{"id":"https://openalex.org/W1563247097","doi":"https://doi.org/10.1007/3-540-44668-0_46","title":"Incremental Support Vector Machine Learning: A Local Approach","display_name":"Incremental Support Vector Machine Learning: A Local Approach","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W1563247097","doi":"https://doi.org/10.1007/3-540-44668-0_46","mag":"1563247097"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-44668-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-44668-0_46","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/A5018614433","display_name":"Liva Ralaivola","orcid":"https://orcid.org/0000-0002-4571-1119"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Liva Ralaivola","raw_affiliation_strings":["Laboratoire d\u2019Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","Laboratoire d'Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066766964","display_name":"Florence d\u2019Alch\u00e9\u2013Buc","orcid":"https://orcid.org/0000-0002-8353-0589"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florence d\u2019Alch\u00e9-Buc","raw_affiliation_strings":["Laboratoire d\u2019Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","Laboratoire d'Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Paris 6, Universit\u00e9 Pierre et Marie Curie, 8, rue du Capitaine Scott, F-75015, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.8015,"has_fulltext":false,"cited_by_count":105,"citation_normalized_percentile":{"value":0.94154649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"322","last_page":"330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9959999918937683,"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/T12676","display_name":"Machine Learning and ELM","score":0.9959999918937683,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9925000071525574,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9919999837875366,"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":0.8028417825698853},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6704521179199219},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6522701382637024},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5689491629600525},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5626970529556274},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5490966439247131},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5295632481575012},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.5066724419593811},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.49282410740852356},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.48281773924827576},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4321141839027405},{"id":"https://openalex.org/keywords/neighbourhood","display_name":"Neighbourhood (mathematics)","score":0.42535650730133057},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41460996866226196},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.3621947169303894},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2035834789276123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13609102368354797}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8028417825698853},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6704521179199219},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6522701382637024},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5689491629600525},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5626970529556274},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5490966439247131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5295632481575012},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.5066724419593811},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.49282410740852356},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48281773924827576},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4321141839027405},{"id":"https://openalex.org/C161677786","wikidata":"https://www.wikidata.org/wiki/Q2478475","display_name":"Neighbourhood (mathematics)","level":2,"score":0.42535650730133057},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41460996866226196},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.3621947169303894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2035834789276123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13609102368354797},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":3,"locations":[{"id":"doi:10.1007/3-540-44668-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-44668-0_46","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.18.8060","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.18.8060","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www-poleia.lip6.fr/~ralaivo/files/icann01.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-01571815v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01571815","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":"ICANN'01 - International Conference on Artificial Neural Networks, Aug 2001, Vienna, Austria. pp.322-330, ⟨10.1007/3-540-44668-0_46⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1496612019","https://openalex.org/W1539150806","https://openalex.org/W1540007258","https://openalex.org/W1563088657","https://openalex.org/W1574862351","https://openalex.org/W1604938182","https://openalex.org/W1611903889","https://openalex.org/W1761010383","https://openalex.org/W1907380269","https://openalex.org/W2056763477","https://openalex.org/W2078382802","https://openalex.org/W2089933214","https://openalex.org/W2108807072","https://openalex.org/W2119821739","https://openalex.org/W2132641846","https://openalex.org/W2138745909","https://openalex.org/W2139212933","https://openalex.org/W2148603752","https://openalex.org/W2156909104","https://openalex.org/W2164641162","https://openalex.org/W3193477162","https://openalex.org/W6821113053","https://openalex.org/W6989699103"],"related_works":["https://openalex.org/W127070535","https://openalex.org/W2140869420","https://openalex.org/W2019243908","https://openalex.org/W2805008028","https://openalex.org/W2357150443","https://openalex.org/W1519806901","https://openalex.org/W1603091392","https://openalex.org/W2348982811","https://openalex.org/W2152497556","https://openalex.org/W1584947872"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}