{"id":"https://openalex.org/W4394717716","doi":"https://doi.org/10.15388/24-infor553","title":"Advancing Research Reproducibility in Machine Learning through Blockchain Technology","display_name":"Advancing Research Reproducibility in Machine Learning through Blockchain Technology","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394717716","doi":"https://doi.org/10.15388/24-infor553"},"language":"en","primary_location":{"id":"doi:10.15388/24-infor553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15388/24-infor553","pdf_url":"https://informatica.vu.lt/journal/INFORMATICA/article/1330/file/pdf","source":{"id":"https://openalex.org/S57195646","display_name":"Informatica","issn_l":"0868-4952","issn":["0868-4952","1822-8844"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://informatica.vu.lt/journal/INFORMATICA/article/1330/file/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077440677","display_name":"Ernestas Filatovas","orcid":"https://orcid.org/0000-0002-9329-6431"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Ernestas Filatovas","raw_affiliation_strings":["Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074045329","display_name":"Linas Stripinis","orcid":"https://orcid.org/0000-0001-9680-5847"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Linas Stripinis","raw_affiliation_strings":["Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020592518","display_name":"Francisco Orts","orcid":"https://orcid.org/0000-0002-4312-3671"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Francisco Orts","raw_affiliation_strings":["Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022139265","display_name":"Remigijus Paulavi\u010dius","orcid":"https://orcid.org/0000-0003-2057-2922"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Remigijus Paulavi\u010dius","raw_affiliation_strings":["Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Data Science and Digital Technologies, Vilnius University, Akademijos str. 4, LT-08412 Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077440677"],"corresponding_institution_ids":["https://openalex.org/I173212132"],"apc_list":null,"apc_paid":null,"fwci":2.8929,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.92438091,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9821000099182129,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7253589630126953},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6842699646949768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47467565536499023},{"id":"https://openalex.org/keywords/immutability","display_name":"Immutability","score":0.4547514021396637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4485609531402588},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4478430151939392},{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.44685181975364685},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.41570520401000977},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3462904095649719},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33269160985946655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253589630126953},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6842699646949768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47467565536499023},{"id":"https://openalex.org/C2776126399","wikidata":"https://www.wikidata.org/wiki/Q3942906","display_name":"Immutability","level":3,"score":0.4547514021396637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4485609531402588},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4478430151939392},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.44685181975364685},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.41570520401000977},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3462904095649719},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33269160985946655},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.15388/24-infor553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15388/24-infor553","pdf_url":"https://informatica.vu.lt/journal/INFORMATICA/article/1330/file/pdf","source":{"id":"https://openalex.org/S57195646","display_name":"Informatica","issn_l":"0868-4952","issn":["0868-4952","1822-8844"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.15388/24-infor553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15388/24-infor553","pdf_url":"https://informatica.vu.lt/journal/INFORMATICA/article/1330/file/pdf","source":{"id":"https://openalex.org/S57195646","display_name":"Informatica","issn_l":"0868-4952","issn":["0868-4952","1822-8844"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatica","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2269834283","display_name":null,"funder_award_id":"S-MIP-21-53","funder_id":"https://openalex.org/F4320322689","funder_display_name":"Lietuvos Mokslo Taryba"}],"funders":[{"id":"https://openalex.org/F4320322689","display_name":"Lietuvos Mokslo Taryba","ror":"https://ror.org/02gs16m83"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394717716.