{"id":"https://openalex.org/W2731738241","doi":"https://doi.org/10.1109/tip.2017.2723239","title":"Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects","display_name":"Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects","publication_year":2017,"publication_date":"2017-07-04","ids":{"openalex":"https://openalex.org/W2731738241","doi":"https://doi.org/10.1109/tip.2017.2723239","mag":"2731738241","pmid":"https://pubmed.ncbi.nlm.nih.gov/28692973"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2017.2723239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2723239","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5015574447","display_name":"Xinchao Wang","orcid":"https://orcid.org/0000-0003-0057-1404"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xinchao Wang","raw_affiliation_strings":["Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064925158","display_name":"Bin Fan","orcid":"https://orcid.org/0000-0002-1155-467X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Fan","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112248869","display_name":"Shiyu Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiyu Chang","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA"],"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhangyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhangyang Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Texas A&M University, College Station, TX, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654390","display_name":"Xianming Liu","orcid":"https://orcid.org/0000-0002-8857-1785"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xianming Liu","raw_affiliation_strings":["Facebook Inc., San Francisco, CA, USA","Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Facebook Inc., San Francisco, CA, USA","institution_ids":["https://openalex.org/I4210114444"]},{"raw_affiliation_string":"Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074103823","display_name":"Dacheng Tao","orcid":"https://orcid.org/0000-0001-7225-5449"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dacheng Tao","raw_affiliation_strings":["School of Information Technologies, Faculty of Engineering and Information Technologies, The University of Sydney, Sydney, NSW, Australia","UBTech Sydney Artificial Intelligence Institute, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technologies, Faculty of Engineering and Information Technologies, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"UBTech Sydney Artificial Intelligence Institute, Sydney, NSW, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101457342","display_name":"Thomas S. Huang","orcid":"https://orcid.org/0000-0001-8474-5859"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas S. Huang","raw_affiliation_strings":["Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"Image Formation and Processing Group, Beckman Institute, University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015574447"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":2.5878,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.9412491,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"26","issue":"10","first_page":"4765","last_page":"4776"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9980000257492065,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6811972260475159},{"id":"https://openalex.org/keywords/image-stitching","display_name":"Image stitching","score":0.6586892008781433},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5247333645820618},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5181016325950623},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.4950093626976013},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4570406377315521},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45548170804977417},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.4148930609226227},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3761138916015625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3759107291698456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3494943678379059},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.25367748737335205},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1983051300048828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6811972260475159},{"id":"https://openalex.org/C29081049","wikidata":"https://www.wikidata.org/wiki/Q1364242","display_name":"Image stitching","level":2,"score":0.6586892008781433},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5247333645820618},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5181016325950623},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.4950093626976013},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4570406377315521},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45548170804977417},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.4148930609226227},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3761138916015625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3759107291698456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3494943678379059},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.25367748737335205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1983051300048828},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2017.2723239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2017.2723239","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Image