{"id":"https://openalex.org/W4391129445","doi":"https://doi.org/10.1109/ictc58733.2023.10393201","title":"Preprocessing Taste Data for Deep Neural Networks","display_name":"Preprocessing Taste Data for Deep Neural Networks","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4391129445","doi":"https://doi.org/10.1109/ictc58733.2023.10393201"},"language":"en","primary_location":{"id":"doi:10.1109/ictc58733.2023.10393201","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5101735161","display_name":"Hyun\u2010Jong Lee","orcid":"https://orcid.org/0000-0003-1260-0778"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyunjong Lee","raw_affiliation_strings":["Daegu Gyeongbuk Institute of Science and Technology (DGIST),Department of Electrical Engineering and Computer Science,Daegu,Republic of Korea","Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Daegu Gyeongbuk Institute of Science and Technology (DGIST),Department of Electrical Engineering and Computer Science,Daegu,Republic of Korea","institution_ids":["https://openalex.org/I193352282"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, Republic of Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066531902","display_name":"Han Hee Jung","orcid":"https://orcid.org/0000-0002-9757-5649"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Han Hee Jung","raw_affiliation_strings":["DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","institution_ids":["https://openalex.org/I193352282"]},{"raw_affiliation_string":"Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049511446","display_name":"Jeongho Kwak","orcid":"https://orcid.org/0000-0002-5737-0665"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongho Kwak","raw_affiliation_strings":["DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","institution_ids":["https://openalex.org/I193352282"]},{"raw_affiliation_string":"Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011473720","display_name":"Junwoo Yea","orcid":"https://orcid.org/0009-0000-3104-6018"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junwoo Yea","raw_affiliation_strings":["DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DGIST,Department of Robotics and Mechatronics Engineering,Daegu,Republic of Korea","institution_ids":["https://openalex.org/I193352282"]},{"raw_affiliation_string":"Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008257548","display_name":"Jihwan P. Choi","orcid":"https://orcid.org/0000-0001-7996-5507"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jihwan P. Choi","raw_affiliation_strings":["DGIST,Department of Electrical Engineering and Computer Science,Daegu,Republic of Korea","Department of Electrical Engineering and Computer Science, DGIST, Daegu, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DGIST,Department of Electrical Engineering and Computer Science,Daegu,Republic of Korea","institution_ids":["https://openalex.org/I193352282"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, DGIST, Daegu, Republic of Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072065388","display_name":"Kyung\u2010In Jang","orcid":"https://orcid.org/0000-0002-4664-5029"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung-In Jang","raw_affiliation_strings":["Korea Advance Institute of Science and Technology (KAIST),Department of Aerospace Engineering,Dajeon,Republic of Korea","Department of Aerospace Engineering, Korea Advance Institute of Science and Technology (KAIST), Dajeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Advance Institute of Science and Technology (KAIST),Department of Aerospace Engineering,Dajeon,Republic of Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Department of Aerospace Engineering, Korea Advance Institute of Science and Technology (KAIST), Dajeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101735161"],"corresponding_institution_ids":["https://openalex.org/I193352282"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18645468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"526","last_page":"528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9750000238418579,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11584","display_name":"Biochemical Analysis and Sensing Techniques","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wine","display_name":"Wine","score":0.9258646965026855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7108708024024963},{"id":"https://openalex.org/keywords/taste","display_name":"Taste","score":0.6785274744033813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6476210355758667},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6241065263748169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5220786929130554},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5022628307342529},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4867798984050751},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4857407212257385},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45427948236465454},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.414157509803772},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34211528301239014},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10686600208282471},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.10004734992980957},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07398858666419983}],"concepts":[{"id":"https://openalex.org/C55952523","wikidata":"https://www.wikidata.org/wiki/Q3014419","display_name":"Wine","level":2,"score":0.9258646965026855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7108708024024963},{"id":"https://openalex.org/C8868529","wikidata":"https://www.wikidata.org/wiki/Q124794","display_name":"Taste","level":2,"score":0.6785274744033813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6476210355758667},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6241065263748169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5220786929130554},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5022628307342529},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4867798984050751},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4857407212257385},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45427948236465454},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.414157509803772},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34211528301239014},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10686600208282471},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.10004734992980957},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07398858666419983},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc58733.2023.10393201","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ictc58733.2023.10393201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2000872623","https://openalex.org/W2085254899","https://openalex.org/W2304640842","https://openalex.org/W2990606142","https://openalex.org/W3007634543","https://openalex.org/W3094407531","https://openalex.org/W3136021864","https://openalex.org/W3138785418","https://openalex.org/W3145846946","https://openalex.org/W3162939316","https://openalex.org/W3213902147","https://openalex.org/W4314936793"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":{"Analyzing":[0],"wine":[1,24,39,80,91,107],"using":[2,93],"taste":[3,104],"data":[4,81,105],"is":[5,32,57,75],"a":[6,66],"promising":[7],"field":[8],"due":[9],"to":[10,36,49,53,59,108],"the":[11,20,38,72,79,103],"explosive":[12],"expansion":[13],"of":[14,19,23,90,106],"online":[15],"commerce.":[16],"However,":[17],"because":[18],"wide":[21],"variety":[22],"types":[25],"with":[26],"different":[27],"flavors":[28],"and":[29,44,62,65,97],"aromas,":[30],"it":[31,56],"difficult":[33,46],"for":[34,47,77,101],"consumers":[35],"choose":[37],"that":[40],"suits":[41],"their":[42],"taste,":[43],"also":[45],"sellers":[48],"recommend":[50],"appropriate":[51,76],"wines":[52],"consumers.":[54],"Therefore,":[55],"necessary":[58],"numerically":[60],"analyze":[61],"classify":[63],"wine,":[64],"deep":[67,94,109],"learning":[68,95,110],"algorithm":[69],"which":[70],"mimics":[71],"human":[73],"brain":[74],"analyzing":[78],"[1].":[82],"In":[83],"this":[84],"paper,":[85],"we":[86],"introduce":[87],"several":[88],"studies":[89],"classification":[92],"architectures":[96],"propose":[98],"preprocessing":[99],"methods":[100],"applying":[102],"networks.":[111]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}