{"id":"https://openalex.org/W4379803911","doi":"https://doi.org/10.1007/978-3-031-33783-3_29","title":"Machine-Learning Based Estimation of\u00a0the\u00a0Bending Magnitude Sensed by\u00a0a\u00a0Fiber Optic Device","display_name":"Machine-Learning Based Estimation of\u00a0the\u00a0Bending Magnitude Sensed by\u00a0a\u00a0Fiber Optic Device","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379803911","doi":"https://doi.org/10.1007/978-3-031-33783-3_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-33783-3_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33783-3_29","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/A5073350137","display_name":"Luis M. Valent\u00edn-Coronado","orcid":"https://orcid.org/0000-0002-9874-4088"},"institutions":[{"id":"https://openalex.org/I2799391333","display_name":"Centro de Investigaciones en Optica","ror":"https://ror.org/00q8h8k29","country_code":"MX","type":"facility","lineage":["https://openalex.org/I2799391333"]},{"id":"https://openalex.org/I4210163111","display_name":"Secretar\u00eda de Ciencia, Humanidades, Tecnolog\u00eda e Innovaci\u00f3n","ror":"https://ror.org/059ex5q34","country_code":"MX","type":"government","lineage":["https://openalex.org/I4210163111"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Luis M. Valent\u00edn-Coronado","raw_affiliation_strings":["Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico","Consejo Nacional de Ciencia y Tecnolog\u00eda, Ciudad de M\u00e9xico, 03940, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9874-4088","affiliations":[{"raw_affiliation_string":"Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico","institution_ids":["https://openalex.org/I2799391333"]},{"raw_affiliation_string":"Consejo Nacional de Ciencia y Tecnolog\u00eda, Ciudad de M\u00e9xico, 03940, Mexico","institution_ids":["https://openalex.org/I4210163111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003769982","display_name":"Rodolfo Mart\u00ednez-Manuel","orcid":"https://orcid.org/0000-0002-7299-3924"},"institutions":[{"id":"https://openalex.org/I2799391333","display_name":"Centro de Investigaciones en Optica","ror":"https://ror.org/00q8h8k29","country_code":"MX","type":"facility","lineage":["https://openalex.org/I2799391333"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodolfo Mart\u00ednez-Manuel","raw_affiliation_strings":["Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7299-3924","affiliations":[{"raw_affiliation_string":"Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico","institution_ids":["https://openalex.org/I2799391333"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086474797","display_name":"Jonathan Esquivel-Hern\u00e1ndez","orcid":"https://orcid.org/0000-0002-9835-5533"},"institutions":[{"id":"https://openalex.org/I2799391333","display_name":"Centro de Investigaciones en Optica","ror":"https://ror.org/00q8h8k29","country_code":"MX","type":"facility","lineage":["https://openalex.org/I2799391333"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jonathan Esquivel-Hern\u00e1ndez","raw_affiliation_strings":["Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9835-5533","affiliations":[{"raw_affiliation_string":"Centro de Investigaciones en \u00d3ptica, Ags., 20200, Aguascalientes, Mexican, Mexico","institution_ids":["https://openalex.org/I2799391333"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074817823","display_name":"Sophie LaRochelle","orcid":"https://orcid.org/0000-0002-8296-6209"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sophie LaRochelle","raw_affiliation_strings":["Center for Optics, Photonics and Lasers (COPL), ECE Department, Universit\u00e9 Laval, Qu\u00e9bec, QC, G1V 0A6, Canada"],"raw_orcid":"https://orcid.org/0000-0002-8296-6209","affiliations":[{"raw_affiliation_string":"Center for Optics, Photonics and Lasers (COPL), ECE Department, Universit\u00e9 Laval, Qu\u00e9bec, QC, G1V 0A6, Canada","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073350137"],"corresponding_institution_ids":["https://openalex.org/I2799391333","https://openalex.org/I4210163111"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4479,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91799544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10638","display_name":"Optical measurement and interference techniques","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7274249792098999},{"id":"https://openalex.org/keywords/bending","display_name":"Bending","score":0.5916320085525513},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.589076578617096},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5616851449012756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5416340231895447},{"id":"https://openalex.org/keywords/multi-mode-optical-fiber","display_name":"Multi-mode optical fiber","score":0.4986903667449951},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46263188123703003},{"id":"https://openalex.org/keywords/optical-fiber","display_name":"Optical fiber","score":0.4522054195404053},{"id":"https://openalex.org/keywords/fiber-optic-sensor","display_name":"Fiber optic sensor","score":0.42685744166374207},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41477546095848083},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41458866000175476},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40852054953575134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3643571734428406},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33502721786499023},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1175561249256134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0986456573009491},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.09689962863922119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274249792098999},{"id":"https://openalex.org/C87210426","wikidata":"https://www.wikidata.org/wiki/Q1072476","display_name":"Bending","level":2,"score":0.5916320085525513},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.589076578617096},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5616851449012756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5416340231895447},{"id":"https://openalex.org/C101645829","wikidata":"https://www.wikidata.org/wiki/Q1781857","display_name":"Multi-mode optical fiber","level":3,"score":0.4986903667449951},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46263188123703003},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.4522054195404053},{"id":"https://openalex.org/C21651689","wikidata":"https://www.wikidata.org/wiki/Q1397427","display_name":"Fiber optic sensor","level":3,"score":0.42685744166374207},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41477546095848083},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41458866000175476},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40852054953575134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3643571734428406},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33502721786499023},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1175561249256134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0986456573009491},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.09689962863922119},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-33783-3_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33783-3_29","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":[{"display_name":"Life in Land","score":0.550000011920929,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1817561967","https://openalex.org/W1985712316","https://openalex.org/W1998160751","https://openalex.org/W2140637004","https://openalex.org/W2141057923","https://openalex.org/W2170505850","https://openalex.org/W2285208919","https://openalex.org/W2589615404","https://openalex.org/W2592949994","https://openalex.org/W2614949728","https://openalex.org/W2787020583","https://openalex.org/W2801440341","https://openalex.org/W2803747455","https://openalex.org/W2911964244","https://openalex.org/W2942137712","https://openalex.org/W2963698847","https://openalex.org/W3013761817","https://openalex.org/W3100420029","https://openalex.org/W3102294156","https://openalex.org/W3104053397","https://openalex.org/W4249747135"],"related_works":["https://openalex.org/W4321636153","https://openalex.org/W4377964522","https://openalex.org/W2985924212","https://openalex.org/W2345184372","https://openalex.org/W3195610867","https://openalex.org/W3013515612","https://openalex.org/W3195168932","https://openalex.org/W2187500075","https://openalex.org/W2071995606","https://openalex.org/W2378448154"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}