{"id":"https://openalex.org/W4409536604","doi":"https://doi.org/10.1109/tmc.2025.3562179","title":"HeadMon+: Domain Adaptive Head Dynamic-Based Riding Maneuver Prediction","display_name":"HeadMon+: Domain Adaptive Head Dynamic-Based Riding Maneuver Prediction","publication_year":2025,"publication_date":"2025-04-17","ids":{"openalex":"https://openalex.org/W4409536604","doi":"https://doi.org/10.1109/tmc.2025.3562179"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2025.3562179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3562179","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"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":null,"display_name":"Zengyi Han","orcid":"https://orcid.org/0009-0009-9505-3706"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyi Han","raw_affiliation_strings":["College of Artificial Intelligence, Dalian Maritime University, Dalian, China","College of Artificial Intelligence, Dalian Maritime University, China"],"raw_orcid":"https://orcid.org/0009-0009-9505-3706","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"College of Artificial Intelligence, Dalian Maritime University, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033953325","display_name":"En Wang","orcid":"https://orcid.org/0000-0001-6112-2923"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"En Wang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, China","College of Computer Science and Technology, Jilin University, China"],"raw_orcid":"https://orcid.org/0000-0001-6112-2923","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018104226","display_name":"Mohan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohan Yu","raw_affiliation_strings":["College of Software, Jilin University, Changchun, China","College of Software, Jilin University, China"],"raw_orcid":"https://orcid.org/0009-0001-7600-7642","affiliations":[{"raw_affiliation_string":"College of Software, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"College of Software, Jilin University, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440164","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0003-1172-1551"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China","School of Information Science and Technology, Dalian Maritime University, China"],"raw_orcid":"https://orcid.org/0000-0003-1172-1551","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046878953","display_name":"Yuuki Nishiyama","orcid":"https://orcid.org/0000-0002-5549-5595"},"institutions":[{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuuki Nishiyama","raw_affiliation_strings":["Center for Spatial Information Science, University of Tokyo, Tokyo, Japan","Center for Spatial Information Science, University of Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5549-5595","affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I14396692"]},{"raw_affiliation_string":"Center for Spatial Information Science, University of Tokyo, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050720322","display_name":"Kaoru Sezaki","orcid":"https://orcid.org/0000-0003-1194-4632"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaoru Sezaki","raw_affiliation_strings":["Institute of Industrial Science, University of Tokyo, Tokyo, Japan","Institute of Industrial Science, University of Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1194-4632","affiliations":[{"raw_affiliation_string":"Institute of Industrial Science, University of Tokyo, Tokyo, Japan","institution_ids":[]},{"raw_affiliation_string":"Institute of Industrial Science, University of Tokyo, Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06269265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"10","first_page":"9570","last_page":"9583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12081","display_name":"Aerodynamics and Fluid Dynamics Research","score":0.9480999708175659,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10805","display_name":"Vehicle Dynamics and Control Systems","score":0.9315999746322632,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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":0.7475149631500244},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.6265413165092468},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5273911356925964},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3502269387245178},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08873704075813293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7475149631500244},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6265413165092468},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5273911356925964},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3502269387245178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08873704075813293},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2025.3562179","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2025.3562179","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1964232317","https://openalex.org/W2009193978","https://openalex.org/W2016654760","https://openalex.org/W2018690964","https://openalex.org/W2056978120","https://openalex.org/W2086755418","https://openalex.org/W2151226872","https://openalex.org/W2162651021","https://openalex.org/W2176240313","https://openalex.org/W2546764682","https://openalex.org/W2558581619","https://openalex.org/W2799604656","https://openalex.org/W2897132279","https://openalex.org/W2903744126","https://openalex.org/W2951555353","https://openalex.org/W2964344294","https://openalex.org/W2970913305","https://openalex.org/W2996962164","https://openalex.org/W3009727746","https://openalex.org/W3014095462","https://openalex.org/W3036171677","https://openalex.org/W3199972400","https://openalex.org/W4200098409","https://openalex.org/W4206083335","https://openalex.org/W4281705671","https://openalex.org/W4309374821","https://openalex.org/W4366250340","https://openalex.org/W4385485096","https://openalex.org/W4385986534","https://openalex.org/W4394711910"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Micro-mobility":[0],"has":[1,13,170],"become":[2],"a":[3,17,125,177],"vital":[4],"means":[5],"of":[6,141,168,174,181],"transportation":[7],"in":[8,16,19,84],"recent":[9],"years,":[10],"however,":[11],"it":[12,112,192],"also":[14],"resulted":[15],"rise":[18],"traffic":[20],"incidents.":[21],"Timely":[22],"tracking":[23],"and":[24,35,47,88,111,120,150,187,195],"predicting":[25],"riders'":[26],"maneuvers":[27],"hold":[28],"the":[29,52,72,85,94,102,165],"potential":[30],"to":[31,40,70,81,116,143,198],"ensure":[32],"active":[33],"protection":[34],"allow":[36],"for":[37,153],"sufficient":[38],"time":[39,179],"avert":[41],"accidents":[42],"by":[43,106],"issuing":[44],"timely":[45],"warnings":[46],"interventions.":[48],"We":[49,96],"contend":[50],"that":[51,164],"rider's":[53,103],"head":[54,109],"dynamics":[55],"can":[56,113],"provide":[57],"valuable":[58],"information":[59],"regarding":[60],"their":[61,108],"subsequent":[62,104],"maneuvers.":[63],"Riders'":[64],"traveling":[65],"habits,":[66],"however":[67],"diverse,":[68],"not":[69],"mention":[71],"rapidly":[73],"varying":[74],"riding":[75,118,151],"environment.":[76],"The":[77,122],"above":[78],"factors":[79],"contribute":[80,197],"significant":[82],"disruptions":[83],"data":[86,145],"source,":[87],"various":[89,117],"micro-mobility":[90],"forms":[91],"further":[92],"exacerbate":[93],"issue.":[95],"accordingly":[97],"present":[98],"HeadMon+,":[99],"which":[100],"predicts":[101],"maneuver":[105,155,166],"examining":[107],"dynamics,":[110],"effectively":[114],"adapt":[115],"conditions":[119,152],"individuals.":[121],"system":[123],"incorporates":[124],"deep":[126],"learning":[127],"framework":[128],"with":[129,176],"an":[130,171],"advanced":[131],"domain":[132],"adversarial":[133],"network.":[134],"By":[135],"single-time":[136],"pre-training,":[137],"HeadMon+":[138,169],"is":[139],"capable":[140],"adapting":[142],"new":[144],"domains,":[146],"including":[147],"human":[148],"subjects,":[149],"robust":[154],"prediction.":[156],"Based":[157],"on":[158],"our":[159],"evaluation,":[160],"we":[161],"have":[162],"found":[163],"prediction":[167,178],"overall":[172],"precision":[173],"94%":[175],"gap":[180],"4":[182],"seconds.":[183],"HeadMon+'s":[184],"low":[185],"cost":[186],"rapid":[188],"response":[189],"capability":[190],"make":[191],"easily":[193],"deployed":[194],"then":[196],"enhancing":[199],"safe":[200],"riding.":[201]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-04-18T00:00:00"}