{"id":"https://openalex.org/W88657458","doi":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","title":"Online Learning in Reproducing Kernel Hilbert Spaces","display_name":"Online Learning in Reproducing Kernel Hilbert Spaces","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W88657458","doi":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","mag":"88657458"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-396502-8.00017-6","doi":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764984623","display_name":"Academic press library in signal processing","issn_l":"2351-9819","issn":["2351-9819","2351-9827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Academic Press Library in Signal Processing","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4247712035","display_name":"Academic Press Library in Signal Processing: Volume 1 - Signal Processing Theory and Machine Learning"},"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/A5042922973","display_name":"Konstantinos Slavakis","orcid":"https://orcid.org/0000-0002-3370-3154","observed_orcids":["https://orcid.org/0000-0002-3370-3154"]},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Slavakis","raw_affiliation_strings":["University of Peloponnese, Department of Telecommunications Science and Technology, Karaiskaki St., Tripolis 22100, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Peloponnese, Department of Telecommunications Science and Technology, Karaiskaki St., Tripolis 22100, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061722586","display_name":"Pantelis Bouboulis","orcid":"https://orcid.org/0000-0001-5169-0273","observed_orcids":["https://orcid.org/0000-0001-5169-0273"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Pantelis Bouboulis","raw_affiliation_strings":["University of Athens, Department of Informatics and Telecommunications, Ilissia, Athens 15784, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Athens, Department of Informatics and Telecommunications, Ilissia, Athens 15784, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085953846","display_name":"Sergios Theodoridis","orcid":"https://orcid.org/0000-0001-5040-161X","observed_orcids":["https://orcid.org/0000-0001-5040-161X"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sergios Theodoridis","raw_affiliation_strings":["University of Athens, Department of Informatics and Telecommunications, Ilissia, Athens 15784, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Athens, Department of Informatics and Telecommunications, Ilissia, Athens 15784, Greece","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":20.3932,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.9977447,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"987"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.44020000100135803,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.44020000100135803,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.2782999873161316,"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/T12676","display_name":"Machine Learning and ELM","score":0.12600000202655792,"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/e-learning","display_name":"online learning","score":0.9670000076293945},{"id":"https://openalex.org/keywords/reproducing-kernel-hilbert-space","display_name":"reproducing kernel Hilbert space","score":0.9980000257492065},{"id":"https://openalex.org/keywords/adaptive-signal-processing","display_name":"adaptive signal processing","score":0.781000018119812},{"id":"https://openalex.org/keywords/parametric-learning","display_name":"parametric learning","score":0.7590000033378601},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"pattern recognition","score":0.6349999904632568},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"regression analysis","score":0.656000018119812},{"id":"https://openalex.org/keywords/kernel-methods","display_name":"kernel methods","score":0.5289999842643738},{"id":"https://openalex.org/keywords/large-scale-data","display_name":"large-scale data","score":0.5040000081062317},{"id":"https://openalex.org/keywords/nonlinear-signal-processing","display_name":"nonlinear signal processing","score":0.5720000267028809},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"information retrieval","score":0.4830000102519989},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"bioinformatics","score":0.9670000076293945},{"id":"https://openalex.org/keywords/lms-algorithm","display_name":"LMS algorithm","score":0.4950000047683716},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.9760000109672546},{"id":"https://openalex.org/keywords/system-identification","display_name":"system identification","score":0.46799999475479126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7531753182411194},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4928007423877716},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.47253918647766113},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4376559257507324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.435813844203949},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43121016025543213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4263274371623993},{"id":"https://openalex.org/C2777611551","wikidata":"https://www.wikidata.org/wiki/Q17951","display_name":"Jargon","level":2,"score":0.42050570249557495},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3491646647453308},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.22960606217384338},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-12-396502-8.00017-6","doi":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-396502-8.00017-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764984623","display_name":"Academic