{"id":"https://openalex.org/W2181848425","doi":"https://doi.org/10.3233/ica-150505","title":"Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning","display_name":"Fast and low cost prediction of extreme air pollution values with hybrid unsupervised learning","publication_year":2016,"publication_date":"2016-03-07","ids":{"openalex":"https://openalex.org/W2181848425","doi":"https://doi.org/10.3233/ica-150505","mag":"2181848425"},"language":"en","primary_location":{"id":"doi:10.3233/ica-150505","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-150505","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","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/A5055594018","display_name":"Ilias Bougoudis","orcid":"https://orcid.org/0000-0002-1601-5624"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ilias Bougoudis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064140827","display_name":"Konstantinos Demertzis","orcid":"https://orcid.org/0000-0003-1330-5228"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Demertzis","raw_affiliation_strings":["DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)"],"affiliations":[{"raw_affiliation_string":"DUTH - Democritus University of Thrace (V. Sofias 12, Prokat, Building A1 67100 Xanthi Greece - Greece)","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013635993","display_name":"Lazaros Iliadis","orcid":"https://orcid.org/0000-0002-6404-1528"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lazaros Iliadis","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055594018"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8836,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94730964,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"115","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9283000230789185,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6924265027046204},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6017434597015381},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5390322804450989},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5253207683563232},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.4381166994571686},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3847119212150574},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36171215772628784},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.349884957075119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33542782068252563},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.327702134847641},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16690456867218018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6924265027046204},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6017434597015381},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5390322804450989},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5253207683563232},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.4381166994571686},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3847119212150574},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36171215772628784},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.349884957075119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33542782068252563},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.327702134847641},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16690456867218018},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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:10.3233/ica-150505","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-150505","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02155880v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02155880","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Integrated Computer-Aided Engineering, 2016, 23 (2), pp.115-127. ⟨10.3233/ICA-150505⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2901323846","https://openalex.org/W1541367660","https://openalex.org/W1544780035","https://openalex.org/W2335675771","https://openalex.org/W2000029124","https://openalex.org/W2010076726","https://openalex.org/W4252059530","https://openalex.org/W4220802547","https://openalex.org/W2784295370","https://openalex.org/W2130560878"],"abstract_inverted_index":{"Air":[0],"pollution":[1],"is":[2,17,26],"the":[3,13,29,37,40],"problem":[4],"of":[5,28,33,39],"adding":[6],"harmful":[7],"substances":[8],"or":[9,22],"other":[10],"agents":[11],"into":[12],"atmosphere":[14],"and":[15,36],"it":[16],"caused":[18],"by":[19],"industrial,":[20],"transport":[21],"household":[23],"activities.":[24],"It":[25],"one":[27],"most":[30],"serious":[31],"problems":[32],"our":[34],"times":[35],"determination":[38],"conditio":[41]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}