{"id":"https://openalex.org/W2604254250","doi":"https://doi.org/10.1007/978-3-319-57141-6_52","title":"Evaluation of Data Clustering for Stepwise Linear Regression on Use Case Points Estimation","display_name":"Evaluation of Data Clustering for Stepwise Linear Regression on Use Case Points Estimation","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2604254250","doi":"https://doi.org/10.1007/978-3-319-57141-6_52","mag":"2604254250"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-57141-6_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-57141-6_52","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5089263417","display_name":"Petr \u0160ilhav\u00fd","orcid":"https://orcid.org/0000-0002-3724-7854"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Petr Silhavy","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]},{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019922027","display_name":"Radek \u0160ilhav\u00fd","orcid":"https://orcid.org/0000-0002-5637-8796"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radek Silhavy","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]},{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074122666","display_name":"Zdenka Prokopov\u00e1","orcid":"https://orcid.org/0000-0002-0762-7100"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zdenka Prokopova","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, nam T.G. Masaryka 5555, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]},{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zl\u00edn, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089263417"],"corresponding_institution_ids":["https://openalex.org/I165737746"],"apc_list":null,"apc_paid":null,"fwci":1.6648,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85178472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"491","last_page":"496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9605000019073486,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8255093693733215},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"Stepwise regression","score":0.7989226579666138},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.6162364482879639},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.542971670627594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4565929174423218},{"id":"https://openalex.org/keywords/proper-linear-model","display_name":"Proper linear model","score":0.447121262550354},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.44493475556373596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4448443055152893},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3739914894104004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32594114542007446},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.30341506004333496}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8255093693733215},{"id":"https://openalex.org/C170964787","wikidata":"https://www.wikidata.org/wiki/Q7611170","display_name":"Stepwise regression","level":2,"score":0.7989226579666138},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.6162364482879639},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.542971670627594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4565929174423218},{"id":"https://openalex.org/C32224588","wikidata":"https://www.wikidata.org/wiki/Q7250175","display_name":"Proper linear model","level":4,"score":0.447121262550354},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.44493475556373596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4448443055152893},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3739914894104004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32594114542007446},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.30341506004333496}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-57141-6_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-57141-6_52","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1007392","is_oa":false,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1007392","pdf_url":null,"source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1970576459","https://openalex.org/W2009151039","https://openalex.org/W2038280124","https://openalex.org/W2063811939","https://openalex.org/W2075777637","https://openalex.org/W2112139572"],"related_works":["https://openalex.org/W2918472618","https://openalex.org/W206160466","https://openalex.org/W1572494532","https://openalex.org/W4311364185","https://openalex.org/W4309298396","https://openalex.org/W3118299338","https://openalex.org/W267133670","https://openalex.org/W2288557197","https://openalex.org/W4320301389","https://openalex.org/W2497776146"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
