{"id":"https://openalex.org/W2889618494","doi":"https://doi.org/10.1016/j.patcog.2018.09.001","title":"Unsupervised online clustering and detection algorithms using crowdsourced data for malaria diagnosis","display_name":"Unsupervised online clustering and detection algorithms using crowdsourced data for malaria diagnosis","publication_year":2018,"publication_date":"2018-09-14","ids":{"openalex":"https://openalex.org/W2889618494","doi":"https://doi.org/10.1016/j.patcog.2018.09.001","mag":"2889618494"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2018.09.001","doi":"https://doi.org/10.1016/j.patcog.2018.09.001","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2018.09.001","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/124243","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066117443","display_name":"Alba Pag\u00e9s-Zamora","orcid":"https://orcid.org/0000-0002-7087-7014","observed_orcids":["https://orcid.org/0000-0002-7087-7014"]},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alba Pag\u00e8s-Zamora","raw_affiliation_strings":["SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089342464","display_name":"Margarita Cabrera\u2010Bean","orcid":"https://orcid.org/0000-0001-9058-3825","observed_orcids":["https://orcid.org/0000-0001-9058-3825"]},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Margarita Cabrera-Bean","raw_affiliation_strings":["SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000618790","display_name":"Carles D\u00edaz-Vilor","orcid":"https://orcid.org/0000-0002-7423-0357","observed_orcids":["https://orcid.org/0000-0002-7423-0357"]},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles D\u00edaz-Vilor","raw_affiliation_strings":["SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SPCOM Group, Universitat Polit\u00e8cnica de Catalunya - BarcelonaTech (UPC), C/Jordi Girona 31, Barcelona 08034, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066117443"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":0.6177,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71119213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"86","issue":null,"first_page":"209","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.5092999935150146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.5092999935150146,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.22300000488758087,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.06800000369548798,"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/crowdsourced-data","display_name":"crowdsourced data","score":0.7200000286102295},{"id":"https://openalex.org/keywords/malaria-diagnosis","display_name":"malaria diagnosis","score":0.8840000033378601},{"id":"https://openalex.org/keywords/image-annotation","display_name":"image annotation","score":0.44999998807907104},{"id":"https://openalex.org/keywords/annotation-reliability","display_name":"annotation reliability","score":0.39399999380111694},{"id":"https://openalex.org/keywords/unsupervised-clustering","display_name":"unsupervised clustering","score":0.7950000166893005},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7049999833106995},{"id":"https://openalex.org/keywords/expectation-maximization-algorithm","display_name":"expectation-maximization algorithm","score":0.8389999866485596},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.7990000247955322},{"id":"https://openalex.org/keywords/data-streams","display_name":"data streams","score":0.9350000023841858},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8628650307655334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820597767829895},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7845067977905273},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6241693496704102},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5114949941635132},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.49463579058647156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48052582144737244},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4761219620704651},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46692392230033875},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.23059892654418945},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07042419910430908},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.patcog.2018.09.001","doi":"https://doi.org/10.1016/j.patcog.2018.09.001","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2018.09.001","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},{"id":"pmh:oai:dnet:upcommonspor::4bb70a7f02761f8b5f596dfce0a59088","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/124243","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:upcommons.upc.edu:2117/124243","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/124243","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:recercat.cat:2072/336109","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/124243","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dnet:upcommonspor::4bb70a7f02761f8b5f596dfce0a59088","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/124243","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6299999952316284}],"study_designs":[],"awards":[{"id":"https://openalex.org/G423811465","display_name":null,"funder_award_id":"TEC2016-77148-C2-1-R, TEC2016-75067-C4-2-R, TEC2015-69648-REDC","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W9014458","https://openalex.org/W567643054","https://openalex.org/W1579271636","https://openalex.org/W1686266550","https://openalex.org/W2012109890","https://openalex.org/W2015245929","https://openalex.org/W2032227337","https://openalex.org/W2049633694","https://openalex.org/W2090253820","https://openalex.org/W2101798695","https://openalex.org/W2102535885","https://openalex.org/W2118292158","https://openalex.org/W2134305421","https://openalex.org/W2150593711","https://openalex.org/W2152842394","https://openalex.org/W2154070811","https://openalex.org/W2157010107","https://openalex.org/W2298934765","https://openalex.org/W2496667922","https://openalex.org/W2534736489","https://openalex.org/W2697897107","https://openalex.org/W2754796002","https://openalex.org/W2755419150","https://openalex.org/W2772069281","https://openalex.org/W2799061466","https://openalex.org/W3146116728","https://openalex.org/W3186742786","https://openalex.org/W4248880341","https://openalex.org/W7048738093"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114","https://openalex.org/W4286908577"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}