{"id":"https://openalex.org/W2570420687","doi":"https://doi.org/10.1007/978-3-319-51281-5_53","title":"Application of Wavelet De-noising Filters in Mammogram Images Classification Using Fuzzy Soft Set","display_name":"Application of Wavelet De-noising Filters in Mammogram Images Classification Using Fuzzy Soft Set","publication_year":2016,"publication_date":"2016-12-29","ids":{"openalex":"https://openalex.org/W2570420687","doi":"https://doi.org/10.1007/978-3-319-51281-5_53","mag":"2570420687"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-51281-5_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_53","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-51281-5_53","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060826805","display_name":"Saima Anwar Lashari","orcid":"https://orcid.org/0000-0001-6209-491X"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Saima Anwar Lashari","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000733432","display_name":"Rosziati Ibrahim","orcid":"https://orcid.org/0000-0002-9176-0309"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rosziati Ibrahim","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007816564","display_name":"Norhalina Senan","orcid":"https://orcid.org/0000-0002-9074-0496"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norhalina Senan","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, 86400, Parit Raja, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061548446","display_name":"Iwan Tri Riyadi Yanto","orcid":"https://orcid.org/0000-0001-6477-1697"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Iwan Tri Riyadi Yanto","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Lembah Pantai, 50603, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Lembah Pantai, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084810449","display_name":"Tutut Herawan","orcid":"https://orcid.org/0000-0001-9262-9137"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tutut Herawan","raw_affiliation_strings":["Department of Information System, University of Malaya, Kuala Lumpur, Malaysia","Faculty of Computer Science and Information Technology, University of Malaya, Lembah Pantai, 50603, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Information System, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Lembah Pantai, 50603, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060826805"],"corresponding_institution_ids":["https://openalex.org/I930072361"],"apc_list":null,"apc_paid":null,"fwci":3.7078,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93943355,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"529","last_page":"537"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.90829998254776,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9074000120162964,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7190489172935486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6709736585617065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6596760749816895},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5874504446983337},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.568533718585968},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5227746367454529},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4207048714160919}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7190489172935486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6709736585617065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596760749816895},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5874504446983337},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.568533718585968},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5227746367454529},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4207048714160919}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-51281-5_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_53","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.uad.ac.id:11619","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401955","display_name":"Selamat Datang di Repository UAD (Universitas Ahmad Dahlan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2608206482","host_organization_name":"Universitas Ahmad Dahlan","host_organization_lineage":["https://openalex.org/I2608206482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Artikel Dosen"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-51281-5_53","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-51281-5_53","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W184273010","https://openalex.org/W191129667","https://openalex.org/W1552292907","https://openalex.org/W1602590733","https://openalex.org/W1606796411","https://openalex.org/W1978693310","https://openalex.org/W1989832241","https://openalex.org/W2052809371","https://openalex.org/W2062664932","https://openalex.org/W2066667210","https://openalex.org/W2079051990","https://openalex.org/W2094415592","https://openalex.org/W2106345178","https://openalex.org/W2106607855","https://openalex.org/W2164109458","https://openalex.org/W2485021271","https://openalex.org/W2532402650","https://openalex.org/W2912565176","https://openalex.org/W2991719844","https://openalex.org/W3125032682","https://openalex.org/W4211007335","https://openalex.org/W4255272544","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2131735617","https://openalex.org/W2373006798","https://openalex.org/W2049864679","https://openalex.org/W2056912418","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W2811390910","https://openalex.org/W4312376745","https://openalex.org/W2082269393"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,15],"the":[3,11,20,27,77,102,124,143],"field":[4],"of":[5,13,26,94,104,110],"image":[6],"processing":[7],"have":[8,34],"revealed":[9],"that":[10,119],"level":[12],"noise":[14],"mammogram":[16,151],"images":[17,21,112],"highly":[18],"affect":[19],"quality":[22],"and":[23,41,90,99],"classification":[24,109,125],"performance":[25,126],"classifiers.":[28],"Whilst,":[29],"numerous":[30],"data":[31],"mining":[32],"techniques":[33],"been":[35,54,114],"developed":[36],"to":[37,149],"achieve":[38],"high":[39],"efficiency":[40],"effectiveness":[42],"for":[43,57,108],"computer":[44],"aided":[45],"diagnosis":[46],"systems.":[47],"However,":[48],"fuzzy":[49,68,105],"soft":[50,69,91,106],"set":[51,70,107],"theory":[52],"has":[53,113],"merely":[55],"experimented":[56],"medical":[58],"images.":[59,152],"Thus,":[60,142],"this":[61],"study":[62],"proposed":[63,78,120],"a":[64],"classifier":[65,121],"based":[66],"on":[67],"with":[71,127,131],"embedding":[72],"wavelet":[73,86],"de-noising":[74,87],"filters.":[75],"Therefore,":[76,101],"methodology":[79],"involved":[80],"five":[81],"steps":[82],"namely:":[83],"MIAS":[84],"dataset,":[85],"filters":[88],"hard":[89],"threshold,":[92],"region":[93],"interest":[95],"identification,":[96],"feature":[97],"extraction":[98],"classification.":[100],"feasibility":[103],"mammograms":[111],"scrutinized.":[115],"Experimental":[116],"results":[117,144],"show":[118],"FussCyier":[122],"provides":[123],"Daub3":[128],"(Level":[129],"1)":[130],"accuracy":[132],"75.64%":[133],"(hard":[134],"threshold),":[135],"precision":[136],"46.11%,":[137],"recall":[138],"84.67%,":[139],"F-Micro":[140],"60%.":[141],"provide":[145],"an":[146],"alternative":[147],"technique":[148],"categorize":[150]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}