{"id":"https://openalex.org/W2124995446","doi":"https://doi.org/10.1145/1390156.1390247","title":"The projectron","display_name":"The projectron","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2124995446","doi":"https://doi.org/10.1145/1390156.1390247","mag":"2124995446"},"language":"en","primary_location":{"id":"doi:10.1145/1390156.1390247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1390156.1390247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th international conference on Machine learning - ICML '08","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://publications.idiap.ch/index.php/publications/showcite/orabona:rr08-30","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044260265","display_name":"Francesco Orabona","orcid":"https://orcid.org/0000-0001-8523-6845"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Francesco Orabona","raw_affiliation_strings":["IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008847407","display_name":"Joseph Keshet","orcid":"https://orcid.org/0000-0003-2332-5783"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joseph Keshet","raw_affiliation_strings":["IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024757596","display_name":"Barbara Caputo","orcid":"https://orcid.org/0000-0001-7169-0158"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Barbara Caputo","raw_affiliation_strings":["IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDIAP Research Institute, Martigny, Switzerland and Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044260265"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":13.1571,"has_fulltext":true,"cited_by_count":101,"citation_normalized_percentile":{"value":0.98678483,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"720","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9951000213623047,"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/T10320","display_name":"Neural Networks and Applications","score":0.9930999875068665,"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":0.49790120124816895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49790120124816895}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1390156.1390247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1390156.1390247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th international conference on Machine learning - ICML '08","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.tind.io:146209","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/146209","pdf_url":"http://publications.idiap.ch/index.php/publications/showcite/orabona:rr08-30","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.tind.io:146209","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/146209","pdf_url":"http://publications.idiap.ch/index.php/publications/showcite/orabona:rr08-30","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.75,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2124995446.pdf","grobid_xml":"https://content.openalex.org/works/W2124995446.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1485515110","https://openalex.org/W1540155273","https://openalex.org/W1545509459","https://openalex.org/W1890144016","https://openalex.org/W1973678258","https://openalex.org/W1975588358","https://openalex.org/W2020467629","https://openalex.org/W2040870580","https://openalex.org/W2108807072","https://openalex.org/W2109339818","https://openalex.org/W2121423746","https://openalex.org/W2132882064","https://openalex.org/W2148742679","https://openalex.org/W2149842772","https://openalex.org/W2150621701","https://openalex.org/W2156135142","https://openalex.org/W2160218441","https://openalex.org/W2404666544","https://openalex.org/W3009009611","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"We":[0,72],"present":[1],"a":[2,7,74],"discriminative":[3],"online":[4,29,70],"algorithm":[5,55,81,90],"with":[6],"bounded":[8],"memory":[9,21,50],"growth,":[10],"which":[11],"is":[12,31],"based":[13],"on":[14,39],"the":[15,19,23,28,43,49,53,56,64,68,87,104,113],"kernel-based":[16,24],"Perceptron.":[17,114],"Generally,":[18],"required":[20],"of":[22,42,98],"Perceptron":[25],"for":[26],"storing":[27],"hypothesis":[30],"not":[32,59],"bounded.":[33,51],"Previous":[34],"work":[35],"has":[36],"been":[37],"focused":[38],"discarding":[40],"part":[41],"instances":[44,57],"in":[45],"order":[46],"to":[47,86],"keep":[48],"In":[52],"proposed":[54],"are":[58],"discarded,":[60],"but":[61],"projected":[62],"onto":[63],"space":[65],"spanned":[66],"by":[67],"previous":[69],"hypothesis.":[71],"derive":[73],"relative":[75],"mistake":[76],"bound":[77],"and":[78,84],"compare":[79],"our":[80,99],"both":[82],"analytically":[83],"empirically":[85],"state-of-the-art":[88],"Forgetron":[89],"(Dekel":[91],"et":[92],"al,":[93],"2007).":[94],"The":[95,106],"first":[96],"variant":[97],"algorithm,":[100],"called":[101,109],"Projectron,":[102],"outperforms":[103,111],"Forgetron.":[105],"second":[107],"variant,":[108],"Projectron++,":[110],"even":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
