{"id":"https://openalex.org/W53053957","doi":"https://doi.org/10.1007/978-3-319-12069-0_2","title":"Computationally Efficient Rule-Based Classification for Continuous Streaming Data","display_name":"Computationally Efficient Rule-Based Classification for Continuous Streaming Data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W53053957","doi":"https://doi.org/10.1007/978-3-319-12069-0_2","mag":"53053957"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-12069-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-12069-0_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXXI","raw_type":"book-chapter"},"type":"book-chapter","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/A5034331422","display_name":"Thien Le","orcid":"https://orcid.org/0000-0002-0111-7273"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thien Le","raw_affiliation_strings":["School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK"],"affiliations":[{"raw_affiliation_string":"School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085158698","display_name":"Frederic Stahl","orcid":"https://orcid.org/0000-0002-4860-0203"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frederic Stahl","raw_affiliation_strings":["School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK"],"affiliations":[{"raw_affiliation_string":"School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087516651","display_name":"Jo\u00e3o B\u00e1rtolo Gomes","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o B\u00e1rtolo Gomes","raw_affiliation_strings":["Institute for Infocomm Research (I2R), A*STAR 1 Fusionopolis Way Connexis, Singapore, 138632, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), A*STAR 1 Fusionopolis Way Connexis, Singapore, 138632, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016157034","display_name":"Mohamed Medhat Gaber","orcid":"https://orcid.org/0000-0003-0339-4474"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohamed Medhat Gaber","raw_affiliation_strings":["School of Computing Science and Digital Media, Robert Gordon University, Riverside East, Garthdee Road, Aberdeen, AB10 7GJ, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing Science and Digital Media, Robert Gordon University, Riverside East, Garthdee Road, Aberdeen, AB10 7GJ, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007549483","display_name":"Giuseppe Di Fatta","orcid":"https://orcid.org/0000-0003-3096-2844"},"institutions":[{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giuseppe Di Fatta","raw_affiliation_strings":["School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK"],"affiliations":[{"raw_affiliation_string":"School of Systems Engineering, University of Reading, Whiteknights, PO Box 225, Reading, RG6 6AY, UK","institution_ids":["https://openalex.org/I71052956"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034331422"],"corresponding_institution_ids":["https://openalex.org/I71052956"],"apc_list":null,"apc_paid":null,"fwci":3.6178,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93189919,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T12761","display_name":"Data Stream Mining Techniques","score":1.0,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9757000207901001,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9502000212669373,"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/computer-science","display_name":"Computer science","score":0.7965092658996582},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.7807813882827759},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.7383174896240234},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.6896657347679138},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6704085469245911},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.6371840238571167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6311597228050232},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6200387477874756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45548170804977417},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44333115220069885},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4123868942260742}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965092658996582},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.7807813882827759},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.7383174896240234},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.6896657347679138},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6704085469245911},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6371840238571167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6311597228050232},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6200387477874756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45548170804977417},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44333115220069885},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4123868942260742},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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:10.1007/978-3-319-12069-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-12069-0_2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Research and Development in Intelligent Systems XXXI","raw_type":"book-chapter"},{"id":"pmh:oai:centaur.reading.ac.uk:38836","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402273","display_name":"CentAUR (University of Reading)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71052956","host_organization_name":"University of Reading","host_organization_lineage":["https://openalex.org/I71052956"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W105155515","https://openalex.org/W1569365658","https://openalex.org/W1570448133","https://openalex.org/W1978515644","https://openalex.org/W1990079212","https://openalex.org/W2001474264","https://openalex.org/W2009727399","https://openalex.org/W2016159616","https://openalex.org/W2068714596","https://openalex.org/W2072880895","https://openalex.org/W2099302642","https://openalex.org/W2119939946","https://openalex.org/W2134775463","https://openalex.org/W2135335717","https://openalex.org/W2140190241","https://openalex.org/W2152092684","https://openalex.org/W2163244517","https://openalex.org/W2215569344","https://openalex.org/W2290616839","https://openalex.org/W2484988137","https://openalex.org/W2966207845","https://openalex.org/W3139625059","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4281572076","https://openalex.org/W4307392573","https://openalex.org/W2802243998","https://openalex.org/W2469699777","https://openalex.org/W2736127210","https://openalex.org/W4389449520","https://openalex.org/W2060628068","https://openalex.org/W3208495060","https://openalex.org/W2277307313","https://openalex.org/W2235038291"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}