{"id":"https://openalex.org/W3000682063","doi":"https://doi.org/10.1145/3372938.3373007","title":"Parallel Implementation and Performance Evaluation of some Supervised Clustering Algorithms for MRI Images Segmentation","display_name":"Parallel Implementation and Performance Evaluation of some Supervised Clustering Algorithms for MRI Images Segmentation","publication_year":2019,"publication_date":"2019-10-23","ids":{"openalex":"https://openalex.org/W3000682063","doi":"https://doi.org/10.1145/3372938.3373007","mag":"3000682063"},"language":"en","primary_location":{"id":"doi:10.1145/3372938.3373007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372938.3373007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Big Data and Internet of Things","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/A5061891602","display_name":"Noureddine Ait Ali","orcid":"https://orcid.org/0000-0002-7058-7279"},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Noureddine Ait Ali","raw_affiliation_strings":["SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco"],"affiliations":[{"raw_affiliation_string":"SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco","institution_ids":["https://openalex.org/I4210121980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028393414","display_name":"Bouchaib Cherradi","orcid":"https://orcid.org/0000-0002-2016-8682"},"institutions":[{"id":"https://openalex.org/I4387155678","display_name":"Centre R\u00e9gional des M\u00e9tiers de l'\u00c9ducation et de la Formation Casablanca-Settat","ror":"https://ror.org/02sct0170","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155678"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Bouchaib Cherradi","raw_affiliation_strings":["STIE Team, CRMEF Casablanca-Settat, S. P. El Jadida, Morocco"],"affiliations":[{"raw_affiliation_string":"STIE Team, CRMEF Casablanca-Settat, S. P. El Jadida, Morocco","institution_ids":["https://openalex.org/I4387155678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107410153","display_name":"Ahmed El Abbassi","orcid":"https://orcid.org/0000-0002-1149-0215"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed El Abbassi","raw_affiliation_strings":["EPIM laboratory, FST, UMI Errachidia, Morocco"],"affiliations":[{"raw_affiliation_string":"EPIM laboratory, FST, UMI Errachidia, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031916963","display_name":"Omar Bouattane","orcid":"https://orcid.org/0000-0002-1207-2779"},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Omar Bouattane","raw_affiliation_strings":["SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco"],"affiliations":[{"raw_affiliation_string":"SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco","institution_ids":["https://openalex.org/I4210121980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044834421","display_name":"Mohamed Youssfi","orcid":"https://orcid.org/0000-0003-2842-9880"},"institutions":[{"id":"https://openalex.org/I4210121980","display_name":"\u00c9cole Normale Sup\u00e9rieure de l'Enseignement Technique de Mohammedia","ror":"https://ror.org/035pp4j25","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210121980"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Youssfi","raw_affiliation_strings":["SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco"],"affiliations":[{"raw_affiliation_string":"SSDIA Laboratory, ENSET, UH2C, Mohammedia Morocco","institution_ids":["https://openalex.org/I4210121980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061891602"],"corresponding_institution_ids":["https://openalex.org/I4210121980"],"apc_list":null,"apc_paid":null,"fwci":0.4049,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6678487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"30","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8626247048377991},{"id":"https://openalex.org/keywords/massively-parallel","display_name":"Massively parallel","score":0.6292374134063721},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5944986343383789},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.587794303894043},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.58584064245224},{"id":"https://openalex.org/keywords/microprocessor","display_name":"Microprocessor","score":0.5012826919555664},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4545728862285614},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.43380579352378845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3822256624698639},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3601554036140442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30461937189102173},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.24635130167007446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8626247048377991},{"id":"https://openalex.org/C190475519","wikidata":"https://www.wikidata.org/wiki/Q544384","display_name":"Massively