{"id":"https://openalex.org/W4285351339","doi":"https://doi.org/10.1109/icccs51487.2021.9776338","title":"Ensemble Transfer Learning Approach for Breast Cancer Classification using Thermograms","display_name":"Ensemble Transfer Learning Approach for Breast Cancer Classification using Thermograms","publication_year":2021,"publication_date":"2021-10-04","ids":{"openalex":"https://openalex.org/W4285351339","doi":"https://doi.org/10.1109/icccs51487.2021.9776338"},"language":"en","primary_location":{"id":"doi:10.1109/icccs51487.2021.9776338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs51487.2021.9776338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Computing, Communication and Security (ICCCS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5092016711","display_name":"Lalit Garia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lalit S Garia","raw_affiliation_strings":["Bipin Tripathi Kumaon Institute of Technology,Department of ECE,Dwarahat,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bipin Tripathi Kumaon Institute of Technology,Department of ECE,Dwarahat,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103096182","display_name":"M. Hariharan","orcid":null},"institutions":[{"id":"https://openalex.org/I8778637","display_name":"National Institute of Technology Srinagar","ror":"https://ror.org/03sfwvw54","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210152752","https://openalex.org/I8778637"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Hariharan","raw_affiliation_strings":["National Institute of Technology,Department of Electronics Engineering,Uttarakhand Srinagar(Garhwal),Uttarakhand,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Electronics Engineering,Uttarakhand Srinagar(Garhwal),Uttarakhand,India","institution_ids":["https://openalex.org/I8778637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2981,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57785578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":1.0,"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/T12994","display_name":"Infrared Thermography in Medicine","score":1.0,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.9323999881744385,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6549884676933289},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.63299161195755},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5985484719276428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5543206334114075},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.526662290096283},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45421302318573},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35060572624206543},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3484569787979126},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17031529545783997}],"concepts":[{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6549884676933289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.63299161195755},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5985484719276428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5543206334114075},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.526662290096283},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45421302318573},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35060572624206543},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3484569787979126},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17031529545783997},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccs51487.2021.9776338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccs51487.2021.9776338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Computing, Communication and Security (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8100000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W86117021","https://openalex.org/W1978167298","https://openalex.org/W2044999320","https://openalex.org/W2101771332","https://openalex.org/W2108598243","https://openalex.org/W2121934633","https://openalex.org/W2141508259","https://openalex.org/W2182301087","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2305947681","https://openalex.org/W2325015832","https://openalex.org/W2486536959","https://openalex.org/W2518129376","https://openalex.org/W2531409750","https://openalex.org/W2538004101","https://openalex.org/W2550064190","https://openalex.org/W2766442486","https://openalex.org/W2789244585","https://openalex.org/W2896265059","https://openalex.org/W3043174800","https://openalex.org/W4239072543","https://openalex.org/W6686164453"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W4385398839","https://openalex.org/W2900445707","https://openalex.org/W4384700341","https://openalex.org/W4394759804","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548","https://openalex.org/W4210302090"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,23,54],"is":[2,25,38,47,59],"one":[3,48],"of":[4,16,21,34,49,53,122,127],"the":[5,28,32,50,73,116],"primary":[6],"probable":[7],"sicknesses":[8],"particularly":[9],"among":[10],"women":[11],"and":[12,63,104,110,124],"utmost":[13],"associated":[14],"agent":[15],"female":[17],"mortality.":[18],"The":[19],"survivability":[20],"breast":[22,99],"patients":[24],"increased":[26],"since":[27],"last":[29],"decade":[30],"with":[31,112],"help":[33],"powerful":[35],"treatment,":[36],"which":[37],"made":[39],"possible":[40],"due":[41],"to":[42],"advancement":[43],"in":[44,77],"technology.":[45],"Imaging":[46],"important":[51],"parts":[52],"clinical":[55],"protocol.":[56],"Thermal":[57],"imaging":[58,65],"a":[60,81,91,119],"non-invasive,":[61],"non-contact":[62],"economical":[64],"technique":[66],"showing":[67],"promising":[68],"results.":[69],"Transfer":[70],"learning":[71,96],"reduces":[72],"computational":[74],"time":[75],"required":[76],"training":[78],"while":[79],"building":[80],"network":[82],"or":[83],"model":[84],"for":[85,98],"image":[86],"classification.":[87],"This":[88],"paper":[89],"proposes":[90],"methodology":[92],"using":[93],"ensemble":[94],"transfer":[95],"approach":[97],"thermogram":[100],"classification":[101],"as":[102],"cancerous":[103],"non-cancerous.":[105],"Competitive":[106],"results":[107],"were":[108,129],"obtained":[109],"compared":[111],"existing":[113],"works.":[114],"Using":[115],"proposed":[117],"approach,":[118],"maximum":[120],"accuracy":[121],"96.25&#x0025;":[123],"F1":[125],"score":[126],"0.96":[128],"obtained.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
