{"id":"https://openalex.org/W3201033037","doi":"https://doi.org/10.1007/978-3-030-86271-8_4","title":"A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection","display_name":"A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201033037","doi":"https://doi.org/10.1007/978-3-030-86271-8_4","mag":"3201033037"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86271-8_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5070368345","display_name":"Yan Zhong","orcid":"https://orcid.org/0000-0001-6344-3157"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Yan Zhong","raw_affiliation_strings":["University of Macau, Taipa, Macau SAR, China","University of Macau"],"raw_orcid":"https://orcid.org/0000-0001-6344-3157","affiliations":[{"raw_affiliation_string":"University of Macau, Taipa, Macau SAR, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"University of Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103148096","display_name":"Tengyue Li","orcid":"https://orcid.org/0000-0003-0241-6715"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Tengyue Li","raw_affiliation_strings":["University of Macau, Taipa, Macau SAR, China","University of Macau"],"raw_orcid":"https://orcid.org/0000-0003-0241-6715","affiliations":[{"raw_affiliation_string":"University of Macau, Taipa, Macau SAR, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"University of Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086422507","display_name":"Simon Fong","orcid":"https://orcid.org/0000-0002-1848-7246"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Simon Fong","raw_affiliation_strings":["University of Macau, Taipa, Macau SAR, China","University of Macau"],"raw_orcid":"https://orcid.org/0000-0002-1848-7246","affiliations":[{"raw_affiliation_string":"University of Macau, Taipa, Macau SAR, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"University of Macau","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069251760","display_name":"X. Li","orcid":"https://orcid.org/0000-0003-0643-3934"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xuqi Li","raw_affiliation_strings":["University of Edinburgh, Edinburgh, Scotland","University of Edinburgh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh, Edinburgh, Scotland","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025231703","display_name":"Antonio J. Tall\u00f3n\u2010Ballesteros","orcid":"https://orcid.org/0000-0002-9699-1894"},"institutions":[{"id":"https://openalex.org/I78880903","display_name":"Universidad de Huelva","ror":"https://ror.org/03a1kt624","country_code":"ES","type":"education","lineage":["https://openalex.org/I78880903"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio J. Tall\u00f3n-Ballesteros","raw_affiliation_strings":["University of Huelva, Huelva, Spain","University of Huelva"],"raw_orcid":"https://orcid.org/0000-0002-9699-1894","affiliations":[{"raw_affiliation_string":"University of Huelva, Huelva, Spain","institution_ids":["https://openalex.org/I78880903"]},{"raw_affiliation_string":"University of Huelva","institution_ids":["https://openalex.org/I78880903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005050397","display_name":"Sabah Mohammed","orcid":"https://orcid.org/0000-0002-7639-0696"},"institutions":[{"id":"https://openalex.org/I72541430","display_name":"Lakehead University","ror":"https://ror.org/023p7mg82","country_code":"CA","type":"education","lineage":["https://openalex.org/I72541430"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sabah Mohammed","raw_affiliation_strings":["Lakehead University, Thunder Bay, Canada","Lakehead University"],"raw_orcid":"https://orcid.org/0000-0002-7639-0696","affiliations":[{"raw_affiliation_string":"Lakehead University, Thunder Bay, Canada","institution_ids":["https://openalex.org/I72541430"]},{"raw_affiliation_string":"Lakehead University","institution_ids":["https://openalex.org/I72541430"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005050397","https://openalex.org/A5069251760","https://openalex.org/A5070368345","https://openalex.org/A5086422507","https://openalex.org/A5103148096"],"corresponding_institution_ids":["https://openalex.org/I204512498","https://openalex.org/I72541430","https://openalex.org/I98677209"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2931,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53223454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9962000250816345,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9962000250816345,"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/T12761","display_name":"Data Stream Mining 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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9812999963760376,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.845263659954071},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7243794798851013},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6844220161437988},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6800979375839233},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6543651819229126},{"id":"https://openalex.org/keywords/data-classification","display_name":"Data classification","score":0.47300487756729126},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4542858600616455},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.4533675014972687},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.450683057308197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35514432191848755},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3307335674762726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33024317026138306},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0649106502532959}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845263659954071},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7243794798851013},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6844220161437988},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6800979375839233},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6543651819229126},{"id":"https://openalex.org/C2780724565","wikidata":"https://www.wikidata.org/wiki/Q5227256","display_name":"Data classification","level":2,"score":0.47300487756729126},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4542858600616455},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.4533675014972687},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.450683057308197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35514432191848755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3307335674762726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33024317026138306},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0649106502532959},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86271-8_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86271-8_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W1625504505","https://openalex.org/W1972012147","https://openalex.org/W1992419399","https://openalex.org/W2008791363","https://openalex.org/W2035549557","https://openalex.org/W2103869494","https://openalex.org/W2105103777","https://openalex.org/W2119046642","https://openalex.org/W2125283600","https://openalex.org/W2127218421","https://openalex.org/W2153233077","https://openalex.org/W2186597707","https://openalex.org/W2287774888","https://openalex.org/W2296719434","https://openalex.org/W2593887237","https://openalex.org/W3150061209"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356","https://openalex.org/W2802243998","https://openalex.org/W1521014365"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
