371","https://openalex.org/W167016754","https://openalex.org/W238104836","https://openalex.org/W419500785","https://openalex.org/W1539593569","https://openalex.org/W1561774098","https://openalex.org/W1565746575","https://openalex.org/W1588282782","https://openalex.org/W1832367887","https://openalex.org/W1971402834","https://openalex.org/W1976526581","https://openalex.org/W2015452969","https://openalex.org/W2022775778","https://openalex.org/W2023639956","https://openalex.org/W2025769637","https://openalex.org/W2070808135","https://openalex.org/W2071932996","https://openalex.org/W2086610967","https://openalex.org/W2094529927","https://openalex.org/W2097818721","https://openalex.org/W2099087188","https://openalex.org/W2106479238","https://openalex.org/W2125999269","https://openalex.org/W2126996952","https://openalex.org/W2134305330","https://openalex.org/W2148143831","https://openalex.org/W2157395790","https://openalex.org/W2171824022","https://openalex.org/W2409717747","https://openalex.org/W2471991522","https://openalex.org/W2490420619","https://openalex.org/W2508380041","https://openalex.org/W2510312579","https://openalex.org/W2560136348","https://openalex.org/W2576614005","https://openalex.org/W2589114814","https://openalex.org/W2616207277","https://openalex.org/W2757552570","https://openalex.org/W2771598990","https://openalex.org/W2782589782","https://openalex.org/W2794284069","https://openalex.org/W2797928606","https://openalex.org/W2802643674","https://openalex.org/W2908465383","https://openalex.org/W2909915997","https://openalex.org/W2913403310","https://openalex.org/W3000993319","https://openalex.org/W3083510345","https://openalex.org/W3099802519","https://openalex.org/W3102027041","https://openalex.org/W4253941562"],"related_works":["https://openalex.org/W2052515325","https://openalex.org/W2050948537","https://openalex.org/W2767646790","https://openalex.org/W2352041579","https://openalex.org/W1488006380","https://openalex.org/W2138381686","https://openalex.org/W1998176685","https://openalex.org/W2141585124","https://openalex.org/W2032175896","https://openalex.org/W3008199583"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}