press library in signal processing","issn_l":"2351-9819","issn":["2351-9819","2351-9827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Academic Press Library in Signal Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":138,"referenced_works":["https://openalex.org/W26557874","https://openalex.org/W205960364","https://openalex.org/W333484335","https://openalex.org/W640287473","https://openalex.org/W1492221128","https://openalex.org/W1493250972","https://openalex.org/W1496317909","https://openalex.org/W1507925093","https://openalex.org/W1510073064","https://openalex.org/W1526146785","https://openalex.org/W1534416612","https://openalex.org/W1535810436","https://openalex.org/W1538882755","https://openalex.org/W1544576535","https://openalex.org/W1547069917","https://openalex.org/W1554944419","https://openalex.org/W1556760457","https://openalex.org/W1557324374","https://openalex.org/W1560724230","https://openalex.org/W1565627164","https://openalex.org/W1583497301","https://openalex.org/W1596717185","https://openalex.org/W1659147745","https://openalex.org/W1663973292","https://openalex.org/W1819447595","https://openalex.org/W1946620893","https://openalex.org/W1963785789","https://openalex.org/W1968444040","https://openalex.org/W1973855420","https://openalex.org/W1978996791","https://openalex.org/W1982175152","https://openalex.org/W1983989471","https://openalex.org/W1985032789","https://openalex.org/W1986280275","https://openalex.org/W1989888201","https://openalex.org/W1994679038","https://openalex.org/W1999542175","https://openalex.org/W1999560548","https://openalex.org/W2003372231","https://openalex.org/W2005778669","https://openalex.org/W2006262045","https://openalex.org/W2013243898","https://openalex.org/W2014158063","https://openalex.org/W2015904350","https://openalex.org/W2018980815","https://openalex.org/W2019794334","https://openalex.org/W2031080028","https://openalex.org/W2034358398","https://openalex.org/W2040006905","https://openalex.org/W2040870580","https://openalex.org/W2041848269","https://openalex.org/W2045554006","https://openalex.org/W2047343199","https://openalex.org/W2051061665","https://openalex.org/W2051933044","https://openalex.org/W2052389946","https://openalex.org/W2059571389","https://openalex.org/W2061657011","https://openalex.org/W2065234731","https://openalex.org/W2067489830","https://openalex.org/W2068400585","https://openalex.org/W2069017697","https://openalex.org/W2071820974","https://openalex.org/W2077723394","https://openalex.org/W2087347434","https://openalex.org/W2098369756","https://openalex.org/W2098454198","https://openalex.org/W2102486516","https://openalex.org/W2106154586","https://openalex.org/W2106475273","https://openalex.org/W2108203280","https://openalex.org/W2111052925","https://openalex.org/W2111395440","https://openalex.org/W2115908389","https://openalex.org/W2117012462","https://openalex.org/W2117574887","https://openalex.org/W2118009585","https://openalex.org/W2119667497","https://openalex.org/W2120985577","https://openalex.org/W2122021878","https://openalex.org/W2124348301","https://openalex.org/W2125993116","https://openalex.org/W2130469840","https://openalex.org/W2133183496","https://openalex.org/W2135106139","https://openalex.org/W2135352190","https://openalex.org/W2136351519","https://openalex.org/W2139320579","https://openalex.org/W2139432235","https://openalex.org/W2139996618","https://openalex.org/W2142280715","https://openalex.org/W2144174236","https://openalex.org/W2146502635","https://openalex.org/W2150621701","https://openalex.org/W2153290280","https://openalex.org/W2153966940","https://openalex.org/W2154558852","https://openalex.org/W2156909104","https://openalex.org/W2160218441","https://openalex.org/W2163223411","https://openalex.org/W2164301055","https://openalex.org/W2166407369","https://openalex.org/W2167932108","https://openalex.org/W2169818402","https://openalex.org/W2170466086","https://openalex.org/W2171033594","https://openalex.org/W2171604352","https://openalex.org/W2209224425","https://openalex.org/W2276840628","https://openalex.org/W2294288691","https://openalex.org/W2315512191","https://openalex.org/W2315925303","https://openalex.org/W2400460575","https://openalex.org/W2476841360","https://openalex.org/W2481926318","https://openalex.org/W2604799680","https://openalex.org/W2605467427","https://openalex.org/W2610805269","https://openalex.org/W2610857016","https://openalex.org/W2764386120","https://openalex.org/W2765202580","https://openalex.org/W2797325582","https://openalex.org/W2963338986","https://openalex.org/W2978329087","https://openalex.org/W3009009611","https://openalex.org/W3012264151","https://openalex.org/W3143835353","https://openalex.org/W4212819559","https://openalex.org/W4214650395","https://openalex.org/W4229650096","https://openalex.org/W4230674625","https://openalex.org/W4243330440","https://openalex.org/W4243539849","https://openalex.org/W4292022450","https://openalex.org/W4300713481","https://openalex.org/W4301903054","https://openalex.org/W6601084345","https://openalex.org/W6681915100"],"related_works":["https://openalex.org/W1819447595","https://openalex.org/W2767006387","https://openalex.org/W7100396976","https://openalex.org/W2566541337","https://openalex.org/W6990112607","https://openalex.org/W7096597521","https://openalex.org/W1093120077","https://openalex.org/W7098984247","https://openalex.org/W4309818198","https://openalex.org/W1971178719"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}