{"id":"https://openalex.org/W2110518760","doi":"https://doi.org/10.1007/s10994-009-5148-0","title":"Multi-domain learning by confidence-weighted parameter combination","display_name":"Multi-domain learning by confidence-weighted parameter combination","publication_year":2009,"publication_date":"2009-10-03","ids":{"openalex":"https://openalex.org/W2110518760","doi":"https://doi.org/10.1007/s10994-009-5148-0","mag":"2110518760"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-009-5148-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-009-5148-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-009-5148-0.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/10.1007/s10994-009-5148-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024437840","display_name":"Mark Dredze","orcid":"https://orcid.org/0000-0002-0422-2474"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mark Dredze","raw_affiliation_strings":["Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, MD, 21211, USA","Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, USA 21211"],"affiliations":[{"raw_affiliation_string":"Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, MD, 21211, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Human Language Technology Center of Excellence, Johns Hopkins University, Baltimore, USA 21211","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032936063","display_name":"Alex Kulesza","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Kulesza","raw_affiliation_strings":["Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, 19104, USA","Department of Computer and Information Science, University of Pennsylvania, Philadelphia, USA 19104#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Pennsylvania, Philadelphia, PA, 19104, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Pennsylvania, Philadelphia, USA 19104#TAB#","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006419939","display_name":"Koby Crammer","orcid":"https://orcid.org/0000-0001-8824-5747"},"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":"Koby Crammer","raw_affiliation_strings":["Department of Electrical Engineering, The Technion, Haifa, 32000, Israel","Department of Electrical Engineering, The Technion, Haifa, Israel 32000"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The Technion, Haifa, 32000, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"Department of Electrical Engineering, The Technion, Haifa, Israel 32000","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024437840"],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":14.72,"has_fulltext":true,"cited_by_count":120,"citation_normalized_percentile":{"value":0.98714018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"79","issue":"1-2","first_page":"123","last_page":"149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10028","display_name":"Topic Modeling","score":0.9973999857902527,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9958000183105469,"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":0.8069568872451782},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.7471503019332886},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.7334650754928589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7089037895202637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6868910789489746},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6293871402740479},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5689458847045898},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4824667274951935},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.28977978229522705},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08521705865859985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8069568872451782},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.7471503019332886},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7334650754928589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7089037895202637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6868910789489746},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6293871402740479},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5689458847045898},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4824667274951935},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.28977978229522705},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08521705865859985},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-009-5148-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-009-5148-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-009-5148-0.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:CiteSeerX.psu:10.1.1.299.7613","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.7613","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.jhu.edu/~mdredze/publications/multi_domain_tech_report.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s10994-009-5148-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-009-5148-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-009-5148-0.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":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2110518760.pdf","grobid_xml":"https://content.openalex.org/works/W2110518760.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W99485931","https://openalex.org/W1484446963","https://openalex.org/W1566538838","https://openalex.org/W1571969069","https://openalex.org/W1595917421","https://openalex.org/W1615417444","https://openalex.org/W1632114991","https://openalex.org/W1818857488","https://openalex.org/W1878852850","https://openalex.org/W1966026565","https://openalex.org/W1966784040","https://openalex.org/W1978304080","https://openalex.org/W2056451646","https://openalex.org/W2081801689","https://openalex.org/W2093825590","https://openalex.org/W2098154993","https://openalex.org/W2104554891","https://openalex.org/W2105523772","https://openalex.org/W2110091014","https://openalex.org/W2111084382","https://openalex.org/W2111362445","https://openalex.org/W2113765418","https://openalex.org/W2115191221","https://openalex.org/W2120354757","https://openalex.org/W2120708938","https://openalex.org/W2122537498","https://openalex.org/W2122922389","https://openalex.org/W2127147316","https://openalex.org/W2129416674","https://openalex.org/W2130903752","https://openalex.org/W2131953535","https://openalex.org/W2135352205","https://openalex.org/W2143104527","https://openalex.org/W2152224036","https://openalex.org/W2152231303","https://openalex.org/W2156940638","https://openalex.org/W2157236054","https://openalex.org/W2158108973","https://openalex.org/W2158275940","https://openalex.org/W2160218441","https://openalex.org/W2163302275","https://openalex.org/W2165744911","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W2962839807","https://openalex.org/W4285719527","https://openalex.org/W4392051461","https://openalex.org/W6675865240","https://openalex.org/W6676587327","https://openalex.org/W6677069268","https://openalex.org/W6679554340","https://openalex.org/W6683584131","https://openalex.org/W6793289451","https://openalex.org/W7062423369"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2955455867","https://openalex.org/W4321649381","https://openalex.org/W3180787869","https://openalex.org/W2997645659","https://openalex.org/W3203792196","https://openalex.org/W4295929828","https://openalex.org/W3156096827","https://openalex.org/W4287890001"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}