{"id":"https://openalex.org/W3184722695","doi":"https://doi.org/10.5220/0010576102450252","title":"Improved Software Product Reliability Predictions using Machine Learning","display_name":"Improved Software Product Reliability Predictions using Machine Learning","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184722695","doi":"https://doi.org/10.5220/0010576102450252","mag":"3184722695"},"language":"en","primary_location":{"id":"doi:10.5220/0010576102450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010576102450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Software Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010576102450252","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056288761","display_name":"Sanjay Joshi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800727657","display_name":"Persistent Systems (India)","ror":"https://ror.org/03pekdw43","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800727657"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sanjay Joshi","raw_affiliation_strings":["Quality & Ops Excellence, Persistent Systems Ltd., Kashibai Khilare Street, Pune, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Quality & Ops Excellence, Persistent Systems Ltd., Kashibai Khilare Street, Pune, India, --- Select a Country ---","institution_ids":["https://openalex.org/I2800727657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065908843","display_name":"Yogesh Badhe","orcid":"https://orcid.org/0000-0001-8000-9838"},"institutions":[{"id":"https://openalex.org/I2800727657","display_name":"Persistent Systems (India)","ror":"https://ror.org/03pekdw43","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800727657"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogesh Badhe","raw_affiliation_strings":["Data Practice Group, Persistent Systems Ltd., Kashibai Khilare Street, Pune, India, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Data Practice Group, Persistent Systems Ltd., Kashibai Khilare Street, Pune, India, --- Select a Country ---","institution_ids":["https://openalex.org/I2800727657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056288761"],"corresponding_institution_ids":["https://openalex.org/I2800727657"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13622714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.9380000233650208,"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/computer-science","display_name":"Computer science","score":0.7257032990455627},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6765850186347961},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.6151045560836792},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6108908653259277},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46385690569877625},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.46061229705810547},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3361343741416931},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3215469717979431},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.18460363149642944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13700628280639648},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13246473670005798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7257032990455627},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6765850186347961},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6151045560836792},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6108908653259277},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46385690569877625},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.46061229705810547},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3361343741416931},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3215469717979431},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.18460363149642944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13700628280639648},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13246473670005798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0010576102450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010576102450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Software Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0010576102450252","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010576102450252","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th International Conference on Software Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2033512842","https://openalex.org/W4322734194","https://openalex.org/W1607054433","https://openalex.org/W3005535424","https://openalex.org/W4233600955","https://openalex.org/W2913665393","https://openalex.org/W2994319598","https://openalex.org/W2369695847","https://openalex.org/W2110842462","https://openalex.org/W4233757488"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}