{"id":"https://openalex.org/W3014593945","doi":"https://doi.org/10.1007/978-3-030-50433-5_1","title":"A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication","display_name":"A High-Performance Implementation of Bayesian Matrix Factorization with Limited Communication","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3014593945","doi":"https://doi.org/10.1007/978-3-030-50433-5_1","mag":"3014593945"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50433-5_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50433-5_1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50433-5_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50433-5_1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062390065","display_name":"Tom Vander Aa","orcid":"https://orcid.org/0000-0002-1504-5266"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Tom Vander Aa","raw_affiliation_strings":["ExaScience Life Lab at imec, Leuven, Belgium","imec"],"affiliations":[{"raw_affiliation_string":"ExaScience Life Lab at imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"imec","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072289063","display_name":"Xiangju Qin","orcid":"https://orcid.org/0000-0003-1371-809X"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Xiangju Qin","raw_affiliation_strings":["Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland","University of Helsinki, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000113707","display_name":"Paul Blomstedt","orcid":null},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]},{"id":"https://openalex.org/I4210128912","display_name":"F-Secure (Finland)","ror":"https://ror.org/036yna661","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210128912"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Paul Blomstedt","raw_affiliation_strings":["Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland","F-Secure, Helsinki, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"raw_affiliation_string":"F-Secure, Helsinki, Finland","institution_ids":["https://openalex.org/I4210128912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069634715","display_name":"Roel Wuyts","orcid":"https://orcid.org/0000-0003-4236-995X"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Roel Wuyts","raw_affiliation_strings":["ExaScience Life Lab at imec, Leuven, Belgium","[ExaScience Life Lab at imec, Leuven, Belgium]"],"affiliations":[{"raw_affiliation_string":"ExaScience Life Lab at imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"[ExaScience Life Lab at imec, Leuven, Belgium]","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089797698","display_name":"Wilfried Verachtert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wilfried Verachtert","raw_affiliation_strings":["ExaScience Life Lab at imec, Leuven, Belgium","[ExaScience Life Lab at imec, Leuven, Belgium]"],"affiliations":[{"raw_affiliation_string":"ExaScience Life Lab at imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"[ExaScience Life Lab at imec, Leuven, Belgium]","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Helsinki Institute for Information Technology (HIIT), Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062390065"],"corresponding_institution_ids":["https://openalex.org/I4210114974"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05983482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9891999959945679,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8233773708343506},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8134582042694092},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.664654016494751},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6055817604064941},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5416759252548218},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4641583561897278},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4610438048839569},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.4393559396266937},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.43026939034461975},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41695359349250793},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3672122359275818},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35831448435783386},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34901297092437744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3374708890914917},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3232874870300293},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10695341229438782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09381985664367676}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8233773708343506},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8134582042694092},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.664654016494751},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6055817604064941},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5416759252548218},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4641583561897278},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4610438048839569},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.4393559396266937},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.43026939034461975},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41695359349250793},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3672122359275818},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35831448435783386},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34901297092437744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3374708890914917},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3232874870300293},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10695341229438782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09381985664367676},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-50433-5_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50433-5_1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50433-5_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"mag:3014593945","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2004.02561.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/45584","is_oa":true,"landing_page_url":"https://aaltodoc.aalto.fi/handle/123456789/45584","pdf_url":null,"source":{"id":"https://openalex.org/S4306401663","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7304792","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7304792","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Science \u2013 ICCS 2020","raw_type":"Text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/6889a966-50bb-44da-ac9d-7628f409728b","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/6889a966-50bb-44da-ac9d-7628f409728b","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vander Aa, T, Qin, X, Blomstedt, P, Wuyts, R, Verachtert, W & Kaski, S 2020, A high-performance implementation of bayesian matrix factorization with limited communication. in V V Krzhizhanovskaya, G Z\u00e1vodszky, M H Lees, P M A Sloot, P M A Sloot, P M A Sloot, J J Dongarra, S Brissos & J Teixeira (eds), Computational Science \u2013 ICCS 2020 - 20th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12142 LNCS, Springer London, pp. 3-16, 20th International Conference on Computational Science, ICCS 2020, Amsterdam, Netherlands, 3/06/20. https://doi.org/10.1007/978-3-030-50433-5_1","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/6889a966-50bb-44da-ac9d-7628f409728b","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85087273462&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vander Aa, T, Qin, X, Blomstedt, P, Wuyts, R, Verachtert, W & Kaski, S 2020, A high-performance implementation of bayesian matrix factorization with limited communication. in V V Krzhizhanovskaya, G Z\u00e1vodszky, M H Lees, P M A Sloot, P M A Sloot, P M A Sloot, J J Dongarra, S Brissos & J Teixeira (eds), Computational Science \u2013 ICCS 2020 - 20th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12142 LNCS, Springer London, pp. 3-16, 20th International Conference on Computational Science, ICCS 2020, Amsterdam, Netherlands, 3/06/20. https://doi.org/10.1007/978-3-030-50433-5_1","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-50433-5_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50433-5_1","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50433-5_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G339719256","display_name":"European joint Effort toward a Highly Productive Programming Environment for Heterogeneous Exascale Computing (EPEEC)","funder_award_id":"801051","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G689928359","display_name":null,"funder_award_id":"319264","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7966353708","display_name":null,"funder_award_id":"292334","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321047","display_name":"Partnership for Advanced Computing in Europe AISBL","ror":"https://ror.org/038j4hz26"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320332050","display_name":"Finnish Center for Artificial Intelligence","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3014593945.pdf","grobid_xml":"https://content.openalex.org/works/W3014593945.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W586414279","https://openalex.org/W2020098476","https://openalex.org/W2022712430","https://openalex.org/W2029721016","https://openalex.org/W2054141820","https://openalex.org/W2063468305","https://openalex.org/W2085040216","https://openalex.org/W2101893470","https://openalex.org/W2121966774","https://openalex.org/W2143822352","https://openalex.org/W2146682077","https://openalex.org/W2210543184","https://openalex.org/W2219888463","https://openalex.org/W2297086932","https://openalex.org/W2594404444","https://openalex.org/W2617739603","https://openalex.org/W2960228950","https://openalex.org/W2964311894","https://openalex.org/W3101078587"],"related_works":["https://openalex.org/W3038112761","https://openalex.org/W3113055379","https://openalex.org/W3111852556","https://openalex.org/W2994054763","https://openalex.org/W3003897275","https://openalex.org/W1803277524","https://openalex.org/W2913618604","https://openalex.org/W2998520078","https://openalex.org/W3028027935","https://openalex.org/W3128242499","https://openalex.org/W2620172851","https://openalex.org/W3173467738","https://openalex.org/W3128590577","https://openalex.org/W3005851232","https://openalex.org/W3098049078","https://openalex.org/W3204450046","https://openalex.org/W848407361","https://openalex.org/W2901028208","https://openalex.org/W2998981231","https://openalex.org/W2806572686"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}