{"id":"https://openalex.org/W4285257545","doi":"https://doi.org/10.1109/tii.2022.3178547","title":"Survival-Based Feature Extraction\u2014Application in Supply Management for Dispersed Vending Machines","display_name":"Survival-Based Feature Extraction\u2014Application in Supply Management for Dispersed Vending Machines","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4285257545","doi":"https://doi.org/10.1109/tii.2022.3178547"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3178547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3178547","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5089208377","display_name":"Marek Grzegorowski","orcid":"https://orcid.org/0000-0003-4740-0725"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Grzegorowski","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-4740-0725","affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054254360","display_name":"Jaros\u0142aw Litwin","orcid":"https://orcid.org/0000-0003-0135-8031"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jaros\u0142aw Litwin","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, Warsaw, Poland","QED Software, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0135-8031","affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software, Warsaw, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088975424","display_name":"Mateusz Wnuk","orcid":null},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Wnuk","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, Warsaw, Poland","QED Software, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software, Warsaw, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002911901","display_name":"Mateusz Pabi\u015b","orcid":null},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Pabi\u015b","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, Warsaw, Poland","QED Software, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software, Warsaw, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052078123","display_name":"\u0141ukasz Marcinowski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u0141ukasz Marcinowski","raw_affiliation_strings":["FitBoxY, Krak&#x00F3;w, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FitBoxY, Krak&#x00F3;w, Poland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0808,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87862806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"19","issue":"3","first_page":"3331","last_page":"3340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9480999708175659,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6736233234405518},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5994920134544373},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5735598802566528},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44305676221847534},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4394151568412781},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3957732617855072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.351714551448822},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.34958112239837646},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1384149193763733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736233234405518},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5994920134544373},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5735598802566528},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44305676221847534},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4394151568412781},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3957732617855072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.351714551448822},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.34958112239837646},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1384149193763733},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3178547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3178547","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3453282888","display_name":null,"funder_award_id":"2018/31/N/ST6/00610","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2526781987","https://openalex.org/W2708426512","https://openalex.org/W2753155801","https://openalex.org/W2767758861","https://openalex.org/W2901939789","https://openalex.org/W2945258978","https://openalex.org/W2963232127","https://openalex.org/W2968770299","https://openalex.org/W3000162112","https://openalex.org/W3032628389","https://openalex.org/W3035200126","https://openalex.org/W3043239945","https://openalex.org/W3109271319","https://openalex.org/W3117514546","https://openalex.org/W3127555252","https://openalex.org/W3127627567","https://openalex.org/W3128587863","https://openalex.org/W3134895676","https://openalex.org/W3162442054","https://openalex.org/W3172930962","https://openalex.org/W3176134760","https://openalex.org/W3181086303","https://openalex.org/W3188001017","https://openalex.org/W3194459689","https://openalex.org/W3196752181","https://openalex.org/W4249000740","https://openalex.org/W6756868246","https://openalex.org/W6779781763"],"related_works":["https://openalex.org/W2767550285","https://openalex.org/W2620085874","https://openalex.org/W2064496565","https://openalex.org/W2108330697","https://openalex.org/W1575661125","https://openalex.org/W4309070544","https://openalex.org/W4241842276","https://openalex.org/W169337936","https://openalex.org/W2072180474","https://openalex.org/W2365436291"],"abstract_inverted_index":{"The":[0,69],"outbreak":[1],"of":[2,17,62,74,89,99,124],"the":[3,20,34,75,87,94,100,107,117,125,130,141],"COVID":[4],"pandemic":[5],"revealed":[6],"that":[7,52,129],"supply":[8,50],"chains":[9],"are":[10],"not":[11],"resilient":[12],"to":[13,24,38,49],"such":[14],"a":[15,55,59,103],"type":[16],"turmoil,":[18],"and":[19,33,84,96],"food":[21],"industry":[22],"appeared":[23],"be":[25],"particularly":[26],"vulnerable.":[27],"Meanwhile,":[28],"customers":[29],"expect":[30],"uninterrupted":[31],"deliveries":[32],"products\u2019":[35],"selection":[36],"responding":[37],"their":[39],"preferences.":[40],"In":[41],"this":[42],"article,":[43],"we":[44],"discuss":[45],"several":[46],"topics":[47],"related":[48],"management":[51],"allow":[53],"preparing":[54],"delivery":[56],"plan":[57],"for":[58],"distributed":[60],"network":[61],"vending":[63],"machines,":[64],"considering":[65],"each":[66],"location":[67],"individually.":[68],"developed":[70,108],"solution":[71,101],"takes":[72],"advantage":[73],"state-of-the-art":[76],"machine":[77],"learning":[78],"methods.":[79],"However,":[80],"it":[81],"is":[82],"human-centric":[83],"aligned":[85],"with":[86,102,135],"concept":[88],"Industry":[90],"5.0.":[91],"We":[92,120],"present":[93,121],"conceptual":[95],"technological":[97],"side":[98],"particular":[104],"emphasis":[105],"on":[106],"feature":[109],"extraction":[110],"framework,":[111],"which":[112],"uses":[113],"selected":[114],"indicators":[115],"from":[116],"survival":[118],"analysis.":[119],"an":[122],"analysis":[123],"real":[126],"data":[127],"confirming":[128],"proposed":[131],"approach":[132],"copes":[133],"well":[134],"high":[136],"uncertainty":[137],"in":[138],"data,":[139],"addressing":[140],"cold-start":[142],"problem.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
