{"id":"https://openalex.org/W1498101334","doi":"https://doi.org/10.1023/a:1007604202679","title":"Learning Changing Concepts by Exploiting the Structure of Change","display_name":"Learning Changing Concepts by Exploiting the Structure of Change","publication_year":2000,"publication_date":"2000-11-01","ids":{"openalex":"https://openalex.org/W1498101334","doi":"https://doi.org/10.1023/a:1007604202679","mag":"1498101334"},"language":"en","primary_location":{"id":"doi:10.1023/a:1007604202679","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007604202679","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007604202679.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1023/A:1007604202679.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030261391","display_name":"Peter L. Bartlett","orcid":"https://orcid.org/0000-0002-8760-3140"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Peter L. Bartlett","raw_affiliation_strings":["Research School of Information Sciences and Engineering, Australian National University, Canberra, ACT, 0200, Australia","Research School of Information Sciences and Engineering, Australian National University, Canberra, ACT 0200, Australia. Peter.bartlett@anu.edu.au#TAB#"],"affiliations":[{"raw_affiliation_string":"Research School of Information Sciences and Engineering, Australian National University, Canberra, ACT, 0200, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"Research School of Information Sciences and Engineering, Australian National University, Canberra, ACT 0200, Australia. Peter.bartlett@anu.edu.au#TAB#","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112193907","display_name":"Shai Ben-David","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shai Ben-David","raw_affiliation_strings":["Department of Computer Science, Technion, Haifa, 32000, Israel","Department of Computer Science, Technion, Haifa 32000, Israel. shai@cs.technion.ac.il"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technion, Haifa, 32000, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Department of Computer Science, Technion, Haifa 32000, Israel. shai@cs.technion.ac.il","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053530986","display_name":"Sanjeev R. Kulkarni","orcid":"https://orcid.org/0000-0002-5308-5250"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjeev R. Kulkarni","raw_affiliation_strings":["Department of Electrical Engineering, Princeton University, Princeton, NJ, 08544, USA","Department of Electrical Engineering, Princeton University, Princeton, NJ 08544, USA. kulkarni@ee.princeton.edu#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ, 08544, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Department of Electrical Engineering, Princeton University, Princeton, NJ 08544, USA. kulkarni@ee.princeton.edu#TAB#","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030261391"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5983,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.85674773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"41","issue":"2","first_page":"153","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9987999796867371,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/sequence","display_name":"Sequence (biology)","score":0.7354511022567749},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5664333701133728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5492820143699646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4864063262939453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45908087491989136},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45192548632621765},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4394221901893616},{"id":"https://openalex.org/keywords/random-walk","display_name":"Random walk","score":0.4249448776245117},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2631198465824127},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23946207761764526}],"concepts":[{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.7354511022567749},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5664333701133728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5492820143699646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4864063262939453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45908087491989136},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45192548632621765},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4394221901893616},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.4249448776245117},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2631198465824127},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23946207761764526},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1023/a:1007604202679","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007604202679","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007604202679.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/90370","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/90370","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.1023/a:1007604202679","is_oa":true,"landing_page_url":"https://doi.org/10.1023/a:1007604202679","pdf_url":"https://link.springer.com/content/pdf/10.1023/A:1007604202679.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1498101334.pdf","grobid_xml":"https://content.openalex.org/works/W1498101334.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1519789693","https://openalex.org/W1530699444","https://openalex.org/W1542886316","https://openalex.org/W1559261617","https://openalex.org/W1969531736","https://openalex.org/W1973113793","https://openalex.org/W1987274424","https://openalex.org/W1993430291","https://openalex.org/W2033675068","https://openalex.org/W2057399436","https://openalex.org/W2073877447","https://openalex.org/W2084544490","https://openalex.org/W2092714606","https://openalex.org/W2104334863","https://openalex.org/W2140259914","https://openalex.org/W2154952480","https://openalex.org/W2203455764","https://openalex.org/W4247431252","https://openalex.org/W4249189474","https://openalex.org/W4249716558","https://openalex.org/W4302591315","https://openalex.org/W6631784618"],"related_works":["https://openalex.org/W3102632868","https://openalex.org/W1984953408","https://openalex.org/W1998707102","https://openalex.org/W2032649343","https://openalex.org/W1558704946","https://openalex.org/W3103393851","https://openalex.org/W2319091001","https://openalex.org/W1979053898","https://openalex.org/W2316800898","https://openalex.org/W2070503653"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}