{"id":"https://openalex.org/W4289821803","doi":"https://doi.org/10.1109/ms.2022.3195432","title":"Agile4MLS\u2014Leveraging Agile Practices for Developing Machine Learning-Enabled Systems: An Industrial Experience","display_name":"Agile4MLS\u2014Leveraging Agile Practices for Developing Machine Learning-Enabled Systems: An Industrial Experience","publication_year":2022,"publication_date":"2022-08-05","ids":{"openalex":"https://openalex.org/W4289821803","doi":"https://doi.org/10.1109/ms.2022.3195432"},"language":"en","primary_location":{"id":"doi:10.1109/ms.2022.3195432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ms.2022.3195432","pdf_url":null,"source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Software","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/A5081488877","display_name":"Karthik Vaidhyanathan","orcid":"https://orcid.org/0000-0003-2317-6175"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Karthik Vaidhyanathan","raw_affiliation_strings":["IIIT Hyderabad and University of L’Aquila"],"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad and University of L’Aquila","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068791286","display_name":"Anish Chandran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anish Chandran","raw_affiliation_strings":["Founding Minds"],"affiliations":[{"raw_affiliation_string":"Founding Minds","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030457541","display_name":"Henry Muccini","orcid":"https://orcid.org/0000-0001-6365-6515"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Henry Muccini","raw_affiliation_strings":["University of L’Aquila"],"affiliations":[{"raw_affiliation_string":"University of L’Aquila","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031105038","display_name":"Regi Roy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Regi Roy","raw_affiliation_strings":["Founding Minds"],"affiliations":[{"raw_affiliation_string":"Founding Minds","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081488877"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":2.2282,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88995148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"39","issue":"6","first_page":"43","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9304999709129333,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.909500002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.8185575604438782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5290286540985107},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.45415109395980835},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44779089093208313},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.43212705850601196},{"id":"https://openalex.org/keywords/scrum","display_name":"Scrum","score":0.4258628785610199},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4028293192386627},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37230217456817627},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.33781811594963074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.332506388425827},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.26578056812286377},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07858362793922424}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.8185575604438782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5290286540985107},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.45415109395980835},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44779089093208313},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.43212705850601196},{"id":"https://openalex.org/C147579259","wikidata":"https://www.wikidata.org/wiki/Q460387","display_name":"Scrum","level":4,"score":0.4258628785610199},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4028293192386627},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37230217456817627},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.33781811594963074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.332506388425827},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.26578056812286377},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07858362793922424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ms.2022.3195432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ms.2022.3195432","pdf_url":null,"source":{"id":"https://openalex.org/S6725529","display_name":"IEEE Software","issn_l":"0740-7459","issn":["0740-7459","1937-4194"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2163002387","https://openalex.org/W1974134408","https://openalex.org/W2067177226","https://openalex.org/W2149443267","https://openalex.org/W18636268","https://openalex.org/W4231428873","https://openalex.org/W3194228821","https://openalex.org/W3208405049","https://openalex.org/W2503774192","https://openalex.org/W2254063053"],"abstract_inverted_index":{"Increased":[0],"adoption":[1],"of":[2],"machine":[3],"learning":[4],"(ML)":[5],"in":[6,13,16],"business":[7],"has":[8],"led":[9],"to":[10,21],"a":[11],"surge":[12],"ML-enabled":[14],"systems":[15],"the":[17,31,36],"market":[18],"giving":[19],"rise":[20],"new":[22],"challenges.":[23],"This":[24],"article":[25],"provides":[26],"insights":[27],"into":[28],"Agile4MLS,":[29],"highlighting":[30],"challenges":[32],"we":[33,38],"faced":[34],"and":[35],"process":[37],"followed.":[39]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}