{"id":"https://openalex.org/W4412717434","doi":"https://doi.org/10.1007/978-981-96-9894-3_23","title":"Enhancing Infrared Spectroscopy Analysis Based on Data Augmentation and Deep Learning","display_name":"Enhancing Infrared Spectroscopy Analysis Based on Data Augmentation and Deep Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412717434","doi":"https://doi.org/10.1007/978-981-96-9894-3_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-9894-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9894-3_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5038858429","display_name":"Mohan Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohan Tang","raw_affiliation_strings":["School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107234003","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0001-5447-8008"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Xu","raw_affiliation_strings":["College of Computer Science, South-Central Minzu University, Wuhan, China","Research Institute of Huazhong Univ. of Sci. and Technology in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"Research Institute of Huazhong Univ. of Sci. and Technology in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100931852","display_name":"Yuan Sun","orcid":"https://orcid.org/0009-0002-9894-460X"},"institutions":[{"id":"https://openalex.org/I205016115","display_name":"Hubei University of Chinese Medicine","ror":"https://ror.org/02my3bx32","country_code":"CN","type":"education","lineage":["https://openalex.org/I205016115"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Sun","raw_affiliation_strings":["College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"College of Pharmacy, Hubei University of Chinese Medicine, Wuhan, China","institution_ids":["https://openalex.org/I205016115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401772","display_name":"Yongqiang Zhang","orcid":"https://orcid.org/0000-0003-4702-5419"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I4210101015","display_name":"Wuhan Municipal Engineering Design & Research Institute","ror":"https://ror.org/00ycq1k13","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210101015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqiang Zhang","raw_affiliation_strings":["R&D, Wuhan Dameng Database Co. Ltd., Wuhan, China","School of Computer Sci. and Technol, Huazhong Univ. of Sci. and Technol, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"R&D, Wuhan Dameng Database Co. Ltd., Wuhan, China","institution_ids":["https://openalex.org/I4210101015"]},{"raw_affiliation_string":"School of Computer Sci. and Technol, Huazhong Univ. of Sci. and Technol, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056971969","display_name":"Wei She","orcid":"https://orcid.org/0000-0002-6959-1625"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei She","raw_affiliation_strings":["School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029468076","display_name":"Junhao Hu","orcid":"https://orcid.org/0000-0003-3538-2785"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhao Hu","raw_affiliation_strings":["School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006018732","display_name":"Jun Tie","orcid":"https://orcid.org/0000-0002-0259-2447"},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Tie","raw_affiliation_strings":["College of Computer Science, South-Central Minzu University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I145897649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5107234003"],"corresponding_institution_ids":["https://openalex.org/I145897649","https://openalex.org/I158809036"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25233645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"268","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7570430040359497},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5416252613067627},{"id":"https://openalex.org/keywords/infrared-spectroscopy","display_name":"Infrared spectroscopy","score":0.48303255438804626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4736310839653015},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.467837929725647},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.23418661952018738},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08689215779304504},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.07315933704376221}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7570430040359497},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5416252613067627},{"id":"https://openalex.org/C153642686","wikidata":"https://www.wikidata.org/wiki/Q70906","display_name":"Infrared spectroscopy","level":2,"score":0.48303255438804626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4736310839653015},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.467837929725647},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.23418661952018738},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08689215779304504},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.07315933704376221},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-9894-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9894-3_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2181144303","https://openalex.org/W2564339002","https://openalex.org/W2800788706","https://openalex.org/W2919915229","https://openalex.org/W3012727703","https://openalex.org/W3118836895","https://openalex.org/W3190823028","https://openalex.org/W4224279406","https://openalex.org/W4281485686","https://openalex.org/W4289520498","https://openalex.org/W4309709748","https://openalex.org/W4381598199","https://openalex.org/W4385484708","https://openalex.org/W4387521890","https://openalex.org/W4394567385","https://openalex.org/W4394686888","https://openalex.org/W4395702424","https://openalex.org/W4400457294","https://openalex.org/W4402334274","https://openalex.org/W4402351639"],"related_works":["https://openalex.org/W2135375667","https://openalex.org/W4323652357","https://openalex.org/W1542038854","https://openalex.org/W4236933654","https://openalex.org/W2008512696","https://openalex.org/W2916853706","https://openalex.org/W2018674345","https://openalex.org/W2469340274","https://openalex.org/W117824151","https://openalex.org/W1982027788"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}