{"id":"https://openalex.org/W2019128061","doi":"https://doi.org/10.1145/2020976.2020992","title":"Radial basis function neural network based approach to test oracle","display_name":"Radial basis function neural network based approach to test oracle","publication_year":2011,"publication_date":"2011-09-30","ids":{"openalex":"https://openalex.org/W2019128061","doi":"https://doi.org/10.1145/2020976.2020992","mag":"2019128061"},"language":"en","primary_location":{"id":"doi:10.1145/2020976.2020992","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2020976.2020992","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","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/A5017108936","display_name":"Om Prakash Sangwan","orcid":"https://orcid.org/0000-0003-1703-0575"},"institutions":[{"id":"https://openalex.org/I72769676","display_name":"Gautam Buddha University","ror":"https://ror.org/026cfwd52","country_code":"IN","type":"education","lineage":["https://openalex.org/I72769676"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Om Prakash Sangwan","raw_affiliation_strings":["Gautam Buddha University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gautam Buddha University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I72769676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047658011","display_name":"Pradeep Kumar Bhatia","orcid":"https://orcid.org/0000-0002-1466-5316"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pradeep Kumar Bhatia","raw_affiliation_strings":["GJU of Science & Technology, Hisar, Haryana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GJU of Science & Technology, Hisar, Haryana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100669926","display_name":"Yogesh Singh","orcid":"https://orcid.org/0000-0001-7963-4855"},"institutions":[{"id":"https://openalex.org/I110116418","display_name":"Maharaja Sayajirao University of Baroda","ror":"https://ror.org/01bx8ja67","country_code":"IN","type":"education","lineage":["https://openalex.org/I110116418"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogesh Singh","raw_affiliation_strings":["M.S. University of Baroda, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M.S. University of Baroda, Gujarat, India","institution_ids":["https://openalex.org/I110116418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017108936"],"corresponding_institution_ids":["https://openalex.org/I72769676"],"apc_list":null,"apc_paid":null,"fwci":0.8111,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75414108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"36","issue":"5","first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9998999834060669,"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":0.9965000152587891,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.7732040882110596},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.698292076587677},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.6027911305427551},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5659356117248535},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4782256484031677},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4770507216453552},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.47665220499038696},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4337959587574005},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.416303426027298},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40716928243637085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3684547543525696},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35169434547424316},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2002682089805603},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.18184533715248108},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.12955772876739502},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0785265564918518},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06847164034843445}],"concepts":[{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.7732040882110596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.698292076587677},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6027911305427551},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5659356117248535},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4782256484031677},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4770507216453552},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.47665220499038696},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4337959587574005},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.416303426027298},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40716928243637085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3684547543525696},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35169434547424316},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2002682089805603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.18184533715248108},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.12955772876739502},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0785265564918518},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06847164034843445},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2020976.2020992","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2020976.2020992","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W114020211","https://openalex.org/W127224647","https://openalex.org/W1490760466","https://openalex.org/W1558435340","https://openalex.org/W1889593606","https://openalex.org/W1904670969","https://openalex.org/W1921791851","https://openalex.org/W1936022305","https://openalex.org/W1978187713","https://openalex.org/W1982053113","https://openalex.org/W2016720789","https://openalex.org/W2023730632","https://openalex.org/W2033072042","https://openalex.org/W2047640748","https://openalex.org/W2049695835","https://openalex.org/W2059558108","https://openalex.org/W2061420998","https://openalex.org/W2098646881","https://openalex.org/W2120552859","https://openalex.org/W2126477166","https://openalex.org/W2129083927","https://openalex.org/W2130762434","https://openalex.org/W2138238457","https://openalex.org/W2140190241","https://openalex.org/W2161288176","https://openalex.org/W2259428266","https://openalex.org/W2985382943","https://openalex.org/W3207342693","https://openalex.org/W4253405001","https://openalex.org/W4300402905","https://openalex.org/W6680704940","https://openalex.org/W6822094873","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W2073713056","https://openalex.org/W3110702597","https://openalex.org/W2125620709","https://openalex.org/W2110441383","https://openalex.org/W4233149903","https://openalex.org/W2326878701","https://openalex.org/W4293864700","https://openalex.org/W2393731464","https://openalex.org/W2374946871","https://openalex.org/W1572661297"],"abstract_inverted_index":{"Software":[0],"testing":[1],"is":[2,15,67],"an":[3],"important":[4],"discipline,":[5],"and":[6,19,24,44,54],"consumes":[7],"significant":[8],"amount":[9],"of":[10,50,59,69],"effort.":[11],"A":[12],"proper":[13],"strategy":[14],"required":[16],"to":[17],"design":[18],"generate":[20],"test":[21,31,75],"cases":[22],"systematically":[23],"effectively.":[25],"In":[26],"this":[27],"paper":[28],"automated":[29,74],"software":[30],"case":[32,52,76],"generation":[33],"with":[34,47,56],"Radial":[35],"Basis":[36],"Function":[37],"Neural":[38],"Network":[39],"(RBFNN)":[40],"has":[41],"been":[42],"proposed":[43],"empirically":[45],"validated":[46],"the":[48,70],"help":[49],"a":[51],"study":[53],"compared":[55],"other":[57],"techniques":[58],"soft":[60],"computing.":[61],"Experimental":[62],"results":[63],"show":[64],"that":[65],"RBFNN":[66],"one":[68],"best":[71],"technique":[72],"for":[73],"generation.":[77]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}