{"id":"https://openalex.org/W2132511082","doi":"https://doi.org/10.1109/icat.2009.5348419","title":"Data mining techniques and SAS as a tool for graphical presentation of principal components analysis and disjoint cluster analysis results","display_name":"Data mining techniques and SAS as a tool for graphical presentation of principal components analysis and disjoint cluster analysis results","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2132511082","doi":"https://doi.org/10.1109/icat.2009.5348419","mag":"2132511082"},"language":"en","primary_location":{"id":"doi:10.1109/icat.2009.5348419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icat.2009.5348419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 XXII International Symposium on Information, Communication and Automation Technologies","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/A5060498315","display_name":"Emir Slanjankic","orcid":null},"institutions":[{"id":"https://openalex.org/I2765191542","display_name":"Dzemal Bijedic University of Mostar","ror":"https://ror.org/00ey4b732","country_code":"BA","type":"education","lineage":["https://openalex.org/I2765191542"]}],"countries":["BA"],"is_corresponding":true,"raw_author_name":"Emir Slanjankic","raw_affiliation_strings":["Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I2765191542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064120177","display_name":"Haris Balta","orcid":null},"institutions":[{"id":"https://openalex.org/I2765191542","display_name":"Dzemal Bijedic University of Mostar","ror":"https://ror.org/00ey4b732","country_code":"BA","type":"education","lineage":["https://openalex.org/I2765191542"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Haris Balta","raw_affiliation_strings":["Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I2765191542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031976434","display_name":"Adil Joldi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I2765191542","display_name":"Dzemal Bijedic University of Mostar","ror":"https://ror.org/00ey4b732","country_code":"BA","type":"education","lineage":["https://openalex.org/I2765191542"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Adil Joldic","raw_affiliation_strings":["Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I2765191542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080063762","display_name":"Alsa Cvitkovic","orcid":null},"institutions":[{"id":"https://openalex.org/I2765191542","display_name":"Dzemal Bijedic University of Mostar","ror":"https://ror.org/00ey4b732","country_code":"BA","type":"education","lineage":["https://openalex.org/I2765191542"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Alsa Cvitkovic","raw_affiliation_strings":["Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I2765191542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052849091","display_name":"Djenan Heric","orcid":null},"institutions":[{"id":"https://openalex.org/I2765191542","display_name":"Dzemal Bijedic University of Mostar","ror":"https://ror.org/00ey4b732","country_code":"BA","type":"education","lineage":["https://openalex.org/I2765191542"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Djenan Heric","raw_affiliation_strings":["Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technologies, University Dzemal Bijedic, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I2765191542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006842773","display_name":"Emir Veledar","orcid":"https://orcid.org/0000-0002-3831-5433"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emir Veledar","raw_affiliation_strings":["School of Medicine, Emory University, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Emory University, Atlanta, USA","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060498315"],"corresponding_institution_ids":["https://openalex.org/I2765191542"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.16594238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"243","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9991000294685364,"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":0.9991000294685364,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9886999726295471,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9656999707221985,"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/automatic-summarization","display_name":"Automatic summarization","score":0.8895835876464844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8032015562057495},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7230885624885559},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7161868214607239},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.6565184593200684},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6024430990219116},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5930535793304443},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4791273772716522},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4724937975406647},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34021177887916565},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32042890787124634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08157414197921753}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8895835876464844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8032015562057495},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7230885624885559},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7161868214607239},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.6565184593200684},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6024430990219116},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5930535793304443},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4791273772716522},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4724937975406647},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34021177887916565},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32042890787124634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08157414197921753},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icat.2009.5348419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icat.2009.5348419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 XXII International Symposium on Information, Communication and Automation Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W9200278","https://openalex.org/W1522720263","https://openalex.org/W1522847989","https://openalex.org/W1530010412","https://openalex.org/W1636451912","https://openalex.org/W1965651956","https://openalex.org/W2112546215","https://openalex.org/W2340020088","https://openalex.org/W4298364338","https://openalex.org/W6631192567"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Complexity":[0],"of":[1,82],"data":[2,5,34,68],"analysis":[3,23,28],"in":[4],"mining":[6,69],"often":[7],"makes":[8],"results":[9],"difficult":[10],"to":[11,57,90,94],"interpret.":[12],"This":[13,84],"problem":[14],"could":[15],"be":[16],"solved":[17],"using":[18],"various":[19],"approaches.":[20],"Principal":[21],"component":[22],"(PCA)":[24],"and":[25,36,42,54],"disjoint":[26],"cluster":[27],"(DCA)":[29],"are":[30],"methods":[31],"used":[32,65],"for":[33,71,77],"reduction":[35],"summarization.":[37],"In":[38],"this":[39,73],"paper,":[40],"PCA":[41],"DCA":[43],"were":[44],"applied":[45],"on":[46],"dataset":[47],"example":[48],"containing":[49],"information":[50],"about":[51],"students'":[52],"courses":[53],"time":[55],"necessary":[56],"pass":[58],"related":[59],"exams.":[60],"The":[61],"SAS":[62],"software":[63],"was":[64],"as":[66],"a":[67],"tool":[70],"performing":[72],"analysis.":[74],"Another":[75],"approach":[76],"better":[78],"interpretation":[79],"is":[80],"visualization":[81],"results.":[83,96],"means":[85],"showing":[86],"important":[87],"attributes":[88],"visually":[89],"aid":[91],"informal":[92],"users":[93],"interpret":[95]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
