{"id":"https://openalex.org/W122095487","doi":"https://doi.org/10.1007/978-3-642-38577-3_70","title":"A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks","display_name":"A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W122095487","doi":"https://doi.org/10.1007/978-3-642-38577-3_70","mag":"122095487"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-38577-3_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38577-3_70","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/A5010495833","display_name":"Christoph Bergmeir","orcid":"https://orcid.org/0000-0002-3665-9021"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Christoph Bergmeir","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070933046","display_name":"G.I. Sainz-Palmero","orcid":"https://orcid.org/0000-0002-4097-5633"},"institutions":[{"id":"https://openalex.org/I108103353","display_name":"Universidad de Valladolid","ror":"https://ror.org/01fvbaw18","country_code":"ES","type":"education","lineage":["https://openalex.org/I108103353"]},{"id":"https://openalex.org/I4210133552","display_name":"Centro Tecnol\u00f3gico del Mar","ror":"https://ror.org/03g8d4x11","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210133552"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gregorio S\u00e1inz","raw_affiliation_strings":["CARTIF Centro Tecnol\u00f3gico, Parque Tecnol\u00f3gico de Boecillo 205, 47151, Valladolid, Spain","Systems Engineering and Control Department, School of Industrial Engineering, University of Valladolid, 47011, Valladolid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CARTIF Centro Tecnol\u00f3gico, Parque Tecnol\u00f3gico de Boecillo 205, 47151, Valladolid, Spain","institution_ids":["https://openalex.org/I4210133552"]},{"raw_affiliation_string":"Systems Engineering and Control Department, School of Industrial Engineering, University of Valladolid, 47011, Valladolid, Spain","institution_ids":["https://openalex.org/I108103353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077513743","display_name":"Carlos Mart\u00ednez Bertrand","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164032","display_name":"Grupo ACS (Spain)","ror":"https://ror.org/05gmzxx11","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210164032"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Mart\u00ednez Bertrand","raw_affiliation_strings":["V\u00cdAS Y CONSTRUCCIONES, S.A. (Grupo ACS), Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"V\u00cdAS Y CONSTRUCCIONES, S.A. (Grupo ACS), Spain","institution_ids":["https://openalex.org/I4210164032"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089237494","display_name":"Jos\u00e9 M. Ben\u00edtez","orcid":"https://orcid.org/0000-0002-2346-0793"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel Ben\u00edtez","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR, University of Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.18,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.9239259,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"674","last_page":"683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9805999994277954,"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"}},"topics":[{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9805999994277954,"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"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9575999975204468,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.7743398547172546},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.5995299816131592},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5806009769439697},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5572853684425354},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47496411204338074},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.45320039987564087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4330032169818878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4243798553943634},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.418000727891922},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3472796082496643},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17768654227256775},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11765477061271667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7743398547172546},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.5995299816131592},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5806009769439697},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5572853684425354},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47496411204338074},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.45320039987564087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4330032169818878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4243798553943634},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.418000727891922},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3472796082496643},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17768654227256775},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11765477061271667},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-38577-3_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38577-3_70","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":15,"referenced_works":["https://openalex.org/W1513618424","https://openalex.org/W1528067329","https://openalex.org/W1817040532","https://openalex.org/W2000781845","https://openalex.org/W2047987227","https://openalex.org/W2063978378","https://openalex.org/W2080963377","https://openalex.org/W2102201073","https://openalex.org/W2110485445","https://openalex.org/W2118684364","https://openalex.org/W2153635508","https://openalex.org/W2153787847","https://openalex.org/W2582743722","https://openalex.org/W4230857432","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889","https://openalex.org/W3174513558"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
