{"id":"https://openalex.org/W4283071360","doi":"https://doi.org/10.1007/s10618-022-00848-x","title":"SPEck: mining statistically-significant sequential patterns efficiently with exact sampling","display_name":"SPEck: mining statistically-significant sequential patterns efficiently with exact sampling","publication_year":2022,"publication_date":"2022-06-18","ids":{"openalex":"https://openalex.org/W4283071360","doi":"https://doi.org/10.1007/s10618-022-00848-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-022-00848-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-022-00848-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","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/A5001762597","display_name":"Steedman Jenkins","orcid":null},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Steedman Jenkins","raw_affiliation_strings":["Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073959071","display_name":"Stefan Walzer-Goldfeld","orcid":null},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Walzer-Goldfeld","raw_affiliation_strings":["Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021368473","display_name":"Matteo Riondato","orcid":"https://orcid.org/0000-0003-2523-4420"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matteo Riondato","raw_affiliation_strings":["Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2523-4420","affiliations":[{"raw_affiliation_string":"Dept.\u00a0of Computer Science, Amherst College, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001762597"],"corresponding_institution_ids":["https://openalex.org/I177605424"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.1045,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.95658455,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"36","issue":"4","first_page":"1575","last_page":"1599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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":1.0,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9873999953269958,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9840999841690063,"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/null","display_name":"Null (SQL)","score":0.915427565574646},{"id":"https://openalex.org/keywords/null-model","display_name":"Null model","score":0.6280323266983032},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6199262142181396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6036534905433655},{"id":"https://openalex.org/keywords/null-hypothesis","display_name":"Null hypothesis","score":0.6025620698928833},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5265700817108154},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5067217946052551},{"id":"https://openalex.org/keywords/sequential-sampling","display_name":"Sequential sampling","score":0.44394975900650024},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41288843750953674},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3761955797672272},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2898722290992737}],"concepts":[{"id":"https://openalex.org/C203763787","wikidata":"https://www.wikidata.org/wiki/Q371029","display_name":"Null (SQL)","level":2,"score":0.915427565574646},{"id":"https://openalex.org/C36382193","wikidata":"https://www.wikidata.org/wiki/Q7068966","display_name":"Null model","level":2,"score":0.6280323266983032},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6199262142181396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6036534905433655},{"id":"https://openalex.org/C191988596","wikidata":"https://www.wikidata.org/wiki/Q628374","display_name":"Null hypothesis","level":2,"score":0.6025620698928833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5265700817108154},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5067217946052551},{"id":"https://openalex.org/C2984391234","wikidata":"https://www.wikidata.org/wiki/Q195771","display_name":"Sequential sampling","level":3,"score":0.44394975900650024},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41288843750953674},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3761955797672272},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2898722290992737},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-022-00848-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-022-00848-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1268896533","display_name":null,"funder_award_id":"2006765","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"}],"funders":[{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W294422404","https://openalex.org/W1595769679","https://openalex.org/W1771395304","https://openalex.org/W1800739094","https://openalex.org/W1926751278","https://openalex.org/W1967241521","https://openalex.org/W1977368361","https://openalex.org/W1978036582","https://openalex.org/W2023600785","https://openalex.org/W2065163799","https://openalex.org/W2096126105","https://openalex.org/W2103175056","https://openalex.org/W2158454296","https://openalex.org/W2168196587","https://openalex.org/W2171666258","https://openalex.org/W2185058606","https://openalex.org/W2272376083","https://openalex.org/W2754504587","https://openalex.org/W2802178212","https://openalex.org/W2885549115","https://openalex.org/W2899702797","https://openalex.org/W2908113893","https://openalex.org/W2910563713","https://openalex.org/W2950421339","https://openalex.org/W2964277278","https://openalex.org/W2965505261","https://openalex.org/W3004139501","https://openalex.org/W3034606263","https://openalex.org/W3103529187","https://openalex.org/W3196603935","https://openalex.org/W4231916799","https://openalex.org/W6819780899"],"related_works":["https://openalex.org/W4306992803","https://openalex.org/W2979681497","https://openalex.org/W2378195143","https://openalex.org/W4306992794","https://openalex.org/W4306992806","https://openalex.org/W2590542766","https://openalex.org/W4239137652","https://openalex.org/W1999826675","https://openalex.org/W4306992821","https://openalex.org/W4283071360"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}