{"id":"https://openalex.org/W2091726084","doi":"https://doi.org/10.1109/itsc.2013.6728210","title":"Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots","display_name":"Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2091726084","doi":"https://doi.org/10.1109/itsc.2013.6728210","mag":"2091726084"},"language":"en","primary_location":{"id":"doi:10.1109/itsc.2013.6728210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2013.6728210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100760111","display_name":"Bei Chen","orcid":"https://orcid.org/0000-0001-9087-012X"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Bei Chen","raw_affiliation_strings":["IBM Research, Ireland, Dublin 15","IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Ireland, Dublin 15","institution_ids":["https://openalex.org/I4210145784"]},{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036237095","display_name":"Fabio Pinelli","orcid":"https://orcid.org/0000-0003-1058-6917"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Fabio Pinelli","raw_affiliation_strings":["IBM Research, Ireland, Dublin 15","IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Ireland, Dublin 15","institution_ids":["https://openalex.org/I4210145784"]},{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002586111","display_name":"Mathieu Sinn","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mathieu Sinn","raw_affiliation_strings":["IBM Research, Ireland, Dublin 15","IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Ireland, Dublin 15","institution_ids":["https://openalex.org/I4210145784"]},{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060428445","display_name":"Adi Botea","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Adi Botea","raw_affiliation_strings":["IBM Research, Ireland, Dublin 15","IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Ireland, Dublin 15","institution_ids":["https://openalex.org/I4210145784"]},{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082393646","display_name":"Francesco Calabrese","orcid":"https://orcid.org/0009-0008-4706-1499"},"institutions":[{"id":"https://openalex.org/I4210145784","display_name":"IBM Research - Ireland","ror":"https://ror.org/04jnxr720","country_code":"IE","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210145784"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Francesco Calabrese","raw_affiliation_strings":["IBM Research, Ireland, Dublin 15","IBM Research, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research, Ireland, Dublin 15","institution_ids":["https://openalex.org/I4210145784"]},{"raw_affiliation_string":"IBM Research, Dublin, Ireland","institution_ids":["https://openalex.org/I4210145784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210145784"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"53","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9998000264167786,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9998000264167786,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9995999932289124,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.6551666855812073},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6105090379714966},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.573118269443512},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4321630895137787},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4312344789505005},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36102741956710815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14602446556091309},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10038396716117859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6551666855812073},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6105090379714966},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.573118269443512},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4321630895137787},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4312344789505005},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36102741956710815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14602446556091309},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10038396716117859},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itsc.2013.6728210","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itsc.2013.6728210","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W7800498","https://openalex.org/W35399427","https://openalex.org/W1556631438","https://openalex.org/W2039698234","https://openalex.org/W2062672519","https://openalex.org/W2075767181","https://openalex.org/W2098826311","https://openalex.org/W2130859329","https://openalex.org/W2135616346","https://openalex.org/W4249303080","https://openalex.org/W4298870098","https://openalex.org/W6601424805","https://openalex.org/W6675108730"],"related_works":["https://openalex.org/W2954294845","https://openalex.org/W4288103796","https://openalex.org/W2100843116","https://openalex.org/W2974004262","https://openalex.org/W2577596737","https://openalex.org/W2946404748","https://openalex.org/W2783261067","https://openalex.org/W3214611532","https://openalex.org/W3127809076","https://openalex.org/W3141616519"],"abstract_inverted_index":{"Building":[0],"efficient":[1],"and":[2,77],"sustainable":[3],"transportation":[4,22],"systems":[5],"is":[6,112,132],"a":[7,65],"key":[8],"challenge":[9],"for":[10,75,122],"accommodating":[11],"the":[12,30,45,55,58,96,116,119,123,129],"fast-increasing":[13],"population":[14],"living":[15],"in":[16,21,40,99,102],"cities.":[17],"Lack":[18],"of":[19,32,57,67,104,109,118,145],"efficiency":[20],"networks":[23],"typically":[24],"arises":[25],"from":[26,155],"uncertainty,":[27],"e.g.,":[28],"about":[29],"availability":[31,78,131],"resources":[33],"(such":[34,51],"as":[35,52,143],"parking":[36],"lots":[37],"or":[38,44,54],"bicycles":[39],"bike":[41],"sharing":[42],"systems),":[43],"exogenous":[46,89],"factors":[47],"affecting":[48],"their":[49,160],"demand":[50,76],"weather":[53],"time":[56,82,121,161],"day).":[59],"In":[60,84],"this":[61,137],"paper,":[62],"we":[63],"present":[64],"class":[66],"algorithms":[68],"which":[69,150],"use":[70],"Generalized":[71],"Additive":[72],"Models":[73],"(GAMs)":[74],"prediction":[79,105],"on":[80],"various":[81],"scales.":[83],"contrast":[85],"to":[86,153,159],"existing":[87],"methods,":[88],"effects":[90],"can":[91,140],"be":[92,141],"explicitly":[93],"factored":[94],"into":[95],"models,":[97],"resulting":[98],"significant":[100],"gains":[101],"terms":[103],"accuracy.":[106],"Another":[107],"advantage":[108],"our":[110],"approach":[111],"that":[113],"it":[114],"estimates":[115],"distribution":[117],"waiting":[120],"next":[124],"available":[125],"bike/parking":[126],"lot":[127],"if":[128],"current":[130],"zero.":[133],"We":[134],"showcase":[135],"how":[136],"additional":[138],"information":[139],"used":[142],"part":[144],"personal":[146],"uncertainty-aware":[147],"journey":[148],"planners":[149],"allow":[151],"users":[152],"choose":[154],"multiple":[156],"routes":[157],"according":[158],"constraints.":[162]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}