{"id":"https://openalex.org/W3042652817","doi":"https://doi.org/10.1007/978-981-15-6634-9_18","title":"A Hybrid Machine Learning Framework for Prediction of Software Effort at the Initial Phase of Software Development","display_name":"A Hybrid Machine Learning Framework for Prediction of Software Effort at the Initial Phase of Software Development","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042652817","doi":"https://doi.org/10.1007/978-981-15-6634-9_18","mag":"3042652817"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-6634-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-6634-9_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5055362579","display_name":"Prerana Rai","orcid":"https://orcid.org/0000-0002-0873-0513"},"institutions":[{"id":"https://openalex.org/I25205351","display_name":"Jaypee University of Engineering and Technology","ror":"https://ror.org/040jmyh64","country_code":"IN","type":"education","lineage":["https://openalex.org/I25205351"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prerana Rai","raw_affiliation_strings":["Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India","institution_ids":["https://openalex.org/I25205351"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688742","display_name":"Shishir Kumar","orcid":"https://orcid.org/0009-0009-3881-1718"},"institutions":[{"id":"https://openalex.org/I25205351","display_name":"Jaypee University of Engineering and Technology","ror":"https://ror.org/040jmyh64","country_code":"IN","type":"education","lineage":["https://openalex.org/I25205351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shishir Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India","institution_ids":["https://openalex.org/I25205351"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101786978","display_name":"Dinesh Kumar Verma","orcid":"https://orcid.org/0009-0009-0683-7016"},"institutions":[{"id":"https://openalex.org/I25205351","display_name":"Jaypee University of Engineering and Technology","ror":"https://ror.org/040jmyh64","country_code":"IN","type":"education","lineage":["https://openalex.org/I25205351"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Kumar Verma","raw_affiliation_strings":["Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Jaypee University of Engineering and Technology, Raghogarh-Vijaypur, India","institution_ids":["https://openalex.org/I25205351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055362579"],"corresponding_institution_ids":["https://openalex.org/I25205351"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12952975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9976999759674072,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9966999888420105,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.75719153881073},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5960543155670166},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5478605031967163},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5465427041053772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5447020530700684},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5434021353721619},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.528785765171051},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.43236157298088074},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.42770296335220337},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41137295961380005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4069593548774719},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.3472357392311096},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32964542508125305},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13084954023361206},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08683156967163086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.75719153881073},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5960543155670166},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5478605031967163},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5465427041053772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5447020530700684},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5434021353721619},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.528785765171051},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.43236157298088074},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.42770296335220337},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41137295961380005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4069593548774719},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.3472357392311096},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32964542508125305},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13084954023361206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08683156967163086},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-6634-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-6634-9_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W409166618","https://openalex.org/W595525492","https://openalex.org/W1411217979","https://openalex.org/W1967019893","https://openalex.org/W2002470259","https://openalex.org/W2009786711","https://openalex.org/W2022537368","https://openalex.org/W2032859875","https://openalex.org/W2037664399","https://openalex.org/W2044088589","https://openalex.org/W2054689178","https://openalex.org/W2074626524","https://openalex.org/W2081004173","https://openalex.org/W2087044144","https://openalex.org/W2097670073","https://openalex.org/W2104789242","https://openalex.org/W2108109653","https://openalex.org/W2114914613","https://openalex.org/W2133310581","https://openalex.org/W2135301175","https://openalex.org/W2143530935","https://openalex.org/W2151005528","https://openalex.org/W2151511199","https://openalex.org/W2159747233","https://openalex.org/W2171816001","https://openalex.org/W2178751732","https://openalex.org/W2290333897","https://openalex.org/W2294894114","https://openalex.org/W2773145098","https://openalex.org/W3143822685"],"related_works":["https://openalex.org/W2068483578","https://openalex.org/W3016442572","https://openalex.org/W2182881874","https://openalex.org/W2035094897","https://openalex.org/W2041178519","https://openalex.org/W2140677443","https://openalex.org/W2545684011","https://openalex.org/W1519013455","https://openalex.org/W2893321311","https://openalex.org/W1974636739"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}