{"id":"https://openalex.org/W2966437693","doi":"https://doi.org/10.1016/j.future.2019.07.056","title":"Online travel mode detection method using automated machine learning and feature engineering","display_name":"Online travel mode detection method using automated machine learning and feature engineering","publication_year":2019,"publication_date":"2019-07-29","ids":{"openalex":"https://openalex.org/W2966437693","doi":"https://doi.org/10.1016/j.future.2019.07.056","mag":"2966437693"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2019.07.056","doi":"https://doi.org/10.1016/j.future.2019.07.056","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2019.07.056","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-a","jufo-3","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"volume":null,"type":"article","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/A5010653528","display_name":"Elton Figueiredo de Souza Soares","orcid":"https://orcid.org/0000-0002-7371-8035","observed_orcids":["https://orcid.org/0000-0002-7371-8035"]},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Elton F. de S. Soares","raw_affiliation_strings":["Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I83648350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087835697","display_name":"Carlos Alberto V. Campos","orcid":"https://orcid.org/0000-0002-9979-6541","observed_orcids":["https://orcid.org/0000-0002-9979-6541"]},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Alberto V. Campos","raw_affiliation_strings":["Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I83648350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087367877","display_name":"Sidney Cunha de Lucena","orcid":"https://orcid.org/0000-0002-4742-1561","observed_orcids":["https://orcid.org/0000-0002-4742-1561"]},"institutions":[{"id":"https://openalex.org/I83648350","display_name":"Universidade Federal do Estado do Rio de Janeiro","ror":"https://ror.org/04tec8z30","country_code":"BR","type":"education","lineage":["https://openalex.org/I83648350"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sidney C. de Lucena","raw_affiliation_strings":["Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Postgraduate Program in Informatics \u2013 UNIRIO Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I83648350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010653528"],"corresponding_institution_ids":["https://openalex.org/I83648350"],"apc_list":{"value":3200,"currency":"USD","value_usd":3200},"apc_paid":null,"fwci":3.0842,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.89538131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"101","issue":null,"first_page":"1201","last_page":"1212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.8978999853134155,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.8978999853134155,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.05889999866485596,"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/T11106","display_name":"Data Management and Algorithms","score":0.014499999582767487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/travel-mode-detection","display_name":"travel mode detection","score":0.9729999899864197},{"id":"https://openalex.org/keywords/automated-machine-learning","display_name":"automated machine learning","score":0.9179999828338623},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"feature engineering","score":0.9919999837875366},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.9950000047683716},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9990000128746033},{"id":"https://openalex.org/keywords/smartphone-mobility-data","display_name":"smartphone mobility data","score":0.6029999852180481},{"id":"https://openalex.org/keywords/location-based-services","display_name":"location-based services","score":0.9639999866485596},{"id":"https://openalex.org/keywords/accuracy-cost-trade-off","display_name":"accuracy-cost trade-off","score":0.6050000190734863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.897829532623291},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.7844986915588379},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6654880046844482},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5991860628128052},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5571900606155396},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5405553579330444},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5291756987571716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5137146711349487},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5048461556434631},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3711261749267578},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24564003944396973},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1566717028617859},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2019.07.056","doi":"https://doi.org/10.1016/j.future.2019.07.056","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2019.07.056","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-a","jufo-3","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W60686164","https://openalex.org/W207309682","https://openalex.org/W616026467","https://openalex.org/W1503196035","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1570713908","https://openalex.org/W1575480425","https://openalex.org/W1680392829","https://openalex.org/W1970646187","https://openalex.org/W1980264541","https://openalex.org/W1984589714","https://openalex.org/W1987028919","https://openalex.org/W2033626294","https://openalex.org/W2042114513","https://openalex.org/W2089468765","https://openalex.org/W2091200209","https://openalex.org/W2102539288","https://openalex.org/W2131241448","https://openalex.org/W2158698691","https://openalex.org/W2161336914","https://openalex.org/W2182361439","https://openalex.org/W2247816666","https://openalex.org/W2334294332","https://openalex.org/W2342216031","https://openalex.org/W2403034943","https://openalex.org/W2487770199","https://openalex.org/W2498119267","https://openalex.org/W2499916382","https://openalex.org/W2500941883","https://openalex.org/W2509191042","https://openalex.org/W2535078255","https://openalex.org/W2559655401","https://openalex.org/W2564326070","https://openalex.org/W2604272474","https://openalex.org/W2608595939","https://openalex.org/W2616570228","https://openalex.org/W2725533054","https://openalex.org/W2736098799","https://openalex.org/W2745708520","https://openalex.org/W2752228365","https://openalex.org/W2752546456","https://openalex.org/W2771098373","https://openalex.org/W2775641641","https://openalex.org/W2787741622","https://openalex.org/W2794518829","https://openalex.org/W2799061466","https://openalex.org/W2801289936","https://openalex.org/W2803145220","https://openalex.org/W2949431720","https://openalex.org/W2953965357","https://openalex.org/W3145506661","https://openalex.org/W4205687621","https://openalex.org/W4206209869","https://openalex.org/W6602002561"],"related_works":["https://openalex.org/W3009421280","https://openalex.org/W2944802617","https://openalex.org/W2621282681","https://openalex.org/W3210570101","https://openalex.org/W2477922359","https://openalex.org/W2782943965","https://openalex.org/W3165424728","https://openalex.org/W3129131385","https://openalex.org/W2938880260","https://openalex.org/W4387915268"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-08-13T00:00:00"}