{"id":"https://openalex.org/W4313036252","doi":"https://doi.org/10.1109/vis54862.2022.00035","title":"Volume Puzzle: visual analysis of segmented volume data with multivariate attributes","display_name":"Volume Puzzle: visual analysis of segmented volume data with multivariate attributes","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4313036252","doi":"https://doi.org/10.1109/vis54862.2022.00035"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/vis54862.2022.00035","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/A5013856888","display_name":"Marco Agus","orcid":"https://orcid.org/0000-0003-2752-3525"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"M. Agus","raw_affiliation_strings":["Hamad Bin Khalifa University, Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016738910","display_name":"Amal Aboulhassan","orcid":"https://orcid.org/0000-0002-9274-9590"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"A. Aboulhassan","raw_affiliation_strings":["Hamad Bin Khalifa University, Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061023195","display_name":"K. Al Thelaya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"K. Al Thelaya","raw_affiliation_strings":["Hamad Bin Khalifa University, Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060026978","display_name":"Giovanni Pintore","orcid":"https://orcid.org/0000-0001-8944-1045"},"institutions":[{"id":"https://openalex.org/I2800759272","display_name":"Center for Advanced Studies Research and Development in Sardinia","ror":"https://ror.org/03jdxdk20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2800759272"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Pintore","raw_affiliation_strings":["CRS4, Italy"],"affiliations":[{"raw_affiliation_string":"CRS4, Italy","institution_ids":["https://openalex.org/I2800759272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009229122","display_name":"Enrico Gobbetti","orcid":"https://orcid.org/0000-0003-0831-2458"},"institutions":[{"id":"https://openalex.org/I2800759272","display_name":"Center for Advanced Studies Research and Development in Sardinia","ror":"https://ror.org/03jdxdk20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2800759272"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Gobbetti","raw_affiliation_strings":["CRS4, Italy"],"affiliations":[{"raw_affiliation_string":"CRS4, Italy","institution_ids":["https://openalex.org/I2800759272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025332800","display_name":"Corrado Cal\u00ec","orcid":"https://orcid.org/0000-0003-4856-0835"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. Cali","raw_affiliation_strings":["University of Turin, Italy"],"affiliations":[{"raw_affiliation_string":"University of Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030066648","display_name":"Jens Schneider","orcid":"https://orcid.org/0000-0002-0546-2816"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"J. Schneider","raw_affiliation_strings":["Hamad Bin Khalifa University, Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.609,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.999876,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":76,"max":80},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9994,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.992,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9888,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.64486897},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.48718065},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.42019713},{"id":"https://openalex.org/keywords/connectomics","display_name":"Connectomics","score":0.4160636},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41110072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76480925},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.64486897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.58482724},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.55950654},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5507789},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5116782},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5065633},{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.48718065},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.46571755},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4374158},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.42019713},{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.4160636},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.41334763},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41110072},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.402933},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28772444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18739378},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.0},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/vis54862.2022.00035","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":36,"referenced_works":["https://openalex.org/W1480656389","https://openalex.org/W157162179","https://openalex.org/W1738124305","https://openalex.org/W1816080730","https://openalex.org/W1983948426","https://openalex.org/W2002165972","https://openalex.org/W2023524916","https://openalex.org/W2044648917","https://openalex.org/W2121122425","https://openalex.org/W2137760010","https://openalex.org/W2144968255","https://openalex.org/W2151743452","https://openalex.org/W2166928043","https://openalex.org/W2170383670","https://openalex.org/W2247717637","https://openalex.org/W2415961718","https://openalex.org/W2530976429","https://openalex.org/W2726468885","https://openalex.org/W2747382356","https://openalex.org/W2752101027","https://openalex.org/W2786672974","https://openalex.org/W2888579198","https://openalex.org/W2892622821","https://openalex.org/W2899726877","https://openalex.org/W2945339843","https://openalex.org/W2946419593","https://openalex.org/W2947115013","https://openalex.org/W2961194601","https://openalex.org/W2963267813","https://openalex.org/W2963318411","https://openalex.org/W2969775576","https://openalex.org/W3011003629","https://openalex.org/W3092902953","https://openalex.org/W3098003583","https://openalex.org/W3158432719","https://openalex.org/W4220947664"],"related_works":["https://openalex.org/W4387885925","https://openalex.org/W2962948986","https://openalex.org/W2900228153","https://openalex.org/W2807503652","https://openalex.org/W2751110224","https://openalex.org/W2626563431","https://openalex.org/W2403870185","https://openalex.org/W2250903427","https://openalex.org/W2118733287","https://openalex.org/W1987029902"],"abstract_inverted_index":{"A":[0],"variety":[1],"of":[2,55,67,96,105,135,145],"application":[3],"domains,":[4],"including":[5],"material":[6],"science,":[7],"neuroscience,":[8],"and":[9,52,100,118,128,152],"connectomics,":[10],"commonly":[11],"use":[12],"segmented":[13,23],"volume":[14,86],"data":[15,154],"for":[16,88,93,101],"exploratory":[17],"visual":[18],"analysis.":[19],"In":[20,73],"many":[21],"cases,":[22],"objects":[24],"are":[25,148],"characterized":[26],"by":[27,41],"multivariate":[28],"attributes":[29,68],"expressing":[30],"specific":[31],"geometric":[32],"or":[33],"physical":[34],"features.":[35],"Objects":[36],"with":[37,91,126],"similar":[38],"characteristics,":[39],"determined":[40],"selected":[42],"attribute":[43,98],"configurations,":[44],"can":[45],"create":[46],"peculiar":[47],"spatial":[48,141],"patterns,":[49],"whose":[50],"detection":[51],"study":[53],"is":[54,60,71],"fundamental":[56],"importance.":[57],"This":[58],"task":[59],"notoriously":[61],"difficult,":[62],"especially":[63],"when":[64],"the":[65,94,97,102,132],"number":[66],"per":[69],"segment":[70],"large.":[72],"this":[74],"work,":[75],"we":[76],"propose":[77],"an":[78],"interactive":[79],"framework":[80,147],"that":[81,139],"combines":[82],"a":[83],"state-of-the-art":[84],"direct":[85],"renderer":[87],"categorical":[89],"volumes":[90],"techniques":[92,120],"analysis":[95,124],"space":[99],"automatic":[103],"creation":[104],"2D":[106],"transfer":[107],"function.":[108],"We":[109],"show,":[110],"in":[111],"particular,":[112],"how":[113],"dimensionality":[114],"reduction,":[115],"kernel-density":[116],"estimation,":[117],"topological":[119],"such":[121],"as":[122],"Morse":[123],"combined":[125],"scatter":[127],"density":[129],"plots":[130],"allow":[131],"efficient":[133],"design":[134],"two-dimensional":[136],"color":[137],"maps":[138],"highlight":[140],"patterns.":[142],"The":[143],"capabilities":[144],"our":[146],"demonstrated":[149],"on":[150],"synthetic":[151],"real-world":[153],"from":[155],"several":[156],"domains.":[157]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4313036252","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2024-12-13T11:25:27.688958","created_date":"2023-01-06"}