{"id":"https://openalex.org/W4224943754","doi":"https://doi.org/10.1007/s10878-022-00856-z","title":"OnML: an ontology-based approach for interpretable machine learning","display_name":"OnML: an ontology-based approach for interpretable machine learning","publication_year":2022,"publication_date":"2022-04-26","ids":{"openalex":"https://openalex.org/W4224943754","doi":"https://doi.org/10.1007/s10878-022-00856-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10878-022-00856-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10878-022-00856-z","pdf_url":null,"source":{"id":"https://openalex.org/S107925523","display_name":"Journal of Combinatorial Optimization","issn_l":"1382-6905","issn":["1382-6905","1573-2886"],"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":"Journal of Combinatorial Optimization","raw_type":"journal-article"},"type":"article","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/A5028412521","display_name":"Pelin Ayranci","orcid":"https://orcid.org/0000-0002-6094-5095"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pelin Ayranci","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, USA"],"raw_orcid":"https://orcid.org/0000-0002-6094-5095","affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072833325","display_name":"Phung Lai","orcid":"https://orcid.org/0000-0001-9146-8546"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phung Lai","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060481572","display_name":"NhatHai Phan","orcid":"https://orcid.org/0000-0002-1032-8275"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nhathai Phan","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102022511","display_name":"Han Hu","orcid":"https://orcid.org/0000-0002-2555-9236"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Hu","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000639377","display_name":"Alexander Kolinowski","orcid":null},"institutions":[{"id":"https://openalex.org/I166794780","display_name":"Wells Fargo (United States)","ror":"https://ror.org/037r2ff59","country_code":"US","type":"company","lineage":["https://openalex.org/I166794780"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Kolinowski","raw_affiliation_strings":["Wells Fargo, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wells Fargo, San Francisco, USA","institution_ids":["https://openalex.org/I166794780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088727983","display_name":"David Newman","orcid":"https://orcid.org/0000-0002-4959-2428"},"institutions":[{"id":"https://openalex.org/I166794780","display_name":"Wells Fargo (United States)","ror":"https://ror.org/037r2ff59","country_code":"US","type":"company","lineage":["https://openalex.org/I166794780"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Newman","raw_affiliation_strings":["Wells Fargo, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wells Fargo, San Francisco, USA","institution_ids":["https://openalex.org/I166794780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058509054","display_name":"Deijing Dou","orcid":null},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deijing Dou","raw_affiliation_strings":["University of Oregon, Eugene, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oregon, Eugene, USA","institution_ids":["https://openalex.org/I181233156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5028412521"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.2486,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82588913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"44","issue":"1","first_page":"770","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994999766349792,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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":0.991100013256073,"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/ontology","display_name":"Ontology","score":0.7487929463386536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7445213794708252},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5998777747154236},{"id":"https://openalex.org/keywords/complaint","display_name":"Complaint","score":0.5800203084945679},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5714919567108154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5159916877746582},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.482016921043396},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46198874711990356},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4256556034088135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42031747102737427},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38747507333755493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10744449496269226}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7487929463386536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445213794708252},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5998777747154236},{"id":"https://openalex.org/C2780838233","wikidata":"https://www.wikidata.org/wiki/Q836925","display_name":"Complaint","level":2,"score":0.5800203084945679},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5714919567108154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5159916877746582},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.482016921043396},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46198874711990356},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4256556034088135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42031747102737427},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38747507333755493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10744449496269226},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10878-022-00856-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10878-022-00856-z","pdf_url":null,"source":{"id":"https://openalex.org/S107925523","display_name":"Journal of Combinatorial Optimization","issn_l":"1382-6905","issn":["1382-6905","1573-2886"],"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":"Journal of Combinatorial Optimization","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:jcomop:v:44:y:2022:i:1:d:10.1007_s10878-022-00856-z","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10878-022-00856-z","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4145311711","display_name":null,"funder_award_id":"1850094","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8726923708","display_name":null,"funder_award_id":"1747798","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307959","display_name":"Wells Fargo","ror":"https://ror.org/037r2ff59"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W198744195","https://openalex.org/W387168707","https://openalex.org/W1520485300","https://openalex.org/W1787224781","https://openalex.org/W1971916086","https://openalex.org/W2064675550","https://openalex.org/W2129888542","https://openalex.org/W2250539671","https://openalex.org/W2282821441","https://openalex.org/W2470673105","https://openalex.org/W2515637793","https://openalex.org/W2560730294","https://openalex.org/W2561412020","https://openalex.org/W2606462007","https://openalex.org/W2612657834","https://openalex.org/W2768377508","https://openalex.org/W2788403449","https://openalex.org/W2952208655","https://openalex.org/W2952331773","https://openalex.org/W2962858109","https://openalex.org/W2964142373","https://openalex.org/W2979889694","https://openalex.org/W3090789089","https://openalex.org/W3092079550","https://openalex.org/W3101609372","https://openalex.org/W3113663807","https://openalex.org/W3123427206"],"related_works":["https://openalex.org/W1885497808","https://openalex.org/W2022249118","https://openalex.org/W2924049741","https://openalex.org/W2759030965","https://openalex.org/W1889492811","https://openalex.org/W1583422155","https://openalex.org/W2115872796","https://openalex.org/W1649619740","https://openalex.org/W3213252596","https://openalex.org/W1534006406"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
