{"id":"https://openalex.org/W3126623412","doi":"https://doi.org/10.1007/978-3-030-67148-8_13","title":"Explainable Artificial Intelligence. Model Discovery with Constraint Programming","display_name":"Explainable Artificial Intelligence. Model Discovery with Constraint Programming","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3126623412","doi":"https://doi.org/10.1007/978-3-030-67148-8_13","mag":"3126623412"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-67148-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67148-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"conference-paper","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/A5024298517","display_name":"Antoni Lig\u0119za","orcid":"https://orcid.org/0000-0002-6573-4246"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Antoni Lig\u0119za","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-6573-4246","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002994619","display_name":"Pawe\u0142 Jemio\u0142o","orcid":"https://orcid.org/0000-0001-5962-4043"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Pawe\u0142 Jemio\u0142o","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5962-4043","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013768533","display_name":"Weronika T. Adrian","orcid":"https://orcid.org/0000-0002-1860-6989"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Weronika T. Adrian","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-1860-6989","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090656743","display_name":"Mateusz \u015ala\u017cy\u0144ski","orcid":"https://orcid.org/0000-0001-7269-8215"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz \u015ala\u017cy\u0144ski","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7269-8215","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061128716","display_name":"Marek Adrian","orcid":"https://orcid.org/0000-0002-0435-0994"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Adrian","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0435-0994","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027779789","display_name":"Krystian Jobczyk","orcid":"https://orcid.org/0000-0001-6194-2737"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krystian Jobczyk","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6194-2737","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008662323","display_name":"Krzysztof Kluza","orcid":"https://orcid.org/0000-0003-1876-9603"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Kluza","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-1876-9603","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079174530","display_name":"Bernadetta Stachura-Terlecka","orcid":"https://orcid.org/0000-0003-2887-5936"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bernadetta Stachura-Terlecka","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2887-5936","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046435870","display_name":"Piotr Wi\u015bniewski","orcid":"https://orcid.org/0000-0003-3777-642X"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Wi\u015bniewski","raw_affiliation_strings":["AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3777-642X","affiliations":[{"raw_affiliation_string":"AGH University of Science and Technology, al. A.Mickiewicza 30, 30-059, Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024298517"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.8793,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75305091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9959999918937683,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9959999918937683,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9898999929428101,"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"}},{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/parameterized-complexity","display_name":"Parameterized complexity","score":0.7391834855079651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6843715310096741},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.6707013845443726},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5910104513168335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.588135302066803},{"id":"https://openalex.org/keywords/internal-model","display_name":"Internal model","score":0.4854617714881897},{"id":"https://openalex.org/keywords/constraint-programming","display_name":"Constraint programming","score":0.4670867919921875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3441218137741089},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2209177315235138},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.20067206025123596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17239853739738464},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.07371312379837036}],"concepts":[{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.7391834855079651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6843715310096741},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.6707013845443726},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5910104513168335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.588135302066803},{"id":"https://openalex.org/C28427503","wikidata":"https://www.wikidata.org/wiki/Q13580300","display_name":"Internal model","level":3,"score":0.4854617714881897},{"id":"https://openalex.org/C173404611","wikidata":"https://www.wikidata.org/wiki/Q528588","display_name":"Constraint programming","level":3,"score":0.4670867919921875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3441218137741089},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2209177315235138},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.20067206025123596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17239853739738464},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.07371312379837036},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-67148-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67148-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1591532012","https://openalex.org/W1957379630","https://openalex.org/W2048299559","https://openalex.org/W2108309071","https://openalex.org/W2122410182","https://openalex.org/W2143891888","https://openalex.org/W2426452510","https://openalex.org/W2597083474","https://openalex.org/W2617662976","https://openalex.org/W2618280021","https://openalex.org/W2740625362","https://openalex.org/W2802458232","https://openalex.org/W2809925683","https://openalex.org/W2888110259","https://openalex.org/W2962772482","https://openalex.org/W2969672122","https://openalex.org/W2969863905","https://openalex.org/W3098060673","https://openalex.org/W4293662999","https://openalex.org/W6600195515","https://openalex.org/W6600688380","https://openalex.org/W6601945944","https://openalex.org/W6629195898","https://openalex.org/W6630950907"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W1494268238","https://openalex.org/W2364477340","https://openalex.org/W4291309325","https://openalex.org/W2950474130","https://openalex.org/W2737452945","https://openalex.org/W4313469555","https://openalex.org/W1547011777","https://openalex.org/W1514706798","https://openalex.org/W1985899403"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}