{"id":"https://openalex.org/W4308238084","doi":"https://doi.org/10.1109/icip46576.2022.9897660","title":"Parallel Attribute Computation for Distributed Component Forests","display_name":"Parallel Attribute Computation for Distributed Component Forests","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308238084","doi":"https://doi.org/10.1109/icip46576.2022.9897660"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897660","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/7910b161-962d-4496-b640-010fa9bf7688","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033996097","display_name":"Simon Gazagnes","orcid":"https://orcid.org/0000-0002-5659-4974"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Simon Gazagnes","raw_affiliation_strings":["University of Texas at Austin,Department of Astronomy,Austin,Texas,United States","Department of Astronomy, University of Texas at Austin, Austin, Texas, United States"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin,Department of Astronomy,Austin,Texas,United States","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"Department of Astronomy, University of Texas at Austin, Austin, Texas, United States","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015726919","display_name":"Michael H. F. Wilkinson","orcid":"https://orcid.org/0000-0001-6258-1128"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michael H.F. Wilkinson","raw_affiliation_strings":["University of Groningen,Bernouilli Institute for Mathematics and Artificial Intelligence,Groningen,The Netherlands","Bernouilli Institute for Mathematics and Artificial Intelligence, University of Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Groningen,Bernouilli Institute for Mathematics and Artificial Intelligence,Groningen,The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"Bernouilli Institute for Mathematics and Artificial Intelligence, University of Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033996097"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":0.259,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40016502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"601","last_page":"605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9929999709129333,"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":0.9929999709129333,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8321897983551025},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.7147754430770874},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7138640284538269},{"id":"https://openalex.org/keywords/tera","display_name":"Tera-","score":0.6421381831169128},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5435873866081238},{"id":"https://openalex.org/keywords/connected-component","display_name":"Connected component","score":0.4865933656692505},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45158347487449646},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4510669708251953},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4299926161766052},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.41579669713974},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35997408628463745},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3380340337753296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2533643841743469},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11495935916900635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8321897983551025},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7147754430770874},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7138640284538269},{"id":"https://openalex.org/C2775904623","wikidata":"https://www.wikidata.org/wiki/Q108529","display_name":"Tera-","level":2,"score":0.6421381831169128},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5435873866081238},{"id":"https://openalex.org/C193435613","wikidata":"https://www.wikidata.org/wiki/Q2997928","display_name":"Connected component","level":2,"score":0.4865933656692505},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45158347487449646},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4510669708251953},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4299926161766052},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.41579669713974},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35997408628463745},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3380340337753296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2533643841743469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11495935916900635},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip46576.2022.9897660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897660","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.rug.nl:openaire/7910b161-962d-4496-b640-010fa9bf7688","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/7910b161-962d-4496-b640-010fa9bf7688","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gazagnes, S & Wilkinson, M H F 2022, Parallel Attribute Computation for Distributed Component Forests. in Proceedings of the 29th IEEE International Conference on Image Processing. IEEE, pp. 601-605, 29th IEEE International Conference on Image Processing 2022, Bordeaux, France, 16/10/2022. https://doi.org/10.1109/ICIP46576.2022.9897660","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/7910b161-962d-4496-b640-010fa9bf7688","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/7910b161-962d-4496-b640-010fa9bf7688","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gazagnes, S & Wilkinson, M H F 2022, Parallel Attribute Computation for Distributed Component Forests. in Proceedings of the 29th IEEE International Conference on Image Processing. IEEE, pp. 601-605, 29th IEEE International Conference on Image Processing 2022, Bordeaux, France, 16/10/2022. https://doi.org/10.1109/ICIP46576.2022.9897660","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1975610128","https://openalex.org/W2012605804","https://openalex.org/W2079512692","https://openalex.org/W2146842130","https://openalex.org/W2161711000","https://openalex.org/W2171884975","https://openalex.org/W2181914484","https://openalex.org/W2322601319","https://openalex.org/W2601359817","https://openalex.org/W2605470980","https://openalex.org/W2804981860","https://openalex.org/W2921801036","https://openalex.org/W3135694128","https://openalex.org/W6686791697"],"related_works":["https://openalex.org/W4389191251","https://openalex.org/W1919398273","https://openalex.org/W2306752770","https://openalex.org/W4236091150","https://openalex.org/W217819087","https://openalex.org/W2128378041","https://openalex.org/W2126644037","https://openalex.org/W178077491","https://openalex.org/W4225474873","https://openalex.org/W2521408379"],"abstract_inverted_index":{"Component":[0],"trees":[1],"are":[2],"powerful":[3],"image":[4],"processing":[5],"tools":[6],"to":[7,45,75],"analyze":[8],"the":[9,21,29,35,47,91],"connected":[10],"components":[11],"of":[12],"an":[13,55],"image.":[14],"One":[15],"attractive":[16],"strategy":[17],"consists":[18],"in":[19,80,101],"building":[20],"nested":[22],"relations":[23],"at":[24],"first":[25],"and":[26,103],"then":[27],"deriving":[28],"components\u2019":[30],"attributes":[31],"afterward,":[32],"such":[33,54],"that":[34],"user":[36],"can":[37],"switch":[38],"between":[39],"different":[40],"attribute":[41,78,98],"functions":[42,99],"without":[43],"having":[44],"re-compute":[46],"entire":[48],"tree.":[49],"Only":[50],"sequential":[51],"algorithms":[52],"allow":[53],"approach,":[56],"while":[57],"no":[58],"parallel":[59,82],"algorithm":[60],"is":[61],"available.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"extend":[67],"a":[68,81],"recent":[69],"method":[70],"using":[71],"distributed":[72,84],"memory":[73],"techniques":[74],"enable":[76],"posterior":[77],"computation":[79],"or":[83],"manner.":[85],"This":[86],"novel":[87],"approach":[88],"significantly":[89],"reduces":[90],"computational":[92],"time":[93],"needed":[94],"for":[95],"combining":[96],"several":[97],"interactively":[100],"Giga":[102],"Tera-Scale":[104],"data":[105],"sets.":[106]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}