{"id":"https://openalex.org/W3004336054","doi":"https://doi.org/10.5555/2567709.2567773","title":"Learning theory analysis for association rules and sequential event prediction","display_name":"Learning theory analysis for association rules and sequential event prediction","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W3004336054","doi":"https://doi.org/10.5555/2567709.2567773","mag":"3004336054"},"language":"en","primary_location":{"id":"mag:3004336054","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2567709.2567773","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5015939026","display_name":"RudinCynthia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"RudinCynthia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083681918","display_name":"LethamBenjamin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"LethamBenjamin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033640612","display_name":"MadiganDavid","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"MadiganDavid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0882,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.90327245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.910099983215332,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6092773675918579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5892536640167236},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5719417333602905},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5256330370903015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48784899711608887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.416123628616333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3876572847366333},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.37496548891067505},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3409903645515442},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25101691484451294},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16834750771522522}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6092773675918579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5892536640167236},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5719417333602905},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5256330370903015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48784899711608887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.416123628616333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3876572847366333},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.37496548891067505},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3409903645515442},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25101691484451294},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16834750771522522},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3004336054","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/2567709.2567773","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718","https://openalex.org/P4310316440"],"host_organization_lineage_names":["The MIT Press","Massachusetts Institute of Technology"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2211439859","https://openalex.org/W2365411108","https://openalex.org/W3122902162","https://openalex.org/W2141375302","https://openalex.org/W1507968252","https://openalex.org/W592396534","https://openalex.org/W2248044546","https://openalex.org/W2133082571","https://openalex.org/W1485326130","https://openalex.org/W2047356095","https://openalex.org/W2205300701","https://openalex.org/W185308580","https://openalex.org/W2118241304","https://openalex.org/W2105381734","https://openalex.org/W35830591","https://openalex.org/W162965144","https://openalex.org/W1487958107","https://openalex.org/W2010510377","https://openalex.org/W611679962","https://openalex.org/W3007589027"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,19],"theoretical":[3],"analysis":[4],"for":[5,21],"prediction":[6],"algorithms":[7],"based":[8],"on":[9],"association":[10],"rules.":[11],"As":[12],"part":[13],"of":[14],"this":[15],"analysis,":[16],"we":[17],"introduce":[18],"problem":[20],"which":[22],"rules":[23],"are":[24],"particularly":[25],"natural,":[26],"called":[27],"sequential...":[28]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
