{"id":"https://openalex.org/W1966217052","doi":"https://doi.org/10.1016/s1571-0661(04)80662-5","title":"Learning Strategies for Mechanised Building of Decision Procedures","display_name":"Learning Strategies for Mechanised Building of Decision Procedures","publication_year":2003,"publication_date":"2003-05-01","ids":{"openalex":"https://openalex.org/W1966217052","doi":"https://doi.org/10.1016/s1571-0661(04)80662-5","mag":"1966217052"},"language":"en","primary_location":{"id":"doi:10.1016/s1571-0661(04)80662-5","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1571-0661(04)80662-5","pdf_url":null,"source":{"id":"https://openalex.org/S50368787","display_name":"Electronic Notes in Theoretical Computer Science","issn_l":"1571-0661","issn":["1571-0661"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Notes in Theoretical Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/s1571-0661(04)80662-5","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036018012","display_name":"Mateja Jamnik","orcid":"https://orcid.org/0000-0003-2772-2532"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mateja Jamnik","raw_affiliation_strings":["University of Cambridge, Computer Laboratory J.J. Thomson Avenue, Cambridge, CB3 0FD, England, UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Computer Laboratory J.J. Thomson Avenue, Cambridge, CB3 0FD, England, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085623977","display_name":"Predrag Jani\u010di\u0107","orcid":"https://orcid.org/0000-0001-8922-4948"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Predrag Jani\u010di\u0107","raw_affiliation_strings":["Faculty of Mathematics, University of Belgrade, Studentski trg 16 11000 Belgrade, Serbia and Montenegro, Yugoslavia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, University of Belgrade, Studentski trg 16 11000 Belgrade, Serbia and Montenegro, Yugoslavia","institution_ids":["https://openalex.org/I4068193"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036018012","https://openalex.org/A5085623977"],"corresponding_institution_ids":["https://openalex.org/I241749","https://openalex.org/I4068193"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14081505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"86","issue":"1","first_page":"174","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9603000283241272,"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"}},"topics":[{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9603000283241272,"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"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9322999715805054,"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/presburger-arithmetic","display_name":"Presburger arithmetic","score":0.747522234916687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919037103652954},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5467792749404907},{"id":"https://openalex.org/keywords/brute-force","display_name":"Brute force","score":0.5095980167388916},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49706199765205383},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4487282335758209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3835653066635132},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34063106775283813},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16110578179359436},{"id":"https://openalex.org/keywords/decidability","display_name":"Decidability","score":0.12192949652671814}],"concepts":[{"id":"https://openalex.org/C5852641","wikidata":"https://www.wikidata.org/wiki/Q956059","display_name":"Presburger arithmetic","level":3,"score":0.747522234916687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919037103652954},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5467792749404907},{"id":"https://openalex.org/C2986801135","wikidata":"https://www.wikidata.org/wiki/Q1209494","display_name":"Brute force","level":2,"score":0.5095980167388916},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49706199765205383},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4487282335758209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3835653066635132},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34063106775283813},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16110578179359436},{"id":"https://openalex.org/C153269930","wikidata":"https://www.wikidata.org/wiki/Q430001","display_name":"Decidability","level":2,"score":0.12192949652671814},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s1571-0661(04)80662-5","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1571-0661(04)80662-5","pdf_url":null,"source":{"id":"https://openalex.org/S50368787","display_name":"Electronic Notes in Theoretical Computer Science","issn_l":"1571-0661","issn":["1571-0661"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Notes in Theoretical Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/s1571-0661(04)80662-5","is_oa":true,"landing_page_url":"https://doi.org/10.1016/s1571-0661(04)80662-5","pdf_url":null,"source":{"id":"https://openalex.org/S50368787","display_name":"Electronic Notes in Theoretical Computer Science","issn_l":"1571-0661","issn":["1571-0661"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Notes in Theoretical Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W88729032","https://openalex.org/W1486786559","https://openalex.org/W1491353074","https://openalex.org/W1497869606","https://openalex.org/W1512075079","https://openalex.org/W1523950537","https://openalex.org/W1581769579","https://openalex.org/W1656394707","https://openalex.org/W1656633205","https://openalex.org/W2000600476","https://openalex.org/W2011783093","https://openalex.org/W2063371232","https://openalex.org/W2169235184","https://openalex.org/W4285719527","https://openalex.org/W6629606698","https://openalex.org/W6630678714"],"related_works":["https://openalex.org/W4297923607","https://openalex.org/W2341851659","https://openalex.org/W2963029392","https://openalex.org/W2468279273","https://openalex.org/W1851760673","https://openalex.org/W2614001090","https://openalex.org/W2958635970","https://openalex.org/W2354198838","https://openalex.org/W2753142422","https://openalex.org/W1966217052"],"abstract_inverted_index":{"In":[0,59,83],"this":[1,86],"paper":[2],"we":[3],"present":[4],"an":[5],"investigation":[6],"into":[7],"whether":[8],"and":[9,16],"how":[10],"decision":[11,77,100],"procedures":[12],"can":[13],"be":[14],"learnt":[15],"built":[17],"automatically.":[18],"Our":[19],"approach":[20],"consists":[21],"of":[22,35,45,97,110],"two":[23],"stages.":[24],"First,":[25],"a":[26,33,43,49,63,73],"refined":[27],"brute-force":[28],"search":[29],"procedure":[30,101],"applies":[31],"exhaustively":[32],"set":[34],"given":[36,81],"elementary":[37,91],"methods":[38,92],"to":[39,41,71,90],"try":[40],"solve":[42],"corpus":[44],"conjectures":[46],"generated":[47],"by":[48],"stochastic":[50],"context-free":[51],"grammar.":[52],"The":[53,108],"successful":[54],"proof":[55],"traces":[56],"are":[57,113],"saved.":[58],"the":[60,80,84,95,98],"second":[61],"stage,":[62],"learning":[64],"algorithm":[65],"(by":[66],"Jamnik":[67],"et":[68],"al.)":[69],"tries":[70],"extract":[72],"required":[74],"supermethod":[75],"(i.e.,":[76],"procedure)":[78],"from":[79],"traces.":[82],"paper,":[85],"technique":[87],"is":[88],"applied":[89],"that":[93],"encode":[94],"operations":[96],"Fourier-Motzkin's":[99],"for":[102],"Presburger":[103],"arithmetic":[104],"on":[105],"rational":[106],"numbers.":[107],"results":[109],"our":[111],"experiment":[112],"encouraging.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}