{"id":"https://openalex.org/W4411216636","doi":"https://doi.org/10.1155/acis/9991264","title":"Improved Deviation Sparse Fuzzy C\u2010Means\u20102D Cumulative Sum Average Filter and Modified Sine Cosine Crow Search Algorithm\u2010Wavelet Extreme Learning Machine for Brain Tumor Detection and Classification","display_name":"Improved Deviation Sparse Fuzzy C\u2010Means\u20102D Cumulative Sum Average Filter and Modified Sine Cosine Crow Search Algorithm\u2010Wavelet Extreme Learning Machine for Brain Tumor Detection and Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411216636","doi":"https://doi.org/10.1155/acis/9991264"},"language":"en","primary_location":{"id":"doi:10.1155/acis/9991264","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/9991264","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/9991264","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/9991264","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104232071","display_name":"Suvashisa Dash","orcid":null},"institutions":[{"id":"https://openalex.org/I47639616","display_name":"Centurion University of Technology and Management","ror":"https://ror.org/03js1g511","country_code":"IN","type":"education","lineage":["https://openalex.org/I47639616"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvashisa Dash","raw_affiliation_strings":["Department of Mathematics ,  Centurion University of Technology and Management ,  Bhubaneswar , Odisha,  India ,  cutm.ac.in"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics ,  Centurion University of Technology and Management ,  Bhubaneswar , Odisha,  India ,  cutm.ac.in","institution_ids":["https://openalex.org/I47639616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709970","display_name":"Satyasis Mishra","orcid":"https://orcid.org/0000-0003-3515-4467"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Satyasis Mishra","raw_affiliation_strings":["Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et"],"affiliations":[{"raw_affiliation_string":"Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et","institution_ids":["https://openalex.org/I865572129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035864534","display_name":"Mohammed Siddique","orcid":"https://orcid.org/0000-0002-8092-2050"},"institutions":[{"id":"https://openalex.org/I47639616","display_name":"Centurion University of Technology and Management","ror":"https://ror.org/03js1g511","country_code":"IN","type":"education","lineage":["https://openalex.org/I47639616"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammed Siddique","raw_affiliation_strings":["Department of Mathematics ,  Centurion University of Technology and Management ,  Bhubaneswar , Odisha,  India ,  cutm.ac.in"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics ,  Centurion University of Technology and Management ,  Bhubaneswar , Odisha,  India ,  cutm.ac.in","institution_ids":["https://openalex.org/I47639616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065744244","display_name":"Demissie Jobir Gelmecha","orcid":"https://orcid.org/0000-0002-7948-8285"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Demissie J. Gelmecha","raw_affiliation_strings":["Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et"],"affiliations":[{"raw_affiliation_string":"Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et","institution_ids":["https://openalex.org/I865572129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008768900","display_name":"Ram Sewak Singh","orcid":"https://orcid.org/0000-0001-7952-4736"},"institutions":[{"id":"https://openalex.org/I865572129","display_name":"Adama Science and Technology University","ror":"https://ror.org/02ccba128","country_code":"ET","type":"education","lineage":["https://openalex.org/I865572129"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Ram Sewak Singh","raw_affiliation_strings":["Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et"],"affiliations":[{"raw_affiliation_string":"Department of ECE ,  Adama Science and Technology University ,  Adama ,  Ethiopia ,  astu.edu.et","institution_ids":["https://openalex.org/I865572129"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100709970"],"corresponding_institution_ids":["https://openalex.org/I865572129"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0667318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9997000098228455,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sine","display_name":"Sine","score":0.7626841068267822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6879238486289978},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6306589245796204},{"id":"https://openalex.org/keywords/trigonometric-functions","display_name":"Trigonometric