{"id":"https://openalex.org/W4391481367","doi":"https://doi.org/10.1142/s0219649224500047","title":"Development of Honey Badger-Cat Swarm Optimisation-Based Parallel Cascaded Deep Network for Software Bug Prediction Framework","display_name":"Development of Honey Badger-Cat Swarm Optimisation-Based Parallel Cascaded Deep Network for Software Bug Prediction Framework","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4391481367","doi":"https://doi.org/10.1142/s0219649224500047"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649224500047","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224500047","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","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/A5100663657","display_name":"Anurag Gupta","orcid":"https://orcid.org/0000-0002-3541-6175"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anurag Gupta","raw_affiliation_strings":["Amity Institute of Information Technology, Amity University, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-3541-6175","affiliations":[{"raw_affiliation_string":"Amity Institute of Information Technology, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734233","display_name":"Mayank Sharma","orcid":"https://orcid.org/0000-0003-3137-9845"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Sharma","raw_affiliation_strings":["Amity Institute of Information Technology, Amity University, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-3137-9845","affiliations":[{"raw_affiliation_string":"Amity Institute of Information Technology, Amity University, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101991331","display_name":"Amit Srivastava","orcid":"https://orcid.org/0000-0002-4521-6732"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amit Srivastava","raw_affiliation_strings":["Department of Mathematics, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-4521-6732","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Jaypee Institute of Information Technology, Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I154970844"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100663657"],"corresponding_institution_ids":["https://openalex.org/I191972202"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03876493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"03","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.896399974822998,"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":0.896399974822998,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.8205999732017517,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7605000138282776,"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/badger","display_name":"Badger","score":0.7789888381958008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7341043949127197},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5739220976829529},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5353792905807495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4526921212673187},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15066534280776978},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.11420035362243652},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10830095410346985}],"concepts":[{"id":"https://openalex.org/C2777146433","wikidata":"https://www.wikidata.org/wiki/Q638105","display_name":"Badger","level":2,"score":0.7789888381958008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7341043949127197},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5739220976829529},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5353792905807495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4526921212673187},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15066534280776978},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11420035362243652},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10830095410346985}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219649224500047","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224500047","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:23:y:2024:i:03:n:s0219649224500047","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649224500047","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2053107307","https://openalex.org/W2058591750","https://openalex.org/W2099919734","https://openalex.org/W2104301886","https://openalex.org/W2116247135","https://openalex.org/W2119217124","https://openalex.org/W2128666163","https://openalex.org/W2898435572","https://openalex.org/W2900725581","https://openalex.org/W2911121806","https://openalex.org/W2953349665","https://openalex.org/W2955224058","https://openalex.org/W2969522728","https://openalex.org/W2983209690","https://openalex.org/W2985145524","https://openalex.org/W2999805442","https://openalex.org/W3002124246","https://openalex.org/W3011940529","https://openalex.org/W3028950780","https://openalex.org/W3093815602","https://openalex.org/W3107428479","https://openalex.org/W3107702072","https://openalex.org/W3149438326","https://openalex.org/W3153574020","https://openalex.org/W3154583147","https://openalex.org/W3166320127","https://openalex.org/W3175462364","https://openalex.org/W3183814650","https://openalex.org/W3196661916","https://openalex.org/W3211813532","https://openalex.org/W3212106560","https://openalex.org/W4212780753","https://openalex.org/W4214844639","https://openalex.org/W4313647855","https://openalex.org/W4321488581"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2112305438","https://openalex.org/W2959721070","https://openalex.org/W1998661317","https://openalex.org/W2081097368","https://openalex.org/W2121265471","https://openalex.org/W4315571368","https://openalex.org/W2793703921","https://openalex.org/W2040927977","https://openalex.org/W2142023952"],"abstract_inverted_index":{"Software":[0],"bug":[1,13,104,132,148,270,276,287],"prediction":[2,14,28,46,65,74,105,149,247,271,277],"is":[3,15,49,55,141],"mainly":[4],"used":[5,244],"for":[6,62,245],"testing":[7],"and":[8,68,91,176,238,283,289],"code":[9],"inspection.":[10],"So,":[11],"software":[12,72,103,115,147,249,269,286],"carried":[16],"out":[17],"by":[18,189,260],"network":[19],"measures":[20],"over":[21],"the":[22,25,33,42,45,59,64,82,127,138,152,158,164,170,178,186,191,200,205,225,233,246,253,265,267,285],"decades.":[23],"But,":[24,117],"classical":[26],"fault":[27],"method":[29,150,272],"failed":[30],"to":[31,57,101,125,136,143,185,224,281],"obtain":[32,58],"semantic":[34,60],"difference":[35,61],"among":[36],"various":[37],"programs.":[38],"Thus,":[39],"it":[40,76,140],"degrades":[41],"working":[43],"of":[44,207,248],"model,":[47],"which":[48,252,279],"designed":[50,100],"using":[51],"these":[52,218],"aspects.":[53],"It":[54],"necessary":[56],"designing":[63],"model":[66],"accurately":[67],"effectively.":[69],"In":[70,134],"a":[71,121,208,274],"defect":[73,83],"system,":[75],"faces":[77],"many":[78,97],"difficulties":[79],"in":[80,131,198,251],"identifying":[81],"modules":[84,113],"like":[85],"correlation,":[86],"irrelevance":[87],"aspects,":[88],"data":[89,160,167,172,180],"redundancy,":[90],"missing":[92],"samples":[93],"or":[94],"values.":[95],"Consequently,":[96],"researchers":[98],"are":[99,119,161,181,196,220,243,258],"detect":[102,282],"that":[106],"categorises":[107],"faulty":[108],"as":[109,111,183,222],"well":[110],"non-faulty":[112],"with":[114,151,204],"matrices.":[116],"there":[118],"only":[120],"few":[122],"works":[123],"focussed":[124],"mitigate":[126],"class":[128],"imbalance":[129],"problem":[130],"prediction.":[133],"order":[135],"overcome":[137],"problem,":[139],"required":[142],"develop":[144],"an":[145],"efficient":[146],"enhanced":[153],"classifier.":[154],"For":[155],"this":[156],"experimentation,":[157],"input":[159,171,184,223],"taken":[162],"from":[163,255],"standard":[165],"online":[166],"sources.":[168],"Initially,":[169],"undergo":[173],"pre-processing":[174],"phase":[175],"then,":[177],"pre-processed":[179],"provided":[182],"feature":[187],"extraction":[188],"utilising":[190],"Auto-Encoder.":[192],"These":[193],"obtained":[194],"features":[195,203,219],"utilised":[197],"getting":[199],"optimal":[201],"fused":[202],"help":[206],"new":[209],"Hybrid":[210],"Honey":[211],"Badger":[212],"Cat":[213],"Swarm":[214],"Algorithm":[215],"(HHBCSA).":[216],"Finally,":[217],"fed":[221],"Optimised":[226],"Parallel":[227],"Cascaded":[228],"Deep":[229,239],"Network":[230,241],"(OPCDP),":[231],"where":[232],"\u201cExtreme":[234],"Learning":[235],"Machine":[236],"(ELM)":[237],"Belief":[240],"(DBN)\u201d":[242],"bugs,":[250],"parameters":[254],"both":[256],"classifiers":[257],"optimised":[259],"proposed":[261],"HHBCSA":[262],"algorithm.":[263],"From":[264],"investigations,":[266],"recommended":[268],"offers":[273],"quicker":[275],"result,":[278],"helps":[280],"remove":[284],"easily":[288],"accurately.":[290]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}