{"id":"https://openalex.org/W2773501532","doi":"https://doi.org/10.1109/smc.2017.8123181","title":"Towards a virtual environment for interactive analysis of cluster-based flow pattern abstraction","display_name":"Towards a virtual environment for interactive analysis of cluster-based flow pattern abstraction","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2773501532","doi":"https://doi.org/10.1109/smc.2017.8123181","mag":"2773501532"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8123181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8123181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-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/A5085999994","display_name":"Suryatapa Roy","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Suryatapa Roy","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034008514","display_name":"Yaoping Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaoping Hu","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018204883","display_name":"Robert J. Martinuzzi","orcid":"https://orcid.org/0000-0003-4349-2896"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert J. Martinuzzi","raw_affiliation_strings":["Dept. of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, CANADA"],"affiliations":[{"raw_affiliation_string":"Dept. of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, CANADA","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026644934","display_name":"Chris Morton","orcid":"https://orcid.org/0000-0002-9991-5598"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris Morton","raw_affiliation_strings":["Dept. of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, CANADA"],"affiliations":[{"raw_affiliation_string":"Dept. of Mechanical and Manufacturing Engineering, University of Calgary, Calgary, AB, CANADA","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085999994"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18093506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3547","last_page":"3552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9980999827384949,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9980999827384949,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.9753000140190125,"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":0.8637176752090454},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6998587250709534},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.5754116177558899},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.47182685136795044},{"id":"https://openalex.org/keywords/virtual-reality","display_name":"Virtual reality","score":0.44588035345077515},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4341382086277008},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.4282934069633484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36784979701042175},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09477999806404114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8637176752090454},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6998587250709534},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.5754116177558899},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.47182685136795044},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.44588035345077515},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4341382086277008},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.4282934069633484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36784979701042175},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09477999806404114},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8123181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8123181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W157875604","https://openalex.org/W2022122756","https://openalex.org/W2034851756","https://openalex.org/W2109317454","https://openalex.org/W2116958202","https://openalex.org/W2153064894","https://openalex.org/W2161133721","https://openalex.org/W2249127243","https://openalex.org/W2560622461","https://openalex.org/W6606429893","https://openalex.org/W6656203524"],"related_works":["https://openalex.org/W2377402383","https://openalex.org/W2380835401","https://openalex.org/W2381912691","https://openalex.org/W2350381577","https://openalex.org/W2353618196","https://openalex.org/W2348074676","https://openalex.org/W2385033175","https://openalex.org/W2374043190","https://openalex.org/W2363298784","https://openalex.org/W2367402697"],"abstract_inverted_index":{"Recent":[0],"research":[1],"efforts":[2],"show":[3],"the":[4,22,28,65,73,84,97,103,118,141,143,167],"benefits":[5],"of":[6,24,30,45,83,96,112,125,135,148,170],"using":[7],"machine":[8,71],"learning":[9],"and":[10,32,67,91,110,151],"interactive":[11,107,168],"visualizations":[12],"in":[13,21,64,117,140],"data":[14],"analytics.":[15],"However,":[16],"there":[17],"is":[18],"a":[19,46,57,163],"void":[20],"implementation":[23],"these":[25,113,156],"techniques":[26,124],"for":[27,79,106,166],"analysis":[29,128,157,169],"large":[31],"complex":[33],"4-dimentional":[34],"(4D)":[35],"unsteady":[36],"flows.":[37],"Hence,":[38],"this":[39,52],"paper":[40],"presents":[41],"an":[42],"initial":[43],"development":[44],"virtual":[47,144],"environment":[48,165],"(VE)":[49],"to":[50,102,131],"fill":[51],"void.":[53],"The":[54,94,115],"VE":[55],"has":[56],"two-layer":[58],"architecture":[59],"with":[60],"different":[61],"technologies":[62,147],"running":[63],"back":[66],"fore":[68],"grounds.":[69],"Using":[70],"learning,":[72],"background":[74],"layer":[75,105],"implements":[76],"clustering":[77,98],"algorithms":[78,99],"abstracting":[80],"spatiotemporal":[81],"patterns":[82],"flows":[85],"like":[86],"flow":[87,126,137,172],"features,":[88],"spatial":[89],"regions":[90],"temporal":[92],"phases.":[93],"outputs":[95],"are":[100],"fed":[101],"foreground":[104,119],"selection,":[108],"sorting":[109],"filtering":[111],"patterns.":[114],"operations":[116],"make":[120],"up":[121],"our":[122,160],"designed":[123],"pattern":[127,173],"that":[129],"aims":[130],"provide":[132],"greater":[133],"comprehension":[134],"4D":[136],"data.":[138],"Running":[139],"foreground,":[142],"reality":[145],"(VR)":[146],"stereoscopic":[149],"rendering":[150],"haptic":[152],"feedback":[153],"further":[154],"enhance":[155],"techniques.":[158],"Thus,":[159],"work":[161],"introduces":[162],"novel":[164],"cluster-based":[171],"abstractions.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
