{"id":"https://openalex.org/W4405522812","doi":"https://doi.org/10.1109/iisa62523.2024.10786688","title":"KEENsight: Cloud Based Collaborative Environment for Streamlining Machine Learning Development","display_name":"KEENsight: Cloud Based Collaborative Environment for Streamlining Machine Learning Development","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4405522812","doi":"https://doi.org/10.1109/iisa62523.2024.10786688"},"language":"en","primary_location":{"id":"doi:10.1109/iisa62523.2024.10786688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems & Applications (IISA)","raw_type":"proceedings-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/A5019972487","display_name":"Lincoln Sherpa","orcid":"https://orcid.org/0009-0000-3287-0295"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lincoln Sherpa","raw_affiliation_strings":["Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088013696","display_name":"Sima Attar-Khorasani","orcid":"https://orcid.org/0000-0002-7396-1983"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sima Attar-Khorasani","raw_affiliation_strings":["Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000784089","display_name":"Ramanakumar Sankar","orcid":"https://orcid.org/0000-0002-6794-7587"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rajasekar Sankar","raw_affiliation_strings":["Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047894471","display_name":"R. M\u00fcller-Pfefferkorn","orcid":"https://orcid.org/0000-0001-8719-5741"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralph M\u00fcller-Pfefferkorn","raw_affiliation_strings":["Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081540847","display_name":"Siavash Ghiasvand","orcid":"https://orcid.org/0000-0001-6627-0159"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"TU Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Siavash Ghiasvand","raw_affiliation_strings":["Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Digital Sciences (CIDS), Technische Universität Dresden,Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019972487"],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":0.5478,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77451141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.7045000195503235,"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":0.7045000195503235,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.6909000277519226,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.6643999814987183,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7508285045623779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6919654607772827},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1750735342502594}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7508285045623779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6919654607772827},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1750735342502594}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa62523.2024.10786688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa62523.2024.10786688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information, Intelligence, Systems & Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7668369193","display_name":null,"funder_award_id":"SCADS22B","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320323644","display_name":"S\u00e4chsisches Staatsministerium f\u00fcr Wissenschaft und Kunst","ror":"https://ror.org/05wnef833"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1545880915","https://openalex.org/W1559603603","https://openalex.org/W2302501749","https://openalex.org/W2310540074","https://openalex.org/W2896431659","https://openalex.org/W2954996726","https://openalex.org/W2980042205","https://openalex.org/W2996560673","https://openalex.org/W2998827957","https://openalex.org/W3033620873","https://openalex.org/W3041326191","https://openalex.org/W3041913689","https://openalex.org/W3088563198","https://openalex.org/W3202461888","https://openalex.org/W3211719767","https://openalex.org/W3214462694","https://openalex.org/W4200061241","https://openalex.org/W4293695607","https://openalex.org/W4297234476","https://openalex.org/W4360910628","https://openalex.org/W4360995249","https://openalex.org/W4365454571","https://openalex.org/W4366279031","https://openalex.org/W4380445896","https://openalex.org/W4386124061","https://openalex.org/W4386981920","https://openalex.org/W6687241523"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919"],"abstract_inverted_index":{"Machine":[0],"learning":[1,38],"has":[2],"transitioned":[3],"from":[4],"an":[5,63],"individualistic":[6],"approach":[7,54],"to":[8,16,81,93],"a":[9,32,43,52,82],"collaborative":[10,33,44,53],"one,":[11],"enabling":[12],"the":[13,29,49,74,86,95],"collective":[14],"effort":[15],"address":[17],"increasingly":[18],"complex":[19],"challenges":[20],"as":[21],"they":[22],"arise.":[23],"One":[24],"challenge":[25],"that":[26,47],"emerges":[27],"is":[28],"management":[30],"of":[31,51,76,88],"development":[34,96],"process":[35,97],"in":[36,101],"machine":[37,102],"projects.":[39],"This":[40],"paper":[41],"outlines":[42],"environment":[45],"KEENsight":[46,91],"leverages":[48],"benefits":[50],"by":[55],"orchestrating":[56],"various":[57],"open":[58],"source":[59],"tools.":[60],"It":[61],"establishes":[62],"optimal":[64],"setting":[65],"for":[66],"code":[67],"collaboration,":[68],"model":[69],"generation,":[70],"data":[71],"sharing,":[72],"and":[73,98],"utilization":[75],"computational":[77],"resources":[78],"not":[79],"limited":[80],"single":[83],"location.":[84],"Through":[85],"integrating":[87],"these":[89],"tools,":[90],"aims":[92],"streamline":[94],"enhance":[99],"productivity":[100],"learning.":[103]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}