{"id":"https://openalex.org/W1991830174","doi":"https://doi.org/10.1109/saner.2015.7081853","title":"A search-based approach to multi-view clustering of software systems","display_name":"A search-based approach to multi-view clustering of software systems","publication_year":2015,"publication_date":"2015-03-01","ids":{"openalex":"https://openalex.org/W1991830174","doi":"https://doi.org/10.1109/saner.2015.7081853","mag":"1991830174"},"language":"en","primary_location":{"id":"doi:10.1109/saner.2015.7081853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2015.7081853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 22nd International Conference on Software Analysis, Evolution, and Reengineering (SANER)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.library.uu.nl/handle/1874/310170","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076881968","display_name":"Amir Saeidi","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amir M. Saeidi","raw_affiliation_strings":["Department of Information and Computing Sciences, Utrecht University, The Netherlands","[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computing Sciences, Utrecht University, The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101615144","display_name":"Jurriaan Hage","orcid":"https://orcid.org/0000-0002-3580-6069"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jurriaan Hage","raw_affiliation_strings":["Department of Information and Computing Sciences, Utrecht University, The Netherlands","[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computing Sciences, Utrecht University, The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039434735","display_name":"Ravi Khadka","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ravi Khadka","raw_affiliation_strings":["Department of Information and Computing Sciences, Utrecht University, The Netherlands","[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computing Sciences, Utrecht University, The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018641262","display_name":"Slinger Jansen","orcid":"https://orcid.org/0000-0003-3752-2868"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Slinger Jansen","raw_affiliation_strings":["Department of Information and Computing Sciences, Utrecht University, The Netherlands","[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computing Sciences, Utrecht University, The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193662353"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"49","issue":null,"first_page":"429","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","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/T10260","display_name":"Software Engineering Research","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/T12127","display_name":"Software System Performance and Reliability","score":0.9980999827384949,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.800727903842926},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7454166412353516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5878412127494812},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.5667139291763306},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.46669796109199524},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43700164556503296},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4158886671066284},{"id":"https://openalex.org/keywords/brown-clustering","display_name":"Brown clustering","score":0.4132290184497833},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4109342694282532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3327638506889343},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.31707534193992615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31644147634506226},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.31398749351501465},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16535568237304688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800727903842926},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7454166412353516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5878412127494812},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.5667139291763306},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.46669796109199524},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43700164556503296},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4158886671066284},{"id":"https://openalex.org/C167984511","wikidata":"https://www.wikidata.org/wiki/Q17003931","display_name":"Brown clustering","level":5,"score":0.4132290184497833},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4109342694282532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3327638506889343},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.31707534193992615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31644147634506226},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.31398749351501465},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16535568237304688}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/saner.2015.7081853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner.2015.7081853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 22nd International Conference on Software Analysis, Evolution, and Reengineering (SANER)","raw_type":"proceedings-article"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/310170","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/310170","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Conference on Software Analysis, Evolution, and Re-engineering","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/310170","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/310170","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Conference on Software Analysis, Evolution, and Re-engineering","raw_type":"info:eu-repo/semantics/bookpart"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4099999964237213,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1914987135","https://openalex.org/W1934704424","https://openalex.org/W1975790660","https://openalex.org/W1988643845","https://openalex.org/W2040546065","https://openalex.org/W2045873739","https://openalex.org/W2056820901","https://openalex.org/W2066741724","https://openalex.org/W2068382122","https://openalex.org/W2083376686","https://openalex.org/W2109144580","https://openalex.org/W2111540240","https://openalex.org/W2111643214","https://openalex.org/W2119178216","https://openalex.org/W2128118869","https://openalex.org/W2131153512","https://openalex.org/W2133662847","https://openalex.org/W2133731789","https://openalex.org/W2136294183","https://openalex.org/W2138339382","https://openalex.org/W2144014048","https://openalex.org/W2144282912","https://openalex.org/W2147152072","https://openalex.org/W2151781530","https://openalex.org/W2159721485","https://openalex.org/W2167809408","https://openalex.org/W3139727396","https://openalex.org/W4213432894","https://openalex.org/W4230684117","https://openalex.org/W4241755296","https://openalex.org/W4252846206","https://openalex.org/W4300810260","https://openalex.org/W6681552866"],"related_works":["https://openalex.org/W2160785859","https://openalex.org/W2622412490","https://openalex.org/W1981213098","https://openalex.org/W2087424554","https://openalex.org/W2385630304","https://openalex.org/W3140018618","https://openalex.org/W2367205823","https://openalex.org/W2353797829","https://openalex.org/W2384052049","https://openalex.org/W4220814143"],"abstract_inverted_index":{"Unsupervised":[0],"software":[1,10,34,95,178],"clustering":[2,94,141,205],"is":[3],"the":[4,9,20,23,27,33,45,50,56,60,66,78,82,104,108,112,118,122,137,162],"problem":[5],"of":[6,22,39,59,68,81,103,139,156,176,189],"automatically":[7],"decomposing":[8],"system":[11],"into":[12,36,158],"meaningful":[13],"units.":[14],"Some":[15],"approaches":[16,145,182],"solely":[17],"rely":[18],"on":[19,44,152,185,201],"structure":[21],"system,":[24,105,123],"such":[25,106],"as":[26,107,115,117],"module":[28],"dependency":[29],"graph,":[30],"to":[31,54,72,77,93,124,136,146,167,206,211],"decompose":[32],"systems":[35,70,96],"cohesive":[37],"groups":[38],"modules.":[40],"Other":[41],"techniques":[42,64,199],"focus":[43],"informal":[46],"knowledge":[47,99,109],"hidden":[48],"within":[49,111,121],"source":[51,113,193],"code":[52,114],"itself":[53],"retrieve":[55],"modular":[57],"architecture":[58,80],"system.":[61,83],"However":[62],"both":[63],"in":[65],"case":[67],"large":[69],"fail":[71],"produce":[73,125],"decompositions":[74],"that":[75],"correspond":[76],"actual":[79],"To":[84],"overcome":[85],"this":[86,129,148],"problem,":[87,149],"we":[88,131,196],"propose":[89,197],"a":[90,126,133,153,159,164,174,186,213],"novel":[91],"approach":[92,135,166,172],"by":[97],"incorporating":[98],"from":[100],"different":[101,208],"viewpoints":[102],"embedded":[110],"well":[116],"structural":[119],"dependencies":[120],"clustering.":[127,168],"In":[128],"setting,":[130],"adopt":[132],"search-based":[134],"encoding":[138],"multi-view":[140],"and":[142,203,218],"investigate":[143],"two":[144,181,198],"tackle":[147],"one":[150],"based":[151,200],"linear":[154],"combination":[155],"objectives":[157],"single":[160,214],"objective,":[161],"other":[163],"multi-objective":[165,219],"We":[169],"evaluate":[170],"our":[171],"against":[173],"set":[175],"substantial":[177],"systems.":[179],"The":[180],"are":[183],"evaluated":[184],"dataset":[187],"comprising":[188],"10":[190],"Java":[191],"open":[192],"projects.":[194],"Finally,":[195],"interpolation":[202],"hierarchical":[204],"combine":[207],"results":[209],"obtained":[210],"yield":[212],"result":[215],"for":[216],"single-objective":[217],"encodings,":[220],"respectively.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