functions","score":0.5496911406517029},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5464039444923401},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5435925722122192},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5025482177734375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49995994567871094},{"id":"https://openalex.org/keywords/trigonometry","display_name":"Trigonometry","score":0.4246440529823303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4177604019641876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23920473456382751},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2066090703010559}],"concepts":[{"id":"https://openalex.org/C186661526","wikidata":"https://www.wikidata.org/wiki/Q13647261","display_name":"Sine","level":2,"score":0.7626841068267822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879238486289978},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6306589245796204},{"id":"https://openalex.org/C178009071","wikidata":"https://www.wikidata.org/wiki/Q93344","display_name":"Trigonometric functions","level":2,"score":0.5496911406517029},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5464039444923401},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5435925722122192},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5025482177734375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49995994567871094},{"id":"https://openalex.org/C29001434","wikidata":"https://www.wikidata.org/wiki/Q8084","display_name":"Trigonometry","level":2,"score":0.4246440529823303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4177604019641876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23920473456382751},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2066090703010559},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/acis/9991264","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/9991264","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/9991264","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:075bc098e00241588852ea248ca91e7b","is_oa":true,"landing_page_url":"https://doaj.org/article/075bc098e00241588852ea248ca91e7b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2025 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/acis/9991264","is_oa":true,"landing_page_url":"https://doi.org/10.1155/acis/9991264","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1155/acis/9991264","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411216636.pdf","grobid_xml":"https://content.openalex.org/works/W4411216636.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W1123170578","https://openalex.org/W1895360584","https://openalex.org/W1951454111","https://openalex.org/W1992147426","https://openalex.org/W2061438946","https://openalex.org/W2070813603","https://openalex.org/W2100580765","https://openalex.org/W2108859253","https://openalex.org/W2115242586","https://openalex.org/W2118136617","https://openalex.org/W2165012164","https://openalex.org/W2186592150","https://openalex.org/W2232317135","https://openalex.org/W2290883490","https://openalex.org/W2306115793","https://openalex.org/W2598492571","https://openalex.org/W2616910958","https://openalex.org/W2775494027","https://openalex.org/W2785177491","https://openalex.org/W2792794215","https://openalex.org/W2901602964","https://openalex.org/W2917573535","https://openalex.org/W2963973144","https://openalex.org/W3035604576","https://openalex.org/W3106130516","https://openalex.org/W3118399063","https://openalex.org/W3132645184","https://openalex.org/W3156975676","https://openalex.org/W3159403495","https://openalex.org/W3160168905","https://openalex.org/W3164956625","https://openalex.org/W3176979027","https://openalex.org/W3182872503","https://openalex.org/W3209587622","https://openalex.org/W3209703091","https://openalex.org/W4200408973","https://openalex.org/W4205476016","https://openalex.org/W4206251867","https://openalex.org/W4212945625","https://openalex.org/W4213350476","https://openalex.org/W4225598836","https://openalex.org/W4281572218","https://openalex.org/W4286215775","https://openalex.org/W4288075572","https://openalex.org/W4289133631","https://openalex.org/W4291196757","https://openalex.org/W4291890947","https://openalex.org/W4293511125","https://openalex.org/W4301595791","https://openalex.org/