{"id":"https://openalex.org/W7127052079","doi":"https://doi.org/10.1007/978-3-032-11358-0_17","title":"1D Separable Convolutional Neural Network Architecture for Real-Time Stellar Classification Based on Captured Spectral Characteristics","display_name":"1D Separable Convolutional Neural Network Architecture for Real-Time Stellar Classification Based on Captured Spectral Characteristics","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127052079","doi":"https://doi.org/10.1007/978-3-032-11358-0_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-11358-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_17","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/A5124732978","display_name":"Jorge Felix Mart\u00ednez Pazos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"Jorge Felix Mart\u00ednez Pazos","raw_affiliation_strings":["Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba","institution_ids":["https://openalex.org/I4210102241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068203070","display_name":"David Batard Lorenzo","orcid":"https://orcid.org/0009-0007-3555-2875"},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"David Batard Lorenzo","raw_affiliation_strings":["Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba","institution_ids":["https://openalex.org/I4210102241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124704007","display_name":"Ariel Ramirez Alvarez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Ariel Ramirez Alvarez","raw_affiliation_strings":["Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba","institution_ids":["https://openalex.org/I4210102241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124694434","display_name":"Yunwei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148850","display_name":"National Science Library","ror":"https://ror.org/04ndjyr10","country_code":"CN","type":"archive","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210148850"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunwei Chen","raw_affiliation_strings":["Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","Scientometrics and Evaluation Research Center (SERC), National Science Library (Chengdu), Chinese Academy of Science, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Scientometrics and Evaluation Research Center (SERC), National Science Library (Chengdu), Chinese Academy of Science, Sichuan, China","institution_ids":["https://openalex.org/I4210148850"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124730718","display_name":"Jorge Gul\u00edn-Gonzalez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Jorge Gul\u00edn-Gonzalez","raw_affiliation_strings":["Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Estudios de Matem\u00e1tica Computacional, Universidad de Las Ciencias Inform\u00e1ticas, La Habana, Cuba","institution_ids":["https://openalex.org/I4210102241"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5124732978"],"corresponding_institution_ids":["https://openalex.org/I4210102241"],"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":0.30533752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.21699999272823334,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10039","display_name":"Stellar, planetary, and galactic studies","score":0.21699999272823334,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11323","display_name":"Gamma-ray bursts and supernovae","score":0.07810000330209732,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14163","display_name":"Astronomical Observations and Instrumentation","score":0.04910000041127205,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6841999888420105},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6216999888420105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47589999437332153},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4754999876022339},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.4708999991416931},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46389999985694885},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.42410001158714294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.885200023651123},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6841999888420105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6243000030517578},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6216999888420105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47589999437332153},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.4708999991416931},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46389999985694885},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42410001158714294},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4205999970436096},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3691999912261963},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C180690934","wikidata":"https://www.wikidata.org/wiki/Q25377588","display_name":"Stellar classification","level":3,"score":0.334199994802475},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.3068999946117401},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2572000026702881}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-11358-0_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_17","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2066469075","https://openalex.org/W2112028701","https://openalex.org/W2148143831","https://openalex.org/W2783437238","https://openalex.org/W2919291029","https://openalex.org/W2921395996","https://openalex.org/W2981799989","https://openalex.org/W3010430082","https://openalex.org/W3112559692","https://openalex.org/W4205885782","https://openalex.org/W4220924308","https://openalex.org/W4245661802","https://openalex.org/W4288913599","https://openalex.org/W4299493560","https://openalex.org/W4310820229","https://openalex.org/W4366608900","https://openalex.org/W4385481876","https://openalex.org/W4407877128"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2026-02-03T00:00:00"}