Processing","raw_type":"journal-article"},{"id":"pmid:28692973","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28692973","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/123834","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/123834","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2026058975","display_name":null,"funder_award_id":"61472119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2106712493","display_name":null,"funder_award_id":"LP-150100671","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G3423164306","display_name":null,"funder_award_id":"61573352","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5329554664","display_name":null,"funder_award_id":"DP-140102164","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G5659964068","display_name":null,"funder_award_id":"FT-130101457","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6152247400","display_name":null,"funder_award_id":"61403375","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W100367037","https://openalex.org/W1499901540","https://openalex.org/W1528063097","https://openalex.org/W1554825167","https://openalex.org/W1576709274","https://openalex.org/W1577133895","https://openalex.org/W1807914171","https://openalex.org/W1840672702","https://openalex.org/W1863704471","https://openalex.org/W1908451628","https://openalex.org/W1921895346","https://openalex.org/W1977666796","https://openalex.org/W1987389530","https://openalex.org/W2007352603","https://openalex.org/W2016135469","https://openalex.org/W2020209171","https://openalex.org/W2024657922","https://openalex.org/W2025665395","https://openalex.org/W2035153336","https://openalex.org/W2046871815","https://openalex.org/W2051588547","https://openalex.org/W2056250745","https://openalex.org/W2066757459","https://openalex.org/W2083049794","https://openalex.org/W2084041466","https://openalex.org/W2094957557","https://openalex.org/W2097195835","https://openalex.org/W2109139211","https://openalex.org/W2109231311","https://openalex.org/W2111644456","https://openalex.org/W2112314277","https://openalex.org/W2113929305","https://openalex.org/W2118740913","https://openalex.org/W2121332494","https://openalex.org/W2122469558","https://openalex.org/W2124541566","https://openalex.org/W2125341419","https://openalex.org/W2127084114","https://openalex.org/W2134944993","https://openalex.org/W2136579260","https://openalex.org/W2138302688","https://openalex.org/W2139474895","https://openalex.org/W2141781852","https://openalex.org/W2141822239","https://openalex.org/W2142036616","https://openalex.org/W2144958063","https://openalex.org/W2147221461","https://openalex.org/W2148958980","https://openalex.org/W2158634074","https://openalex.org/W2161406034","https://openalex.org/W2162919312","https://openalex.org/W2164799551","https://openalex.org/W2170093980","https://openalex.org/W2170245723","https://openalex.org/W2171243491","https://openalex.org/W2177258564","https://openalex.org/W2211629196","https://openalex.org/W2225887246","https://openalex.org/W2340092166","https://openalex.org/W2395596584","https://openalex.org/W2439951536","https://openalex.org/W2494566063","https://openalex.org/W2495373560","https://openalex.org/W2497737031","https://openalex.org/W2519469348","https://openalex.org/W2532516272","https://openalex.org/W2562612963","https://openalex.org/W2963063317","https://openalex.org/W2963102887","https://openalex.org/W2963121817","https://openalex.org/W3098217967","https://openalex.org/W3120048558","https://openalex.org/W4295192455","https://openalex.org/W4295331127","https://openalex.org/W6604004975","https://openalex.org/W6631487387","https://openalex.org/W6634300860","https://openalex.org/W6656781311","https://openalex.org/W6659566489","https://openalex.org/W6664536642","https://openalex.org/W6678185843","https://openalex.org/W6681119451","https://openalex.org/W6684843117","https://openalex.org/W6693378663","https://openalex.org/W6726814875"],"related_works":["https://openalex.org/W2914048681","https://openalex.org/W2806679586","https://openalex.org/W1984282557","https://openalex.org/W3216131935","https://openalex.org/W3183897436","https://openalex.org/W2165595692","https://openalex.org/W2803420671","https://openalex.org/W4226079751","https://openalex.org/W2012200063","https://openalex.org/W2091177731"],"abstract_inverted_index":{"Minimum-cost":[0],"flow":[1,81],"algorithms":[2,31],"have":[3],"recently":[4],"achieved":[5],"state-of-the-art":[6],"results":[7,43,106,113],"in":[8,23,27],"multi-object":[9],"tracking.":[10],"However,":[11],"they":[12],"rely":[13],"on":[14,34,107,114,126,191],"the":[15,42,55,62,104,112,115,139,159,165,186],"whole":[16],"image":[17],"sequence":[18],"as":[19],"input.":[20],"When":[21],"deployed":[22],"real-time":[24],"applications":[25],"or":[26],"distributed":[28],"settings,":[29],"these":[30],"first":[32],"operate":[33],"short":[35],"batches":[36,100],"of":[37,133,188,194],"frames":[38],"and":[39,65,94,129,154,179],"then":[40,157],"stitch":[41],"into":[44],"full":[45],"trajectories.":[46,135],"This":[47],"decoupled":[48],"strategy":[49],"is":[50,176],"prone":[51],"to":[52,61,163],"errors":[53,58],"because":[54],"batch-based":[56,79,92],"tracking":[57,84,93,105],"may":[59,110],"propagate":[60],"final":[63],"trajectories":[64,137,169],"cannot":[66],"be":[67],"corrected":[68],"by":[69,152],"other":[70],"batches.":[71,172],"In":[72],"this":[73],"paper,":[74],"we":[75,97,118],"propose":[76],"a":[77,120,131],"greedy":[78],"minimum-cost":[80,122],"approach":[82,175,190],"for":[83],"multiple":[85],"objects.":[86],"Unlike":[87],"existing":[88],"approaches":[89],"that":[90,103],"conduct":[91],"stitching":[95],"sequentially,":[96],"optimize":[98],"consecutive":[99,171],"jointly":[101],"so":[102],"one":[108],"batch":[109,128],"benefit":[111],"other.":[116],"Specifically,":[117],"apply":[119,158],"generalized":[121,160],"flows":[123],"(MCF)":[124],"algorithm":[125],"each":[127],"generate":[130],"set":[132],"conflicting":[134],"These":[136],"comprise":[138],"ones":[140],"with":[141,147],"high":[142],"probabilities,":[143],"but":[144],"also":[145],"those":[146],"low":[148],"probabilities":[149],"potentially":[150],"missed":[151],"detectors":[153],"trackers.":[155],"We":[156,184],"MCF":[161],"again":[162],"obtain":[164],"optimal":[166],"matching":[167],"between":[168],"from":[170],"Our":[173],"proposed":[174],"simple,":[177],"effective,":[178],"does":[180],"not":[181],"require":[182],"training.":[183],"demonstrate":[185],"power":[187],"our":[189],"data":[192],"sets":[193],"different":[195],"scenarios.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
