{"id":"https://openalex.org/W2034176623","doi":"https://doi.org/10.1109/iccitechnology.2013.6579525","title":"Isolating failing test cases: A comparative experimental study of clustering techniques","display_name":"Isolating failing test cases: A comparative experimental study of clustering techniques","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2034176623","doi":"https://doi.org/10.1109/iccitechnology.2013.6579525","mag":"2034176623"},"language":"en","primary_location":{"id":"doi:10.1109/iccitechnology.2013.6579525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccitechnology.2013.6579525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Third International Conference on Communications and Information Technology (ICCIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078870260","display_name":"Joan Farjo","orcid":null},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Joan Farjo","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031393207","display_name":"Wes Masri","orcid":"https://orcid.org/0000-0002-5295-4434"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Wes Masri","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088085383","display_name":"Hazem Hajj","orcid":"https://orcid.org/0000-0002-9954-7924"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hazem Hajj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, American University of Beirut, Beirut, Lebanon","institution_ids":["https://openalex.org/I98635879"]},{"raw_affiliation_string":"[Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Beirut, Lebanon]","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98635879"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"51","issue":null,"first_page":"73","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7934093475341797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7261983156204224},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6942601203918457},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6365843415260315},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5307208299636841},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.48297014832496643},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.46970435976982117},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.45759376883506775},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.45452582836151123},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4490889608860016},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44487234950065613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3531874418258667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31292539834976196},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.10529303550720215},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08620989322662354}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7934093475341797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7261983156204224},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6942601203918457},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6365843415260315},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5307208299636841},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.48297014832496643},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.46970435976982117},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.45759376883506775},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.45452582836151123},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4490889608860016},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44487234950065613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3531874418258667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31292539834976196},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.10529303550720215},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08620989322662354},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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:10.1109/iccitechnology.2013.6579525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccitechnology.2013.6579525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Third International Conference on Communications and Information Technology (ICCIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W163074494","https://openalex.org/W208128215","https://openalex.org/W1501500081","https://openalex.org/W1572075820","https://openalex.org/W1673310716","https://openalex.org/W1970297952","https://openalex.org/W1979868167","https://openalex.org/W1983095796","https://openalex.org/W1984832305","https://openalex.org/W2006533296","https://openalex.org/W2013296707","https://openalex.org/W2041862806","https://openalex.org/W2046747375","https://openalex.org/W2064795874","https://openalex.org/W2083491752","https://openalex.org/W2088604607","https://openalex.org/W2088698696","https://openalex.org/W2096769539","https://openalex.org/W2096905893","https://openalex.org/W2123218263","https://openalex.org/W2123509976","https://openalex.org/W2125742596","https://openalex.org/W2129066856","https://openalex.org/W2137522044","https://openalex.org/W2140131129","https://openalex.org/W2140931828","https://openalex.org/W2156618683","https://openalex.org/W2168654349","https://openalex.org/W2188679318","https://openalex.org/W2295884465","https://openalex.org/W4249566808","https://openalex.org/W4252835114","https://openalex.org/W4254296432","https://openalex.org/W6629971530","https://openalex.org/W6637131181","https://openalex.org/W6678414873","https://openalex.org/W6686843615","https://openalex.org/W6697684716"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W3159414774","https://openalex.org/W4385728102","https://openalex.org/W4231226332"],"abstract_inverted_index":{"Researchers":[0],"have":[1],"applied":[2],"cluster":[3],"analysis":[4],"onto":[5],"execution":[6],"profiles":[7],"induced":[8],"by":[9],"test":[10,57,63,76],"cases":[11,77],"in":[12,17,39,44],"order":[13],"to":[14,35,109],"solve":[15],"problems":[16],"the":[18,67,74,79,90,100,104],"area":[19],"of":[20,41,69,89,94,103],"software":[21],"testing":[22],"and":[23,30,61,114,117],"analysis.":[24],"The":[25,82],"employed":[26],"clustering":[27,95],"techniques":[28,38,106],"varied,":[29],"no":[31],"study":[32,83],"was":[33],"conducted":[34],"rate":[36],"these":[37],"terms":[40],"their":[42],"effectiveness":[43],"this":[45],"specific":[46],"domain.":[47],"This":[48],"work":[49],"aims":[50],"at":[51,72],"doing":[52],"so":[53],"experimentally.":[54],"Specifically,":[55],"given":[56],"sets":[58],"comprising":[59],"passing":[60,80],"failing":[62,75],"cases,":[64],"we":[65],"measure":[66],"performance":[68],"each":[70,88],"technique":[71,86],"isolating":[73],"from":[78,87,107],"cases.":[81],"included":[84],"one":[85],"six":[91],"main":[92],"families":[93],"algorithms.":[96],"Our":[97],"results":[98],"suggested":[99],"following":[101],"ranking":[102],"evaluated":[105],"best":[108],"worst:":[110],"DBSCAN,":[111],"K-Means,":[112],"Agglomerative-AGNES":[113],"WaveCluster,":[115],"Fuzzy-FCM,":[116],"K-Subspace.":[118]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
