{"id":"https://openalex.org/W2943361976","doi":"https://doi.org/10.1145/3297280.3297281","title":"An insight into biological datamining based on rarity and correlation as constraints","display_name":"An insight into biological datamining based on rarity and correlation as constraints","publication_year":2019,"publication_date":"2019-04-08","ids":{"openalex":"https://openalex.org/W2943361976","doi":"https://doi.org/10.1145/3297280.3297281","mag":"2943361976"},"language":"en","primary_location":{"id":"doi:10.1145/3297280.3297281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-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/A5060051880","display_name":"Souad Bouasker","orcid":"https://orcid.org/0000-0002-5272-2887"},"institutions":[{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Souad Bouasker","raw_affiliation_strings":["University of Tunis ElManar, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"University of Tunis ElManar, Tunis, Tunisia","institution_ids":["https://openalex.org/I63596082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070511935","display_name":"Sadok Ben Yahia","orcid":"https://orcid.org/0000-0001-8939-8948"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Sadok Ben Yahia","raw_affiliation_strings":["Tallinn University of Technology, Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology, Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013575923","display_name":"Gayo Diallo","orcid":"https://orcid.org/0000-0002-9799-9484"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gayo Diallo","raw_affiliation_strings":["University of Bordeaux, Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"University of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060051880"],"corresponding_institution_ids":["https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.3518,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66647707,"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":"3","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987999796867371,"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":0.9987999796867371,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9660999774932861,"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":0.746189534664154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6856202483177185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6527644991874695},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5592676997184753},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5584810376167297},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5546989440917969},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.527691125869751},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4567400813102722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4539801776409149},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45132768154144287},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4147842526435852},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3566088080406189},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1452837884426117}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.746189534664154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856202483177185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6527644991874695},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5592676997184753},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5584810376167297},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5546989440917969},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.527691125869751},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4567400813102722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4539801776409149},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45132768154144287},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4147842526435852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3566088080406189},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1452837884426117},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3297280.3297281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03209254v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03209254","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/39284","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/39284","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","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":"","raw_type":"Autre communication scientifique (congr\u00e8s sans actes - poster - s\u00e9minaire...)"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/7713","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/7713","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","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":"","raw_type":"Autre communication scientifique (congr\u00e8s sans actes - poster - s\u00e9minaire...)"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4300000071525574,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W364042","https://openalex.org/W17448710","https://openalex.org/W330366760","https://openalex.org/W1669198934","https://openalex.org/W2068383256","https://openalex.org/W2100417212","https://openalex.org/W2122673439","https://openalex.org/W2133111499","https://openalex.org/W2306890891","https://openalex.org/W2396903734","https://openalex.org/W4255318870"],"related_works":["https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858","https://openalex.org/W2793786119","https://openalex.org/W1507702947","https://openalex.org/W1486825289"],"abstract_inverted_index":{"Association-rules":[0],"mining":[1,54],"techniques":[2],"have":[3],"been":[4,91,155],"widely":[5],"applied":[6,92,157],"to":[7,37,82,108],"identify":[8],"differently":[9],"expressed":[10],"gene":[11,120],"expressions":[12],"among":[13],"micro-array":[14],"data.":[15,58,96,122],"Rare":[16],"correlated":[17,69,72,130,148],"patterns":[18,73,131],"are":[19],"identified":[20],"as":[21,74,76],"efficient":[22],"in":[23],"generating":[24],"accurate":[25],"association":[26,117,149],"rules.":[27,150],"To":[28,97],"our":[29],"knowledge,":[30],"no":[31],"any":[32],"algorithm":[33],"which":[34],"is":[35,42],"able":[36],"perform":[38],"this":[39,98],"challenging":[40],"task":[41],"currently":[43],"available.":[44],"Therefore,":[45],"we":[46,100],"designed":[47],"CPMiner,":[48],"a":[49,112,134,159],"new":[50],"generic":[51,113,143],"method":[52,137],"for":[53],"interesting":[55],"correlations":[56],"from":[57,119],"It":[59,123],"performs":[60],"the":[61,64,103,109,128,139,142,146],"extraction":[62,110],"of":[63,66,111,115,141,145],"sets":[65],"both":[67,133],"frequent":[68],"and":[70,87,132,138],"rare":[71,129,147],"well":[75],"their":[77],"associated":[78],"condensed":[79],"representations":[80],"according":[81],"two":[83],"distinct":[84],"measures:":[85],"all-confidence":[86],"bond.":[88],"CPMiner":[89,126],"has":[90,154],"on":[93,125,158],"processing":[94],"biological":[95],"end":[99],"developed":[101],"CoRaM,":[102],"first":[104],"unified":[105],"framework":[106],"dedicated":[107],"basis":[114,144],"Correlated-Rare":[116],"rules":[118],"expression":[121],"relies":[124],"extracting":[127],"specific":[135],"discretization":[136],"derivation":[140],"Our":[151],"proposed":[152],"approach":[153],"successfully":[156],"breast-cancer":[160],"Gene":[161],"Expression":[162],"Matrix":[163],"(GSE1379)":[164],"with":[165],"very":[166],"promising":[167],"results.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