parallel","level":2,"score":0.6292374134063721},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5944986343383789},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.587794303894043},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.58584064245224},{"id":"https://openalex.org/C2780728072","wikidata":"https://www.wikidata.org/wiki/Q5297","display_name":"Microprocessor","level":2,"score":0.5012826919555664},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4545728862285614},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.43380579352378845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3822256624698639},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3601554036140442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30461937189102173},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.24635130167007446},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3372938.3373007","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3372938.3373007","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Big Data and Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W197505830","https://openalex.org/W1526643871","https://openalex.org/W1859172561","https://openalex.org/W1973880112","https://openalex.org/W1990094068","https://openalex.org/W2112239035","https://openalex.org/W2113076747","https://openalex.org/W2115242586","https://openalex.org/W2127143953","https://openalex.org/W2181504377","https://openalex.org/W2198804053","https://openalex.org/W2335163368","https://openalex.org/W2509773429","https://openalex.org/W2538521643","https://openalex.org/W2569164328","https://openalex.org/W2782054502","https://openalex.org/W2927010514","https://openalex.org/W4236072028","https://openalex.org/W4380488575","https://openalex.org/W4400445037","https://openalex.org/W6636468958"],"related_works":["https://openalex.org/W39373273","https://openalex.org/W2098026815","https://openalex.org/W2390545901","https://openalex.org/W2351709090","https://openalex.org/W2735012529","https://openalex.org/W2732121450","https://openalex.org/W1619273082","https://openalex.org/W1604566864","https://openalex.org/W4234690636","https://openalex.org/W1513638945"],"abstract_inverted_index":{"Given":[0],"the":[1,5,11,14,50,54,57,85,88,99,124],"continuous":[2],"increase":[3],"of":[4,37,49,56,87,101,120,130,140,144,158],"data":[6,38],"size":[7],"to":[8,66,71,122],"be":[9],"processed,":[10],"need":[12],"for":[13,106,109],"information":[15],"manipulation'":[16],"speed":[17],"(acquisition,":[18],"processing,":[19],"and":[20,41,53,149,160],"analysis)":[21],"has":[22,153],"become":[23],"increasingly":[24],"necessary":[25],"in":[26,39,47,60,156],"many":[27],"areas.":[28],"In":[29,134],"brain":[30],"imaging,":[31],"diagnostic":[32],"systems":[33],"provide":[34],"large":[35],"amounts":[36],"2D":[40],"3D":[42],"with":[43],"different":[44],"modalities.":[45],"Nevertheless,":[46],"front":[48],"technological":[51],"limitation":[52],"development":[55],"microprocessors":[58],"speed,":[59],"recent":[61],"years,":[62],"researchers":[63,113],"have":[64],"moved":[65],"parallelism":[67],"as":[68],"an":[69],"alternative":[70],"design":[72],"algorithms":[73],"running":[74],"on":[75],"distributed":[76],"systems,":[77],"computing":[78],"grids":[79],"or":[80],"massively":[81],"parallel":[82,142],"systems.":[83],"With":[84],"advent":[86],"GP-GPU":[89],"concept":[90],"(General":[91],"Purpose":[92],"-":[93],"Graphical":[94],"Processing":[95],"Unit),":[96],"which":[97],"means":[98],"use":[100,119],"graphic":[102,107],"cards":[103],"(originally":[104],"designed":[105],"rendering)":[108],"general":[110],"computing,":[111],"several":[112],"are":[114],"oriented":[115],"towards":[116],"this":[117,135],"new":[118],"GPUs":[121],"dispense":[123],"microprocessor":[125],"CPUs":[126],"expensive":[127],"treatment":[128],"portions":[129],"their":[131],"sequential":[132],"algorithms.":[133],"paper":[136],"a":[137],"comparative":[138],"study":[139],"two":[141],"implementation":[143],"bias":[145],"correction":[146],"FCM":[147,151],"(BCFCM)":[148],"Spatial":[150],"(SFCM)":[152],"been":[154],"done":[155],"term":[157],"robustness":[159],"efficiency":[161]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
