{"id":"https://openalex.org/W3016398929","doi":"https://doi.org/10.1109/msn48538.2019.00093","title":"Noise-Identified Kalman Filter for Short-Term Traffic Flow Forecasting","display_name":"Noise-Identified Kalman Filter for Short-Term Traffic Flow Forecasting","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3016398929","doi":"https://doi.org/10.1109/msn48538.2019.00093","mag":"3016398929"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/msn48538.2019.00093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5103062366","display_name":"Shuangyi Zhang","orcid":"https://orcid.org/0000-0001-8807-3391"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangyi Zhang","raw_affiliation_strings":["Department of Computer Science, Shantou University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056762119","display_name":"Youyi Song","orcid":"https://orcid.org/0000-0002-1641-967X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Youyi Song","raw_affiliation_strings":["Centre of Smart Health, School of Nursing, The Hong Kong Polytechnic University"],"affiliations":[{"raw_affiliation_string":"Centre of Smart Health, School of Nursing, The Hong Kong Polytechnic University","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063959214","display_name":"Dazhi Jiang","orcid":"https://orcid.org/0000-0003-0781-9126"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dazhi Jiang","raw_affiliation_strings":["Department of Computer Science, Shantou University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091806934","display_name":"Teng Zhou","orcid":"https://orcid.org/0000-0003-1920-8891"},"institutions":[{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Zhou","raw_affiliation_strings":["Department of Computer Science, Shantou University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shantou University","institution_ids":["https://openalex.org/I32574673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100662807","display_name":"Jing Qin","orcid":"https://orcid.org/0000-0002-7059-0929"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jing Qin","raw_affiliation_strings":["Centre of Smart Health, School of Nursing, The Hong Kong Polytechnic Universit"],"affiliations":[{"raw_affiliation_string":"Centre of Smart Health, School of Nursing, The Hong Kong Polytechnic Universit","institution_ids":["https://openalex.org/I14243506"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.834,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.923383,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9999,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9999,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9928,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9903,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/alpha-beta-filter","display_name":"Alpha beta filter","score":0.52276635}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67452574},{"id":"https://openalex.org/C150679823","wikidata":"https://www.wikidata.org/wiki/Q5436946","display_name":"Fast Kalman filter","level":4,"score":0.590303},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.57150203},{"id":"https://openalex.org/C79334102","wikidata":"https://www.wikidata.org/wiki/Q3072268","display_name":"Ensemble Kalman filter","level":4,"score":0.54626447},{"id":"https://openalex.org/C11588082","wikidata":"https://www.wikidata.org/wiki/Q4735154","display_name":"Alpha beta filter","level":5,"score":0.52276635},{"id":"https://openalex.org/C8639503","wikidata":"https://www.wikidata.org/wiki/Q6059511","display_name":"Invariant extended Kalman filter","level":4,"score":0.5212422},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5158171},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.49471566},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4345733},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32403463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2507429},{"id":"https://openalex.org/C50050547","wikidata":"https://www.wikidata.org/wiki/Q6927137","display_name":"Moving horizon estimation","level":4,"score":0.1531303},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.058178216},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/msn48538.2019.00093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":23,"referenced_works":["https://openalex.org/W1982978808","https://openalex.org/W1983354507","https://openalex.org/W2059128538","https://openalex.org/W2084277167","https://openalex.org/W2090192376","https://openalex.org/W2324154403","https://openalex.org/W2601912627","https://openalex.org/W2604895074","https://openalex.org/W2790930604","https://openalex.org/W2795012238","https://openalex.org/W2806123914","https://openalex.org/W2891280833","https://openalex.org/W2896797507","https://openalex.org/W2899175414","https://openalex.org/W2910982572","https://openalex.org/W2916664939","https://openalex.org/W2940640769","https://openalex.org/W2942505192","https://openalex.org/W2945686735","https://openalex.org/W2968911474","https://openalex.org/W2972303719","https://openalex.org/W2972700807","https://openalex.org/W594114979"],"related_works":["https://openalex.org/W4386026724","https://openalex.org/W4324121876","https://openalex.org/W4206024512","https://openalex.org/W3190919334","https://openalex.org/W2966342863","https://openalex.org/W2772311278","https://openalex.org/W2359845109","https://openalex.org/W2263628162","https://openalex.org/W2150837402","https://openalex.org/W2053335193"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,40],"present":[4,44],"a":[5,84],"novel":[6],"and":[7,35,122],"effective":[8,104],"technique":[9,45,98],"for":[10,75,105],"short-term":[11,106],"traffic":[12,107],"flow":[13,108],"forecasting.":[14],"Our":[15,50],"main":[16],"contribution":[17],"is":[18,53,99],"an":[19],"extension":[20],"of":[21],"Kalman":[22,48,57,73,115],"filter,":[23],"such":[24],"that":[25,54],"it":[26],"becomes":[27],"to":[28,31,102],"be":[29,103],"able":[30],"identify":[32],"the":[33,43,55,63,72,79,96,113],"noise":[34,64],"then":[36],"filter":[37,58,74,116],"out":[38,60],"it;":[39],"hence":[41,70],"named":[42],"as":[46],"noise-identified":[47],"filter.":[49],"epistemological":[51],"perspective":[52],"classic":[56,114],"filters":[59],"not":[61,111],"only":[62,112],"but":[65,117],"also":[66,118],"useful":[67,80],"signals.":[68],"We":[69],"develop":[71],"de-noising":[76],"while":[77],"preserving":[78],"signals":[81],"by":[82],"devising":[83],"cost":[85],"function.":[86],"By":[87],"conducting":[88],"extensive":[89],"experiments":[90],"on":[91],"four":[92],"benchmark":[93],"data":[94],"sets,":[95],"proposed":[97],"firmly":[100],"verified":[101],"forecasting,":[109],"outperforming":[110],"other":[119],"frequently-used":[120],"parametric":[121],"non-parametric":[123],"techniques.":[124]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3016398929","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10}],"updated_date":"2025-01-07T13:45:27.957343","created_date":"2020-04-24"}