{"id":"https://openalex.org/W4380905532","doi":"https://doi.org/10.1007/978-3-031-35254-6_28","title":"Logic-Based Explainable and\u00a0Incremental Machine Learning","display_name":"Logic-Based Explainable and\u00a0Incremental Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380905532","doi":"https://doi.org/10.1007/978-3-031-35254-6_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-35254-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35254-6_28","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/A5067377863","display_name":"Gopal Gupta","orcid":"https://orcid.org/0000-0001-9727-0362"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gopal Gupta","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003481301","display_name":"Huaduo Wang","orcid":"https://orcid.org/0000-0002-2118-5425"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaduo Wang","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053808698","display_name":"Kinjal Basu","orcid":"https://orcid.org/0000-0001-8693-9307"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kinjal Basu","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003055908","display_name":"Farhad Shakerin","orcid":"https://orcid.org/0000-0003-2460-3132"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhad Shakerin","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102842115","display_name":"Elmer Salazar","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elmer Salazar","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051242183","display_name":"Sarat Chandra Varanasi","orcid":"https://orcid.org/0000-0002-4620-4266"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarat Chandra Varanasi","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058520906","display_name":"Parth Padalkar","orcid":"https://orcid.org/0000-0003-1015-0777"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parth Padalkar","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104130535","display_name":"Sopam Dasgupta","orcid":"https://orcid.org/0009-0008-3594-5430"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sopam Dasgupta","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Dallas, Richardson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5067377863"],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1329,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88256183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"346","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9984999895095825,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9962000250816345,"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/inductive-logic-programming","display_name":"Inductive logic programming","score":0.8847519159317017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8276013135910034},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7761812210083008},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7000694274902344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6402757167816162},{"id":"https://openalex.org/keywords/statistical-relational-learning","display_name":"Statistical relational learning","score":0.5434257984161377},{"id":"https://openalex.org/keywords/inductive-programming","display_name":"Inductive programming","score":0.4761340916156769},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4430214762687683},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.44233936071395874},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.3092188239097595},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27985715866088867},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.2566854953765869},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.2247924506664276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16488224267959595}],"concepts":[{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.8847519159317017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276013135910034},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7761812210083008},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7000694274902344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6402757167816162},{"id":"https://openalex.org/C177877439","wikidata":"https://www.wikidata.org/wiki/Q7604413","display_name":"Statistical relational learning","level":3,"score":0.5434257984161377},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.4761340916156769},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4430214762687683},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.44233936071395874},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.3092188239097595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27985715866088867},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.2566854953765869},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.2247924506664276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16488224267959595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-35254-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-35254-6_28","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1509735259","https://openalex.org/W1595235134","https://openalex.org/W1670263352","https://openalex.org/W2017626051","https://openalex.org/W2048643630","https://openalex.org/W2059988935","https://openalex.org/W2155322595","https://openalex.org/W2187164964","https://openalex.org/W2282821441","https://openalex.org/W2885489825","https://openalex.org/W2896556344","https://openalex.org/W2963263783","https://openalex.org/W2963351225","https://openalex.org/W3035758390","https://openalex.org/W3089031584","https://openalex.org/W3155306957","https://openalex.org/W3166811013","https://openalex.org/W4200635033","https://openalex.org/W4225845614","https://openalex.org/W4233691971","https://openalex.org/W4243550141","https://openalex.org/W4280500512","https://openalex.org/W6600238479"],"related_works":["https://openalex.org/W1489817210","https://openalex.org/W1605272418","https://openalex.org/W2137126099","https://openalex.org/W1494464412","https://openalex.org/W2468509525","https://openalex.org/W1818677499","https://openalex.org/W2584568457","https://openalex.org/W1601368642","https://openalex.org/W1522868916","https://openalex.org/W2542311426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}