{"id":"https://openalex.org/W2960401120","doi":"https://doi.org/10.1007/978-3-030-22216-1_15","title":"Machine Learning to Estimate the Amount of Training to Learn a Motor Skill","display_name":"Machine Learning to Estimate the Amount of Training to Learn a Motor Skill","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2960401120","doi":"https://doi.org/10.1007/978-3-030-22216-1_15","mag":"2960401120"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22216-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22216-1_15","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/A5047640267","display_name":"Mois\u00e9s Rocha dos Santos","orcid":"https://orcid.org/0000-0002-1541-8333"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mois\u00e9s R. Santos","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037834200","display_name":"Eduardo Dorneles Ferreira de Souza","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo D. F. Souza","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087786928","display_name":"Mateus Barros Frota de Carvalho","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mateus B. F. Carvalho","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049640992","display_name":"Alexandre C\u00easar Muniz de Oliveira","orcid":"https://orcid.org/0000-0002-1499-5307"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre C. M. Oliveira","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053684018","display_name":"Areolino de Almeida Neto","orcid":"https://orcid.org/0000-0003-4497-4416"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Areolino de Almeida Neto","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026109008","display_name":"Marco Rocha Curado","orcid":"https://orcid.org/0000-0001-9839-5693"},"institutions":[{"id":"https://openalex.org/I4210128201","display_name":"AbbVie (Germany)","ror":"https://ror.org/03538jp08","country_code":"DE","type":"company","lineage":["https://openalex.org/I2948539688","https://openalex.org/I4210128201"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco R. Curado","raw_affiliation_strings":["AbbVie Deutschland GmbH & Co. KG, Knollstrasse, Ludwigshafen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AbbVie Deutschland GmbH & Co. KG, Knollstrasse, Ludwigshafen, Germany","institution_ids":["https://openalex.org/I4210128201"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103786458","display_name":"Paulo R. A. Ribeiro","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo R. A. Ribeiro","raw_affiliation_strings":["Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Maranh\u00e3o, S\u00e3o Lu\u00eds, Maranh\u00e3o, Brazil","institution_ids":["https://openalex.org/I47327664"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4249,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80469254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"198","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8078165650367737},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6959367394447327},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6843810081481934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6574522852897644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6108246445655823},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5956712365150452},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5712457895278931},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5449865460395813},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5066240429878235},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.490816205739975},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.446994423866272},{"id":"https://openalex.org/keywords/motor-skill","display_name":"Motor skill","score":0.42995893955230713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8078165650367737},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6959367394447327},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6843810081481934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6574522852897644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6108246445655823},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5956712365150452},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5712457895278931},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5449865460395813},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5066240429878235},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.490816205739975},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.446994423866272},{"id":"https://openalex.org/C169976356","wikidata":"https://www.wikidata.org/wiki/Q13208902","display_name":"Motor skill","level":2,"score":0.42995893955230713},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-22216-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22216-1_15","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":[{"id":"https://openalex.org/F4320331145","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1549998098","https://openalex.org/W1901616594","https://openalex.org/W1970890515","https://openalex.org/W1994724994","https://openalex.org/W2016492633","https://openalex.org/W2034807327","https://openalex.org/W2053381765","https://openalex.org/W2067225646","https://openalex.org/W2101234009","https://openalex.org/W2108031787","https://openalex.org/W2111256015","https://openalex.org/W2129707336","https://openalex.org/W2142533684","https://openalex.org/W2144070434","https://openalex.org/W2145691535","https://openalex.org/W2169134378","https://openalex.org/W2300046745","https://openalex.org/W2321610809","https://openalex.org/W2406865504","https://openalex.org/W2591246374","https://openalex.org/W2747625785","https://openalex.org/W2781666465","https://openalex.org/W2886527610","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W4224922629","https://openalex.org/W2994772185","https://openalex.org/W1528227026","https://openalex.org/W4386970085","https://openalex.org/W4214940564"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
