{"id":"https://openalex.org/W2803408243","doi":"https://doi.org/10.1007/978-3-319-91379-7_3","title":"An Efficient Approximation of Concept Stability Using Low-Discrepancy Sampling","display_name":"An Efficient Approximation of Concept Stability Using Low-Discrepancy Sampling","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2803408243","doi":"https://doi.org/10.1007/978-3-319-91379-7_3","mag":"2803408243"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91379-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91379-7_3","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":"book-chapter","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/A5016924854","display_name":"Mohamed Hamza Ibrahim","orcid":"https://orcid.org/0000-0002-0604-2709"},"institutions":[{"id":"https://openalex.org/I33217400","display_name":"Universit\u00e9 du Qu\u00e9bec en Outaouais","ror":"https://ror.org/011pqxa69","country_code":"CA","type":"education","lineage":["https://openalex.org/I33217400","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed-Hamza Ibrahim","raw_affiliation_strings":["D\u00e9partement d\u2019informatique et d\u2019ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","D\u00e9partement d'informatique et d'ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement d\u2019informatique et d\u2019ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","institution_ids":["https://openalex.org/I33217400"]},{"raw_affiliation_string":"D\u00e9partement d'informatique et d'ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","institution_ids":["https://openalex.org/I33217400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028335166","display_name":"Rokia Missaoui","orcid":"https://orcid.org/0000-0001-7410-4177"},"institutions":[{"id":"https://openalex.org/I33217400","display_name":"Universit\u00e9 du Qu\u00e9bec en Outaouais","ror":"https://ror.org/011pqxa69","country_code":"CA","type":"education","lineage":["https://openalex.org/I33217400","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rokia Missaoui","raw_affiliation_strings":["D\u00e9partement d\u2019informatique et d\u2019ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","D\u00e9partement d'informatique et d'ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement d\u2019informatique et d\u2019ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","institution_ids":["https://openalex.org/I33217400"]},{"raw_affiliation_string":"D\u00e9partement d'informatique et d'ing\u00e9nierie, Universit\u00e9 du Qu\u00e9bec en Outaouais, 101, rue St-Jean Bosco, Gatineau, Qu\u00e9bec, J8X 3X7, Canada","institution_ids":["https://openalex.org/I33217400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33217400"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4954,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64040477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9894000291824341,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.758720874786377},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6913111805915833},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6173858046531677},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6028000116348267},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5911164879798889},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5119048357009888},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.50968337059021},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49108338356018066},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.48551177978515625},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.45986059308052063},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4284970462322235},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.4202573001384735},{"id":"https://openalex.org/keywords/randomized-algorithm","display_name":"Randomized algorithm","score":0.41875913739204407},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41164088249206543},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4096282720565796},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.34975743293762207},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21292227506637573},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14879125356674194},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08958795666694641}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.758720874786377},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6913111805915833},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6173858046531677},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6028000116348267},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5911164879798889},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5119048357009888},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.50968337059021},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49108338356018066},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.48551177978515625},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.45986059308052063},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4284970462322235},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.4202573001384735},{"id":"https://openalex.org/C128669082","wikidata":"https://www.wikidata.org/wiki/Q583461","display_name":"Randomized algorithm","level":2,"score":0.41875913739204407},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41164088249206543},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4096282720565796},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.34975743293762207},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21292227506637573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14879125356674194},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08958795666694641},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91379-7_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91379-7_3","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W65765243","https://openalex.org/W87152119","https://openalex.org/W148682849","https://openalex.org/W1503729935","https://openalex.org/W1570806034","https://openalex.org/W1607458528","https://openalex.org/W1867371532","https://openalex.org/W1985469252","https://openalex.org/W2028990565","https://openalex.org/W2031794121","https://openalex.org/W2043419861","https://openalex.org/W2076681974","https://openalex.org/W2085784462","https://openalex.org/W2106371955","https://openalex.org/W2122547182","https://openalex.org/W2122559613","https://openalex.org/W2143642663","https://openalex.org/W2151084831","https://openalex.org/W2236555973","https://openalex.org/W2296361263","https://openalex.org/W2304368544","https://openalex.org/W2504602122","https://openalex.org/W4249832485","https://openalex.org/W4255318870","https://openalex.org/W4300580367"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2742914308","https://openalex.org/W2330004501","https://openalex.org/W2017089693","https://openalex.org/W2703295919"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}