{"id":"https://openalex.org/W3018311371","doi":"https://doi.org/10.1007/978-3-030-58115-2_6","title":"Learning a Formula of Interpretability to Learn Interpretable Formulas","display_name":"Learning a Formula of Interpretability to Learn Interpretable Formulas","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3018311371","doi":"https://doi.org/10.1007/978-3-030-58115-2_6","mag":"3018311371"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58115-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58115-2_6","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2004.11170","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014995636","display_name":"Marco Virgolin","orcid":"https://orcid.org/0000-0001-8905-9313"},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Marco Virgolin","raw_affiliation_strings":["Centrum Wiskunde & Informatica, Amsterdam, Netherlands",", Centrum Wiskunde & Informatica, Amsterdam, Netherlands#TAB#"],"affiliations":[{"raw_affiliation_string":"Centrum Wiskunde & Informatica, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I1341640284"]},{"raw_affiliation_string":", Centrum Wiskunde & Informatica, Amsterdam, Netherlands#TAB#","institution_ids":["https://openalex.org/I1341640284"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031604878","display_name":"Andrea De Lorenzo","orcid":"https://orcid.org/0000-0002-7628-7672"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea De Lorenzo","raw_affiliation_strings":["Department of Engineering and Architecture, University of Trieste, Trieste, Italy","Department of Engineering and Architecture, University of Trieste, Trieste, Italy,"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]},{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy,","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074055647","display_name":"Eric Medvet","orcid":"https://orcid.org/0000-0001-5652-2113"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eric Medvet","raw_affiliation_strings":["Department of Engineering and Architecture, University of Trieste, Trieste, Italy","Department of Engineering and Architecture, University of Trieste, Trieste, Italy,"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]},{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy,","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044535154","display_name":"Francesca Randone","orcid":"https://orcid.org/0009-0002-3489-9600"},"institutions":[{"id":"https://openalex.org/I127077003","display_name":"IMT School for Advanced Studies Lucca","ror":"https://ror.org/035gh3a49","country_code":"IT","type":"education","lineage":["https://openalex.org/I127077003"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Randone","raw_affiliation_strings":["IMT School for Advanced Studies Lucca, Lucca, Italy","[IMT School for Advanced Studies Lucca, Lucca, Italy]"],"affiliations":[{"raw_affiliation_string":"IMT School for Advanced Studies Lucca, Lucca, Italy","institution_ids":["https://openalex.org/I127077003"]},{"raw_affiliation_string":"[IMT School for Advanced Studies Lucca, Lucca, Italy]","institution_ids":["https://openalex.org/I127077003"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014995636"],"corresponding_institution_ids":["https://openalex.org/I1341640284"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06563121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9995999932289124,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9750999808311462,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9702000021934509,"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/interpretability","display_name":"Interpretability","score":0.9921940565109253},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.8069491982460022},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.7928743958473206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6711851954460144},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.629153311252594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.625751256942749},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47256559133529663},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.44744521379470825}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9921940565109253},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.8069491982460022},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.7928743958473206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6711851954460144},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.629153311252594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.625751256942749},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47256559133529663},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.44744521379470825},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-58115-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58115-2_6","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"},{"id":"pmh:oai:arXiv.org:2004.11170","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.11170","pdf_url":"https://arxiv.org/pdf/2004.11170","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:cwi.nl:30127","is_oa":true,"landing_page_url":"https://ir.cwi.nl/pub/30127","pdf_url":"https://ir.cwi.nl/pub/30127/30127.pdf","source":{"id":"https://openalex.org/S7407055335","display_name":"Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:3018311371","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2004.11170.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:cwi:oai:cwi.nl:33067","is_oa":false,"landing_page_url":"https://ir.cwi.nl/pub/33067","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.48550/arxiv.2004.11170","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.11170","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2004.11170","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.11170","pdf_url":"https://arxiv.org/pdf/2004.11170","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W199024138","https://openalex.org/W1483736078","https://openalex.org/W1519072852","https://openalex.org/W1565746575","https://openalex.org/W1591505907","https://openalex.org/W1594031697","https://openalex.org/W1663973292","https://openalex.org/W1968889106","https://openalex.org/W1969186573","https://openalex.org/W2035894445","https://openalex.org/W2050287928","https://openalex.org/W2070376383","https://openalex.org/W2084571779","https://openalex.org/W2087011904","https://openalex.org/W2101234009","https://openalex.org/W2107204644","https://openalex.org/W2121044470","https://openalex.org/W2121162457","https://openalex.org/W2122825543","https://openalex.org/W2123181141","https://openalex.org/W2126105956","https://openalex.org/W2144525515","https://openalex.org/W2149033360","https://openalex.org/W2155582960","https://openalex.org/W2184379877","https://openalex.org/W2194775991","https://openalex.org/W2282821441","https://openalex.org/W2295105601","https://openalex.org/W2417863416","https://openalex.org/W2493343568","https://openalex.org/W2594475271","https://openalex.org/W2612135493","https://openalex.org/W2788362053","https://openalex.org/W2891503716","https://openalex.org/W2901725080","https://openalex.org/W2944258394","https://openalex.org/W2945976633","https://openalex.org/W2953460080","https://openalex.org/W2954125295","https://openalex.org/W2955041946","https://openalex.org/W2962772482","https://openalex.org/W2962790223","https://openalex.org/W2963672746","https://openalex.org/W2964031043","https://openalex.org/W2968285896","https://openalex.org/W2981731882","https://openalex.org/W2997428643","https://openalex.org/W3000900810","https://openalex.org/W3008229559","https://openalex.org/W3015625535","https://openalex.org/W3022177149","https://openalex.org/W3037244434","https://openalex.org/W3106169594","https://openalex.org/W3120740533","https://openalex.org/W3122238731","https://openalex.org/W3138819813","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3091474480","https://openalex.org/W2901953814","https://openalex.org/W3153722882","https://openalex.org/W3093430106","https://openalex.org/W2613888037","https://openalex.org/W3026742372","https://openalex.org/W3134449780","https://openalex.org/W2889251815","https://openalex.org/W3109829149","https://openalex.org/W1687165158","https://openalex.org/W3022244144","https://openalex.org/W3201182884","https://openalex.org/W3104727718","https://openalex.org/W3044111717","https://openalex.org/W3180220823","https://openalex.org/W204661037","https://openalex.org/W2963492126","https://openalex.org/W3200447836","https://openalex.org/W1559185101","https://openalex.org/W3200653887"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}