W4307960467","https://openalex.org/W4308388813","https://openalex.org/W4310737448","https://openalex.org/W4312100216","https://openalex.org/W4313395970","https://openalex.org/W4315754639","https://openalex.org/W4317802907","https://openalex.org/W4321596314","https://openalex.org/W4323543720","https://openalex.org/W4366824900","https://openalex.org/W4366987596","https://openalex.org/W4378212170","https://openalex.org/W4382134261","https://openalex.org/W4385987583","https://openalex.org/W4386385645","https://openalex.org/W4390339811","https://openalex.org/W4390496023","https://openalex.org/W4390563863","https://openalex.org/W4391023920","https://openalex.org/W4392600753","https://openalex.org/W4394850811","https://openalex.org/W4395084567","https://openalex.org/W4396805571","https://openalex.org/W4400052875","https://openalex.org/W4401392675","https://openalex.org/W4401888784","https://openalex.org/W4403068662","https://openalex.org/W4405673968"],"related_works":["https://openalex.org/W2063166054","https://openalex.org/W2358475213","https://openalex.org/W3142213391","https://openalex.org/W2328538906","https://openalex.org/W1775321609","https://openalex.org/W2066336292","https://openalex.org/W4226341002","https://openalex.org/W2028663913","https://openalex.org/W2124469656","https://openalex.org/W1567793764"],"abstract_inverted_index":{"The":[0,123,136,154,169,201,214,222,234,245],"brain":[1,11,31,45,117,152,202],"tumor":[2,46,56,203],"grows":[3],"abnormally":[4],"in":[5],"the":[6,20,35,51,73,87,128,151,158,161,166,182,185,196,232],"human":[7],"brain,":[8],"which":[9],"causes":[10],"cancer.":[12],"Death":[13],"rates":[14],"have":[15],"been":[16],"rising":[17],"annually":[18],"for":[19,63,101,115,199,211,231],"past":[21],"few":[22],"decades":[23],"due":[24],"to":[25,85,149,164,180,195],"negligence":[26],"of":[27,30,40,53,160],"early":[28,38],"treatment":[29],"tumors.":[32],"To":[33],"reduce":[34],"death":[36],"rate,":[37],"identification":[39],"tumors":[41,118],"is":[42,58,147,178,209],"crucial.":[43],"Early":[44],"detection":[47,68],"may":[48],"potentially":[49],"lower":[50],"risk":[52],"life.":[54],"Manual":[55],"diagnosis":[57,88],"complex,":[59],"challenging,":[60],"and":[61,69,79,104,132,188,225,242,259],"time\u2010consuming":[62],"medical":[64],"professionals.":[65],"Therefore,":[66],"automatic":[67,77],"segmentation":[70,78,126,134,217,220],"methods":[71,81],"simplify":[72],"diagnosing":[74],"procedure.":[75],"Thus,":[76],"classification":[80,167,235],"are":[82,191,229],"taken":[83],"up":[84],"make":[86],"process":[89],"easy.":[90],"This":[91],"research":[92],"proposes":[93],"a":[94],"two\u2010dimensional":[95],"cumulative":[96],"sum":[97],"average":[98],"filter":[99],"(2D\u2010CSAF)":[100],"preprocessing":[102],"images":[103],"an":[105],"improved":[106],"deviation":[107],"sparse":[108],"fuzzy":[109],"C\u2010means":[110],"(IDSFCM)":[111],"with":[112],"neighbor":[113],"information":[114],"segmenting":[116],"from":[119,184,205],"magnetic":[120],"resonance":[121],"images.":[122],"novel":[124],"IDSFCM":[125,216],"increases":[127],"noise":[129],"reduction":[130],"capability":[131],"enhances":[133],"accuracies.":[135],"hybrid":[137],"modified":[138],"sine":[139],"cosine":[140],"algorithm\u2010crow":[141],"search":[142],"algorithm":[143,156],"(MSCA\u2010CSA)\u2013based":[144],"WELM":[145,162,248],"model":[146,163,198,249],"proposed":[148,215,246],"classify":[150],"tumor.":[153],"MSCA\u2010CSA":[155],"optimizes":[157],"weights":[159],"increase":[165],"capability.":[168],"gray":[170],"level":[171],"co\u2010occurrence":[172],"matrix":[173],"(GLCM)":[174],"feature":[175,251],"extraction":[176],"technique":[177],"employed":[179],"extract":[181],"features":[183,190],"segmented":[186],"images,":[187],"extracted":[189],"given":[192],"as":[193],"input":[194],"MSCA\u2010CSA\u2010WELM":[197],"classification.":[200,233],"dataset":[204],"Harvard":[206],"Medical":[207],"School":[208],"considered":[210,230],"this":[212],"research.":[213],"achieved":[218],"99.53%":[219],"accuracy.":[221],"accuracy,":[223,240,256],"specificity,":[224],"sensitivity":[226],"performance":[227,236],"measures":[228],"was":[237],"evaluated":[238],"using":[239],"sensitivity,":[241,258],"specificity":[243,261],"metrics.":[244],"MSCA\u2010CSA\u2013based":[247],"outperformed":[250],"extraction\u2013based":[252],"classifiers,":[253],"achieving":[254],"99.37%":[255],"99.87%":[257],"99.44%":[260],"during":[262],"training.":[263]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
