{"id":"https://openalex.org/W4401927461","doi":"https://doi.org/10.1007/978-3-031-64636-2_17","title":"Training Deep Learning Neural Networks for\u00a0Predicting CCS Using the\u00a0METLIN-CCS Dataset","display_name":"Training Deep Learning Neural Networks for\u00a0Predicting CCS Using the\u00a0METLIN-CCS Dataset","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401927461","doi":"https://doi.org/10.1007/978-3-031-64636-2_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64636-2_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64636-2_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/A5106830231","display_name":"Guillermo Ramajo","orcid":null},"institutions":[{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Guillermo Ramajo","raw_affiliation_strings":["San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain","institution_ids":["https://openalex.org/I118091203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023861354","display_name":"Constantino Antonio Garc\u00eda Mart\u00ednez","orcid":"https://orcid.org/0000-0002-9739-2252"},"institutions":[{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Constantino Garc\u00eda","raw_affiliation_strings":["San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain","institution_ids":["https://openalex.org/I118091203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048895378","display_name":"Alberto Gil-de-la-Fuente","orcid":"https://orcid.org/0000-0002-5951-1601"},"institutions":[{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Gil","raw_affiliation_strings":["San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain","institution_ids":["https://openalex.org/I118091203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058386978","display_name":"Abraham Otero","orcid":"https://orcid.org/0000-0003-4568-2933"},"institutions":[{"id":"https://openalex.org/I118091203","display_name":"Universidad San Pablo CEU","ror":"https://ror.org/00tvate34","country_code":"ES","type":"education","lineage":["https://openalex.org/I118091203","https://openalex.org/I2801318690"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Abraham Otero","raw_affiliation_strings":["San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"San Pablo CEU, EPS Montepr\u00edncipe, Boadilla del Monte, 28660, Madrid, Spain","institution_ids":["https://openalex.org/I118091203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106830231"],"corresponding_institution_ids":["https://openalex.org/I118091203"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.0489,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89094214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.945900022983551,"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"}},"topics":[{"id":"https://openalex.org/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.945900022983551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8636347055435181},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6605509519577026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6079803109169006},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5862982273101807},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5680538415908813},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4740150570869446},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.44787532091140747},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.426133394241333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8636347055435181},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6605509519577026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6079803109169006},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5862982273101807},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5680538415908813},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4740150570869446},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.44787532091140747},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.426133394241333},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64636-2_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64636-2_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":23,"referenced_works":["https://openalex.org/W1965038686","https://openalex.org/W1986031862","https://openalex.org/W2121612327","https://openalex.org/W2153110279","https://openalex.org/W2295598076","https://openalex.org/W2536128108","https://openalex.org/W2740955623","https://openalex.org/W2925495008","https://openalex.org/W2982596783","https://openalex.org/W2996714860","https://openalex.org/W2999001809","https://openalex.org/W3008673945","https://openalex.org/W3082061703","https://openalex.org/W3082945565","https://openalex.org/W3095220156","https://openalex.org/W3126531255","https://openalex.org/W4211165734","https://openalex.org/W4226389608","https://openalex.org/W4234698323","https://openalex.org/W4280575862","https://openalex.org/W4281778378","https://openalex.org/W4386406888","https://openalex.org/W4388409846"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W4394050964","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734","https://openalex.org/W2551249631","https://openalex.org/W4315865067","https://openalex.org/W2979433843","https://openalex.org/W3208304128","https://openalex.org/W3000197790"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}