{"id":"https://openalex.org/W2097986187","doi":"https://doi.org/10.1109/icdsp.2007.4288563","title":"A Support Vector Based Fuzzy Neural Network Approach for Mass Classification in Mammography","display_name":"A Support Vector Based Fuzzy Neural Network Approach for Mass Classification in Mammography","publication_year":2007,"publication_date":"2007-07-01","ids":{"openalex":"https://openalex.org/W2097986187","doi":"https://doi.org/10.1109/icdsp.2007.4288563","mag":"2097986187"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2007.4288563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2007.4288563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 15th International Conference on Digital Signal Processing","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/A5061252907","display_name":"Fatemeh Moayedi","orcid":null},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fatemeh Moayedi","raw_affiliation_strings":["Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","Shiraz University, Shiraz#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]},{"raw_affiliation_string":"Shiraz University, Shiraz#TAB#","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079098947","display_name":"Reza Boostani","orcid":"https://orcid.org/0000-0003-0055-4452"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Reza Boostani","raw_affiliation_strings":["Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","Shiraz University, Shiraz#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]},{"raw_affiliation_string":"Shiraz University, Shiraz#TAB#","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022626645","display_name":"Zohreh Azimifar","orcid":"https://orcid.org/0000-0002-1859-9926"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Zohreh Azimifar","raw_affiliation_strings":["Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","Shiraz University, Shiraz#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]},{"raw_affiliation_string":"Shiraz University, Shiraz#TAB#","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089962687","display_name":"Serajedin Katebi","orcid":null},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Serajedin Katebi","raw_affiliation_strings":["Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","Shiraz University, Shiraz#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]},{"raw_affiliation_string":"Shiraz University, Shiraz#TAB#","institution_ids":["https://openalex.org/I166459259"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061252907"],"corresponding_institution_ids":["https://openalex.org/I166459259"],"apc_list":null,"apc_paid":null,"fwci":1.7377,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86388097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"240","last_page":"243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9962000250816345,"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/T10862","display_name":"AI in cancer detection","score":0.9916999936103821,"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/mammography","display_name":"Mammography","score":0.6813181638717651},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6360365748405457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.620210587978363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5902354121208191},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5679118037223816},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5233030915260315},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4830187261104584},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.46312057971954346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3667890727519989},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2699914574623108},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.152553528547287},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.12154579162597656},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.059803664684295654},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0587884783744812}],"concepts":[{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6813181638717651},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6360365748405457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.620210587978363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5902354121208191},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5679118037223816},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5233030915260315},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4830187261104584},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.46312057971954346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3667890727519989},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2699914574623108},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.152553528547287},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.12154579162597656},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.059803664684295654},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0587884783744812}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsp.2007.4288563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2007.4288563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 15th International Conference on Digital Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1490719918","https://openalex.org/W1496356183","https://openalex.org/W1515249868","https://openalex.org/W1555124498","https://openalex.org/W2081737161","https://openalex.org/W2107075679","https://openalex.org/W2111928952","https://openalex.org/W2114966857","https://openalex.org/W2117853853","https://openalex.org/W2128989367","https://openalex.org/W6675832407"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W2099369243","https://openalex.org/W2041399278","https://openalex.org/W2345184372","https://openalex.org/W4223656335","https://openalex.org/W3194539120","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2163073107","https://openalex.org/W2141705618"],"abstract_inverted_index":{"In":[0],"this":[1,83],"paper,":[2],"a":[3,123],"new":[4],"approach":[5],"for":[6,102,126],"mass":[7,103,127],"classification":[8,31,128],"in":[9,38,49,71,129],"digital":[10],"mammograms":[11],"based":[12],"on":[13],"contourlet":[14,75,93],"texture":[15],"features":[16,68],"and":[17,53,67,99],"support-vector-based":[18],"fuzzy":[19,48],"neural":[20,57],"network":[21],"(SVFNN)":[22],"classifier":[23],"is":[24,61,85,108,122],"presented.":[25],"The":[26],"SVFNN":[27,101],"combines":[28],"the":[29,43,79,89,92,96,112,119],"superior":[30],"power":[32],"of":[33,47,56,65,78,82,91],"support":[34],"vector":[35],"machine":[36],"(SVM)":[37],"high":[39],"dimensional":[40],"data":[41,106],"spaces,":[42],"efficient":[44],"human-like":[45],"reasoning":[46],"handling":[50],"uncertainty":[51],"information,":[52],"learning":[54],"property":[55],"networks.":[58],"Each":[59],"mammogram":[60],"segmented":[62],"to":[63,95,110],"regions":[64],"interest":[66],"are":[69],"extracted":[70],"frequency":[72],"domain":[73],"by":[74],"coefficients.":[76],"One":[77],"main":[80],"contribution":[81],"research":[84],"taking":[86],"benefit":[87],"from":[88],"superiority":[90],"compared":[94],"multi-scale":[97],"techniques":[98],"use":[100],"classification.":[104],"MIAS1":[105],"set":[107],"used":[109],"evaluate":[111],"proposed":[113],"method.":[114],"Experimental":[115],"results":[116],"demonstrate":[117],"that":[118],"method":[120,125],"presented":[121],"promising":[124],"mammography.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
