{"id":"https://openalex.org/W4360585331","doi":"https://doi.org/10.1109/ic3i56241.2022.10072645","title":"A Novel Deep Learning based Black Fungus Detection using the Bagging Ensemble with K-Nearest Neighbor","display_name":"A Novel Deep Learning based Black Fungus Detection using the Bagging Ensemble with K-Nearest Neighbor","publication_year":2022,"publication_date":"2022-12-14","ids":{"openalex":"https://openalex.org/W4360585331","doi":"https://doi.org/10.1109/ic3i56241.2022.10072645"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i56241.2022.10072645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i56241.2022.10072645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5036779755","display_name":"Panthangi Venkata Sai Charan","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Panthangi Venkata Sai Charan","raw_affiliation_strings":["Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India","Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018116033","display_name":"G. Ramkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Ramkumar","raw_affiliation_strings":["Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India","Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Saveetha Institute of Medical and Technical Sciences,Saveetha School of Engineering,Department of Electronics and Communication Engineering,Chennai,Tamil Nadu,India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I85461943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036779755"],"corresponding_institution_ids":["https://openalex.org/I85461943"],"apc_list":null,"apc_paid":null,"fwci":0.4292,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62603115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1888","last_page":"1894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9763000011444092,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7171444296836853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6190316677093506},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6056867837905884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5621708631515503},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5608575940132141},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5021839141845703},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4135853946208954}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7171444296836853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6190316677093506},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6056867837905884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5621708631515503},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5608575940132141},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5021839141845703},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4135853946208954}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i56241.2022.10072645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i56241.2022.10072645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 5th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1508638970","https://openalex.org/W1990820189","https://openalex.org/W2366765237","https://openalex.org/W2916760211","https://openalex.org/W2941780884","https://openalex.org/W2981601776","https://openalex.org/W2982335240","https://openalex.org/W3000164981","https://openalex.org/W3029781783","https://openalex.org/W3042112366","https://openalex.org/W3095101245","https://openalex.org/W3132012119","https://openalex.org/W3137665520","https://openalex.org/W3164172839","https://openalex.org/W3177749336","https://openalex.org/W3179762073","https://openalex.org/W3184157281","https://openalex.org/W3209227626","https://openalex.org/W4210708477","https://openalex.org/W4283031360","https://openalex.org/W4376635771"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548","https://openalex.org/W4210302090","https://openalex.org/W3092276832","https://openalex.org/W3111529524","https://openalex.org/W4375951447"],"abstract_inverted_index":{"Machine":[0],"learning":[1,119,181],"is":[2,115],"widely":[3],"employed,":[4],"and":[5,86,153],"broadly":[6],"speaking,":[7],"scientists":[8],"consider":[9],"applying":[10],"it":[11,108,190],"everywhere.":[12],"Around":[13],"the":[14,26,43,83,140,143,147,157,170,174,185],"same":[15],"period,":[16],"we":[17],"can":[18],"see":[19],"that":[20,121],"India":[21],"has":[22],"been":[23,169],"devastated":[24],"by":[25],"second":[27],"corona":[28,84],"wave.":[29],"In":[30],"a":[31,46,98,116],"single":[32],"day,":[33],"more":[34,94],"than":[35],"4":[36],"lakh":[37],"instances":[38],"arrive.":[39],"Meanwhile,":[40],"reports":[41],"of":[42,45,65,88,172,201],"arrival":[44],"new,":[47],"fatal":[48],"fungus":[49,57,100],"called":[50],"Mucormycosis":[51],"emerged":[52],"(Black":[53],"fungus).":[54],"Additionally,":[55],"this":[56,69,126,161,202],"expanded":[58],"quickly":[59],"throughout":[60],"numerous":[61],"states,":[62],"leading":[63],"some":[64,87],"them":[66],"to":[67,96],"designate":[68],"illness":[70],"an":[71],"epidemic.":[72],"People":[73],"with":[74,112,136,213],"weak":[75],"immunity":[76],"functions,":[77],"including":[78,132,151],"those":[79],"who":[80],"have":[81,168],"had":[82],"virus":[85],"whom":[89],"are":[90,93,139],"still":[91],"recovering,":[92],"likely":[95],"get":[97],"black":[99],"infection":[101],"since":[102],"their":[103],"bodies":[104],"can\u2019t":[105],"successfully":[106],"fight":[107],"off.":[109],"Bagging":[110],"Ensemble":[111],"K-Nearest":[113,133],"Neighbor":[114,134],"modified":[117],"machine":[118,180],"approach":[120],"will":[122],"be":[123,192],"developed":[124],"in":[125],"study":[127],"(BKNN).":[128],"The":[129,198],"traditional":[130],"methods,":[131],"ensemble":[135],"bagging":[137],"classification,":[138],"basis":[141],"for":[142,160,208],"suggested":[144],"methodology.":[145],"After":[146],"image":[148],"processing":[149],"techniques,":[150],"pre-processing":[152],"segmentation,":[154],"were":[155],"reviewed,":[156],"accuracy":[158],"score":[159],"classifier":[162],"was":[163,182],"96.4":[164],"percent,":[165],"which":[166],"would":[167,191],"highest":[171],"all":[173,209],"findings.":[175],"This":[176],"paper":[177],"described":[178],"how":[179],"beneficial":[183,193],"during":[184,194],"Corona":[186],"era,":[187],"much":[188],"as":[189],"epidemics":[195],"like":[196],"mucormycosis.":[197],"last":[199],"section":[200],"essay":[203],"presents":[204],"accurate,":[205],"graphical":[206],"evidence":[207],"items":[210],"addressed,":[211],"along":[212],"explicit":[214],"specifications.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