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1572490578","https://openalex.org/W2007339694","https://openalex.org/W2132862423","https://openalex.org/W2783080350","https://openalex.org/W2787225861","https://openalex.org/W2889157463","https://openalex.org/W2940576714","https://openalex.org/W2954370766","https://openalex.org/W2957123389","https://openalex.org/W2974429275","https://openalex.org/W2996426708","https://openalex.org/W3000441679","https://openalex.org/W3013803040","https://openalex.org/W3014517104","https://openalex.org/W3015209138","https://openalex.org/W3029616339","https://openalex.org/W3105951560","https://openalex.org/W3112834658","https://openalex.org/W3133743901","https://openalex.org/W3134254533","https://openalex.org/W3137092842","https://openalex.org/W3157059443","https://openalex.org/W3161783337","https://openalex.org/W3161970973","https://openalex.org/W3174278368","https://openalex.org/W3183977027","https://openalex.org/W3216043818","https://openalex.org/W4281691046","https://openalex.org/W4285146798","https://openalex.org/W4285188344","https://openalex.org/W4289860834","https://openalex.org/W4304693916","https://openalex.org/W4313244921","https://openalex.org/W4319594769","https://openalex.org/W4324118164","https://openalex.org/W4367859498","https://openalex.org/W4376464525","https://openalex.org/W4378908288","https://openalex.org/W4382195294","https://openalex.org/W4384824250","https://openalex.org/W4386766438","https://openalex.org/W4386824883","https://openalex.org/W4390773209"],"related_works":["https://openalex.org/W1517747134","https://openalex.org/W2802479602","https://openalex.org/W4210406818","https://openalex.org/W4386576376","https://openalex.org/W4306779889","https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4386732777","https://openalex.org/W3023855976","https://openalex.org/W3130746757"],"abstract_inverted_index":{"Like":[0],"other":[1,204],"disciplines,":[2],"machine":[3,111,137,143,197],"learning":[4,138,144,198],"is":[5],"currently":[6],"facing":[7],"a":[8,96,115,119,125,159],"reproducibility":[9,108],"crisis":[10],"that":[11,53,122],"hinders":[12],"the":[13,26,32,55,100,107,151,163,189],"advancement":[14],"of":[15,28,57,67,102,118,153],"scientific":[16],"research.":[17],"Researchers":[18],"face":[19],"difficulties":[20],"reproducing":[21],"key":[22],"results":[23,69],"due":[24],"to":[25,174,191,203],"lack":[27],"critical":[29],"details,":[30],"including":[31],"disconnection":[33],"between":[34],"publications":[35],"and":[36,42,48,59,64,91,132,146,167,182,199],"associated":[37],"models,":[38],"data,":[39,60],"parameter":[40],"settings,":[41],"experimental":[43,68,169],"results.":[44],"To":[45,105,149],"promote":[46],"transparency":[47,181],"trust":[49],"in":[50,110,136,171,196],"research,":[51,139],"solutions":[52],"improve":[54,193],"accessibility":[56],"models":[58],"facilitate":[61],"experiment":[62],"tracking,":[63],"allow":[65],"audit":[66],"are":[70],"needed.":[71],"Blockchain":[72],"technology,":[73],"characterized":[74],"by":[75],"its":[76,177],"decentralization,":[77],"data":[78],"immutability,":[79],"cryptographic":[80],"hash":[81],"functions,":[82],"consensus":[83],"algorithms,":[84],"robust":[85],"security":[86],"measures,":[87],"access":[88],"control":[89],"mechanisms,":[90],"innovative":[92],"smart":[93],"contracts,":[94],"offers":[95],"compelling":[97],"pathway":[98],"for":[99],"development":[101,147],"such":[103],"solutions.":[104],"address":[106],"challenges":[109],"learning,":[112],"we":[113,157],"present":[114],"novel":[116],"concept":[117],"blockchain-based":[120],"platform":[121,187],"operates":[123],"on":[124],"peer-to-peer":[126],"network.":[127],"This":[128],"network":[129,161],"comprises":[130],"organizations":[131],"researchers":[133],"actively":[134],"engaged":[135],"seamlessly":[140],"integrating":[141],"various":[142],"research":[145,195],"frameworks.":[148],"validate":[150],"viability":[152],"our":[154,185],"proposed":[155,186],"concept,":[156],"implemented":[158],"blockchain":[160],"using":[162],"Hyperledger":[164],"Fabric":[165],"infrastructure":[166],"conducted":[168],"simulations":[170],"several":[172],"scenarios":[173],"thoroughly":[175],"evaluate":[176],"effectiveness.":[178],"By":[179],"fostering":[180],"facilitating":[183],"collaboration,":[184],"has":[188],"potential":[190],"significantly":[192],"reproducible":[194],"can":[200],"be":[201],"adapted":[202],"domains":[205],"within":[206],"artificial":[207],"intelligence.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}