{"id":"https://openalex.org/W3212606176","doi":"https://doi.org/10.1109/icws53863.2021.00053","title":"Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach","display_name":"Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3212606176","doi":"https://doi.org/10.1109/icws53863.2021.00053","mag":"3212606176"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icws53863.2021.00053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5088816323","display_name":"Sofien Boutaib","orcid":"https://orcid.org/0000-0001-5238-3902"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sofien Boutaib","raw_affiliation_strings":["SMART lab, University of Tunis, ISG, Tunisia"],"affiliations":[{"raw_affiliation_string":"SMART lab, University of Tunis, ISG, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050164797","display_name":"Maha Elarbi","orcid":"https://orcid.org/0000-0002-7220-9474"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Maha Elarbi","raw_affiliation_strings":["SMART lab, University of Tunis, ISG, Tunisia"],"affiliations":[{"raw_affiliation_string":"SMART lab, University of Tunis, ISG, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080575230","display_name":"Slim Bechikh","orcid":"https://orcid.org/0000-0003-1378-7415"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Slim Bechikh","raw_affiliation_strings":["SMART lab, University of Tunis, ISG, Tunisia"],"affiliations":[{"raw_affiliation_string":"SMART lab, University of Tunis, ISG, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087414924","display_name":"Mohamed Makhlouf","orcid":"https://orcid.org/0000-0001-8761-9620"},"institutions":[{"id":"https://openalex.org/I51205905","display_name":"Kedge Business School","ror":"https://ror.org/00wk3s644","country_code":"FR","type":"education","lineage":["https://openalex.org/I51205905"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Makhlouf","raw_affiliation_strings":["Kedge Business School, France"],"affiliations":[{"raw_affiliation_string":"Kedge Business School, France","institution_ids":["https://openalex.org/I51205905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028612749","display_name":"Lamjed Ben Sa\u00efd","orcid":"https://orcid.org/0000-0001-9225-884X"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Lamjed Ben Said","raw_affiliation_strings":["SMART lab, University of Tunis, ISG, Tunisia"],"affiliations":[{"raw_affiliation_string":"SMART lab, University of Tunis, ISG, Tunisia","institution_ids":["https://openalex.org/I108714496"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.204,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.357528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":57,"max":67},"biblio":{"volume":null,"issue":null,"first_page":"347","last_page":"357"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Techniques and Applications","score":0.9979,"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 Techniques and Applications","score":0.9979,"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/T12761","display_name":"Adaptation to Concept Drift in Data Streams","score":0.9963,"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/T11652","display_name":"Handling Imbalanced Data in Classification Problems","score":0.9924,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.55967927},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change Detection","score":0.558838},{"id":"https://openalex.org/keywords/knowledge-discovery","display_name":"Knowledge Discovery","score":0.507294},{"id":"https://openalex.org/keywords/cost-sensitive-learning","display_name":"Cost-Sensitive Learning","score":0.504669},{"id":"https://openalex.org/keywords/uncertain-data","display_name":"Uncertain data","score":0.43395218}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7665168},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.61734885},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.57867837},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.55967927},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48869208},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45805395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45553446},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44828334},{"id":"https://openalex.org/C2778865114","wikidata":"https://www.wikidata.org/wiki/Q7882489","display_name":"Uncertain data","level":2,"score":0.43395218},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42207795},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15281904},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icws53863.2021.00053","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W1498579448","https://openalex.org/W1576767704","https://openalex.org/W1613273921","https://openalex.org/W162631536","https://openalex.org/W1660390307","https://openalex.org/W1817561967","https://openalex.org/W1965335252","https://openalex.org/W2013916093","https://openalex.org/W2022637272","https://openalex.org/W2026804661","https://openalex.org/W2066843515","https://openalex.org/W2067525658","https://openalex.org/W2082329499","https://openalex.org/W2092013679","https://openalex.org/W2096059947","https://openalex.org/W2117079761","https://openalex.org/W2132366653","https://openalex.org/W2156094048","https://openalex.org/W225560312","https://openalex.org/W2312704740","https://openalex.org/W2505066076","https://openalex.org/W2574841074","https://openalex.org/W2615737084","https://openalex.org/W2733595416","https://openalex.org/W2755823703","https://openalex.org/W2797148637","https://openalex.org/W2809466439","https://openalex.org/W2893282316","https://openalex.org/W2912565176","https://openalex.org/W2995028507","https://openalex.org/W2999693235","https://openalex.org/W2999998384","https://openalex.org/W3010942572","https://openalex.org/W3027674819","https://openalex.org/W3089663901","https://openalex.org/W3135964126","https://openalex.org/W4211007335","https://openalex.org/W4251988601","https://openalex.org/W4255833381","https://openalex.org/W4301347335","https://openalex.org/W55620472","https://openalex.org/W69231701"],"related_works":["https://openalex.org/W3123203398","https://openalex.org/W2898732673","https://openalex.org/W2765200542","https://openalex.org/W2466435674","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W2187922804","https://openalex.org/W2113053869","https://openalex.org/W2033687484","https://openalex.org/W1972473893"],"abstract_inverted_index":{"Like":[0],"the":[1,15,23,48,61,71,93,97,128,132,140],"case":[2],"of":[3,17,50,63,96,142],"any":[4],"software,":[5],"Web":[6,113],"Services":[7,114],"(WSs)":[8],"developers":[9],"could":[10,57],"introduce":[11],"anti-patterns":[12],"due":[13],"to":[14,37,82],"lack":[16],"experience":[18],"and":[19,92,117],"badly-planned":[20],"changes.":[21],"During":[22],"last":[24],"decade,":[25],"search-based":[26],"approaches":[27,34,44],"have":[28],"shown":[29],"their":[30,38],"outperformance":[31],"over":[32],"other":[33],"mainly":[35],"thanks":[36],"global":[39],"search":[40],"ability.":[41],"Unfortunately,":[42],"these":[43],"do":[45],"not":[46],"consider":[47],"uncertainty":[49,129],"class":[51],"labels.":[52,87],"In":[53],"fact,":[54],"two":[55],"experts":[56],"be":[58],"uncertain":[59,78,103],"about":[60,70],"smelliness":[62],"a":[64,107],"particular":[65],"WS":[66],"interface":[67],"but":[68],"also":[69],"smell":[72],"type.":[73],"Currently,":[74],"existing":[75],"works":[76],"reject":[77],"data":[79],"that":[80],"correspond":[81],"WSs":[83],"interfaces":[84],"with":[85,127],"doubtful":[86],"Motivated":[88],"by":[89],"this":[90],"observation":[91],"good":[94],"performance":[95],"possibilistic":[98],"K-NN":[99],"classifier":[100],"in":[101],"handling":[102],"data,":[104],"we":[105],"propose":[106],"new":[108],"evolutionary":[109],"detection":[110],"approach,":[111],"named":[112],"Anti-patterns":[115],"Detection":[116],"Identification":[118],"using":[119],"Possibilistic":[120],"Optimized":[121],"K-NNs":[122],"(WS-ADIPOK),":[123],"which":[124],"can":[125],"cope":[126],"based":[130],"on":[131],"Possibility":[133],"Theory.":[134],"The":[135],"obtained":[136],"experimental":[137],"results":[138],"reveal":[139],"merits":[141],"our":[143],"proposal":[144],"regarding":[145],"four":[146],"relevant":[147],"state-of-the-art":[148],"approaches.":[149]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3212606176","counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2024-11-28T18:17:18.223019","created_date":"2021-11-22"}
