{"id":"https://openalex.org/W4404030874","doi":"https://doi.org/10.1109/icccnt61001.2024.10725060","title":"Software Fault Localization using CNN-LSTM Model","display_name":"Software Fault Localization using CNN-LSTM Model","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030874","doi":"https://doi.org/10.1109/icccnt61001.2024.10725060"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725060","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725060","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 Computing Communication and Networking Technologies (ICCCNT)","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/A5114831734","display_name":"Vishwank Vikram Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vishwank Vikram Singh","raw_affiliation_strings":["National Institute of Technology,Department of Computer Science and Engineering,Warangal,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042719748","display_name":"Manjubala Bisi","orcid":"https://orcid.org/0000-0002-9555-1520"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manjubala Bisi","raw_affiliation_strings":["National Institute of Technology,Department of Computer Science and Engineering,Warangal,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Department of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114831734"],"corresponding_institution_ids":["https://openalex.org/I121750182"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21760508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.972000002861023,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.972000002861023,"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":0.9581999778747559,"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":0.9157999753952026,"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":0.7879595160484314},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5376784205436707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5131595730781555},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4768044650554657},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.27983617782592773},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06706690788269043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879595160484314},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5376784205436707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5131595730781555},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4768044650554657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27983617782592773},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06706690788269043},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725060","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725060","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 Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2003695679","https://openalex.org/W2101819268","https://openalex.org/W2165663378","https://openalex.org/W2343875716","https://openalex.org/W2620081107","https://openalex.org/W2791842304","https://openalex.org/W2921022558","https://openalex.org/W2962715466","https://openalex.org/W3088654511","https://openalex.org/W3119824729","https://openalex.org/W4205250223","https://openalex.org/W4362564672"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Software":[0],"fault":[1,16,41,54],"localization":[2,17,42],"is":[3],"a":[4,13,49],"critical":[5],"task":[6],"which":[7],"identify":[8],"the":[9],"faulty":[10],"statements":[11],"in":[12,39,78],"program.":[14],"Traditional":[15],"techniques":[18],"are":[19],"unable":[20],"to":[21],"capture":[22],"complex":[23],"relationships":[24],"within":[25],"program":[26],"execution":[27],"data.":[28],"In":[29,44],"recent":[30],"years,":[31],"Convolutional":[32],"Neural":[33],"Networks":[34],"(CNNs)":[35],"has":[36],"shown":[37],"promise":[38],"enhancing":[40],"performance.":[43],"this":[45],"paper,":[46],"we":[47],"propose":[48],"CNN-LSTM":[50,67],"model":[51,68],"for":[52],"software":[53,80],"localization.":[55],"We":[56],"perform":[57],"extensive":[58],"experiments":[59],"on":[60],"four":[61],"programs":[62],"and":[63,76],"observe":[64],"that":[65],"proposed":[66],"consistently":[69],"outperforms":[70],"existing":[71],"methods,":[72],"achieving":[73],"higher":[74],"accuracy":[75],"reliability":[77],"localizing":[79],"faults.":[81]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
