{"id":"https://openalex.org/W1528523035","doi":"https://doi.org/10.1007/978-3-540-74827-4_53","title":"Adaptive Mechanisms for Classification Problems with Drifting Data","display_name":"Adaptive Mechanisms for Classification Problems with Drifting Data","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1528523035","doi":"https://doi.org/10.1007/978-3-540-74827-4_53","mag":"1528523035"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74827-4_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74827-4_53","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":"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/A5010553322","display_name":"Zoheir Sahel","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zoheir Sahel","raw_affiliation_strings":["School of Design, Engineering and Computing, Bournemouth University, UK","School of Design, Engineering and Computing , Bournemouth University , UK"],"affiliations":[{"raw_affiliation_string":"School of Design, Engineering and Computing, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"School of Design, Engineering and Computing , Bournemouth University , UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063662012","display_name":"Abdelhamid Bouchachia","orcid":"https://orcid.org/0000-0002-1980-5517"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Abdelhamid Bouchachia","raw_affiliation_strings":["Dept. of Informatics, University of Klagenfurt, Austria"],"affiliations":[{"raw_affiliation_string":"Dept. of Informatics, University of Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083181106","display_name":"Bogdan Gabry\u015b","orcid":"https://orcid.org/0000-0002-0790-2846"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bogdan Gabrys","raw_affiliation_strings":["School of Design, Engineering and Computing, Bournemouth University, UK","School of Design, Engineering and Computing , Bournemouth University , UK"],"affiliations":[{"raw_affiliation_string":"School of Design, Engineering and Computing, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"School of Design, Engineering and Computing , Bournemouth University , UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082288761","display_name":"Paul Rogers","orcid":"https://orcid.org/0000-0001-8462-0562"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul Rogers","raw_affiliation_strings":["School of Design, Engineering and Computing, Bournemouth University, UK","School of Design, Engineering and Computing , Bournemouth University , UK"],"affiliations":[{"raw_affiliation_string":"School of Design, Engineering and Computing, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"School of Design, Engineering and Computing , Bournemouth University , UK","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010553322"],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.374,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.82675612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9904999732971191,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9846000075340271,"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":0.8899072408676147},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.7807901501655579},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5946914553642273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5785039663314819},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5699540972709656},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5042568445205688},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5010042190551758},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.45668259263038635},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.43986061215400696},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.428791344165802},{"id":"https://openalex.org/keywords/concept-drift","display_name":"Concept drift","score":0.4182431995868683},{"id":"https://openalex.org/keywords/incremental-learning","display_name":"Incremental learning","score":0.414840966463089},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3924875855445862},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.21540120244026184},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13935258984565735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8899072408676147},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.7807901501655579},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5946914553642273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5785039663314819},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5699540972709656},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5042568445205688},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5010042190551758},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.45668259263038635},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.43986061215400696},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.428791344165802},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.4182431995868683},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.414840966463089},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3924875855445862},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.21540120244026184},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13935258984565735},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74827-4_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74827-4_53","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1604115992","https://openalex.org/W1977544285","https://openalex.org/W1981777694","https://openalex.org/W1996773027","https://openalex.org/W2012611887","https://openalex.org/W2020758649","https://openalex.org/W2022775778","https://openalex.org/W2034692175","https://openalex.org/W2047449506","https://openalex.org/W2084812512","https://openalex.org/W2098981346","https://openalex.org/W2129021863","https://openalex.org/W2138754805","https://openalex.org/W2143386621","https://openalex.org/W2146257637","https://openalex.org/W2164620221","https://openalex.org/W2169536072"],"related_works":["https://openalex.org/W4320008530","https://openalex.org/W2740428142","https://openalex.org/W3091433184","https://openalex.org/W4390482170","https://openalex.org/W4281623741","https://openalex.org/W4303857004","https://openalex.org/W2026660007","https://openalex.org/W4239323784","https://openalex.org/W2117528262","https://openalex.org/W3174499835"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
