{"id":"https://openalex.org/W4409152031","doi":"https://doi.org/10.1109/tii.2025.3552714","title":"A Tracking-Based Burst Bubble Recognition in Flotation Using Deep Graph Neural Network","display_name":"A Tracking-Based Burst Bubble Recognition in Flotation Using Deep Graph Neural Network","publication_year":2025,"publication_date":"2025-04-04","ids":{"openalex":"https://openalex.org/W4409152031","doi":"https://doi.org/10.1109/tii.2025.3552714"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2025.3552714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3552714","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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":"https://openalex.org/A5100771413","display_name":"Rui Tian","orcid":"https://orcid.org/0000-0003-2570-4322"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Tian","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2570-4322","affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023980618","display_name":"Ziqi Lv","orcid":"https://orcid.org/0000-0002-6940-1078"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Lv","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6940-1078","affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020492265","display_name":"Meijie Sun","orcid":"https://orcid.org/0000-0003-4808-2167"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meijie Sun","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091567266","display_name":"Yanan Tu","orcid":"https://orcid.org/0000-0002-4803-1207"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Tu","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058662188","display_name":"Zhiqiang Xu","orcid":"https://orcid.org/0000-0002-3995-4448"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Xu","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432942","display_name":"Weidong Wang","orcid":"https://orcid.org/0000-0003-1713-7890"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Wang","raw_affiliation_strings":["School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Chemical and Environmental Engineering, China University of Mining and Technology (Beijing), Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":1.1068,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76082623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"21","issue":"7","first_page":"5297","last_page":"5307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11401","display_name":"Minerals Flotation and Separation Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11401","display_name":"Minerals Flotation and Separation Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/artificial-neural-network","display_name":"Artificial neural network","score":0.5843244194984436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5741536617279053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5589340925216675},{"id":"https://openalex.org/keywords/bubble","display_name":"Bubble","score":0.552971601486206},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5292574763298035},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45606720447540283},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43452197313308716},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.42746907472610474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32850947976112366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18408286571502686},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09584382176399231}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5843244194984436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5741536617279053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5589340925216675},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.552971601486206},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5292574763298035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45606720447540283},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43452197313308716},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.42746907472610474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32850947976112366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18408286571502686},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09584382176399231},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2025.3552714","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2025.3552714","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2072214669","https://openalex.org/W2928956957","https://openalex.org/W3137839740","https://openalex.org/W938380018","https://openalex.org/W2369700007","https://openalex.org/W3129210721","https://openalex.org/W2354156280","https://openalex.org/W2059848165","https://openalex.org/W2012117814","https://openalex.org/W4383163774"],"abstract_inverted_index":{"Bubble":[0],"burst":[1,29,109],"and":[2,10,79,110,131,143],"coalescence":[3,111],"are":[4,62,113],"key":[5],"indicators":[6],"of":[7,120],"froth":[8,40],"stability,":[9],"play":[11],"a":[12,22,43,54,65],"vital":[13],"role":[14],"in":[15,28,83,128],"flotation":[16,133],"process":[17,134],"monitoring.":[18],"This":[19],"article":[20],"presents":[21],"tracking-based":[23],"framework":[24,33,138],"to":[25,74,148],"improve":[26],"recall":[27,140],"bubble":[30,35,77],"recognition.":[31],"The":[32],"conceptualizes":[34],"trajectories":[36],"over":[37],"the":[38,48,100,117],"entire":[39],"video":[41],"as":[42],"directed":[44],"acyclic":[45],"graph,":[46],"where":[47],"minimum-cost":[49],"flow":[50],"is":[51],"optimized":[52],"through":[53,123],"deep":[55],"graph":[56,91],"neural":[57],"network.":[58],"Initial":[59],"node":[60],"embeddings":[61,94],"extracted":[63],"using":[64],"temporal-aware":[66],"pyramid":[67],"network,":[68],"which":[69],"leverages":[70],"hierarchical":[71],"spatial-attention":[72],"features":[73],"preserve":[75],"small":[76],"representations":[78],"mitigate":[80],"information":[81],"loss":[82],"downsampling":[84],"layers.":[85],"In":[86],"addition,":[87],"an":[88],"edge-regularized":[89],"jumping":[90],"aggregates":[92],"sparsity-constrained":[93],"across":[95],"multiple":[96],"depths,":[97],"effectively":[98],"addressing":[99],"oversmoothing":[101],"problem":[102],"while":[103],"capturing":[104],"long-term":[105],"trajectory":[106],"information.":[107],"Finally,":[108],"bubbles":[112,122],"identified":[114],"by":[115,141,145],"analyzing":[116],"relative":[118],"motion":[119],"neighboring":[121],"nearest":[124],"supportive":[125],"neighbors.":[126],"Experiments":[127],"industrial":[129],"coal":[130],"galena":[132],"demonstrate":[135],"that":[136],"our":[137],"improves":[139],"18.45%":[142],"F1-score":[144],"11.80%":[146],"compared":[147],"existing":[149],"methods.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
