{"id":"https://openalex.org/W2995663588","doi":"https://doi.org/10.1109/tencon.2019.8929578","title":"Hybrid Computational Intelligence Technique: Eczema Detection","display_name":"Hybrid Computational Intelligence Technique: Eczema Detection","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2995663588","doi":"https://doi.org/10.1109/tencon.2019.8929578","mag":"2995663588"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2019.8929578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","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/A5052847140","display_name":"Yash Arora","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yash Kumar Arora","raw_affiliation_strings":["Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034503119","display_name":"Amish Tandon","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amish Tandon","raw_affiliation_strings":["Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102961749","display_name":"Rahul Nijhawan","orcid":"https://orcid.org/0000-0001-6942-3069"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Nijhawan","raw_affiliation_strings":["Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Deemed-to-be University, Dehradun, India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052847140"],"corresponding_institution_ids":["https://openalex.org/I60054993"],"apc_list":null,"apc_paid":null,"fwci":1.0195,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77614398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10837","display_name":"Dermatology and Skin Diseases","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/T10837","display_name":"Dermatology and Skin Diseases","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/T10877","display_name":"Allergic Rhinitis and Sensitization","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2723","display_name":"Immunology and Allergy"},"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/T11033","display_name":"Contact Dermatitis and Allergies","score":0.9520000219345093,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/unavailability","display_name":"Unavailability","score":0.8522567749023438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7411476373672485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6486437320709229},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.586632251739502},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5841699242591858},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5372049808502197},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5171658396720886},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5081250667572021},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.48754972219467163},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4654479920864105},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4264732003211975},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33185094594955444}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.8522567749023438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411476373672485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6486437320709229},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.586632251739502},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5841699242591858},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5372049808502197},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5171658396720886},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5081250667572021},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.48754972219467163},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4654479920864105},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4264732003211975},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33185094594955444},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2019.8929578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1999307677","https://openalex.org/W2105588992","https://openalex.org/W2117359358","https://openalex.org/W2129001596","https://openalex.org/W2514466564","https://openalex.org/W2797475192","https://openalex.org/W2814201407","https://openalex.org/W2889780520","https://openalex.org/W4319293042"],"related_works":["https://openalex.org/W2765889516","https://openalex.org/W3107474891","https://openalex.org/W2415731916","https://openalex.org/W1445015017","https://openalex.org/W2920938200","https://openalex.org/W4280550577","https://openalex.org/W2898044248","https://openalex.org/W2767097019","https://openalex.org/W2040153595","https://openalex.org/W1880745734"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,66,87],"approach":[4,46,84],"for":[5,56],"detecting":[6],"Eczema":[7],"which":[8,47],"can":[9],"upsurge":[10],"patients'":[11],"risk":[12],"of":[13,68,103],"evolving":[14],"allergic":[15],"chaos":[16],"like":[17,29],"asthma,":[18],"fever,":[19],"and":[20,31,97],"food":[21],"allergy,":[22],"in":[23],"addition":[24],"with":[25,53,100],"other":[26],"health":[27],"conditions":[28],"obesity":[30],"cardiovascular":[32],"disease,":[33],"using":[34],"computational":[35],"intelligence":[36],"techniques.":[37],"We":[38,79],"have":[39],"proposed":[40,83],"a":[41,49,69,73],"novel":[42],"deep":[43],"learning":[44],"framework":[45],"employs":[48],"pre-trained":[50],"network":[51],"integrated":[52],"AdaBoost":[54],"algorithm":[55],"eczema":[57],"detection.":[58],"Its":[59],"detection":[60],"becomes":[61],"cumbersome":[62],"task":[63],"due":[64],"to":[65],"unavailability":[67],"proper":[70],"dataset,":[71],"so":[72],"new":[74],"dataset":[75],"has":[76,85],"been":[77],"created.":[78],"claim":[80],"that":[81],"our":[82],"outperformed":[86],"state-of-the-art":[88],"algorithms":[89],"(Na\u00efve":[90],"Bayes,":[91],"K-Nearest":[92],"Neighbors,":[93],"Support":[94],"Vector":[95],"Machine":[96],"Neural":[98],"Network)":[99],"an":[101],"accuracy":[102],"97.5%.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
