{"id":"https://openalex.org/W28362595","doi":"https://doi.org/10.1109/jbhi.2017.2654479","title":"Accounting for defect characteristics in empirical studies of software testing","display_name":"Accounting for defect characteristics in empirical studies of software testing","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W28362595","doi":"https://doi.org/10.1109/jbhi.2017.2654479","mag":"28362595"},"language":"en","primary_location":{"id":"mag:28362595","is_oa":false,"landing_page_url":"https://drum.lib.umd.edu/handle/1903/9581","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},"type":"dissertation","indexed_in":[],"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/A5103489081","display_name":"Atif M. Memon","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Atif M. Memon","raw_affiliation_strings":["University of Maryland, College Park"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038010510","display_name":"Jaymie Strecker","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaymie Strecker","raw_affiliation_strings":["University of Maryland, College Park"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"2","first_page":"386","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9998000264167786,"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/computer-science","display_name":"Computer science","score":0.6383129358291626},{"id":"https://openalex.org/keywords/software-inspection","display_name":"Software inspection","score":0.5435590147972107},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5094254612922668},{"id":"https://openalex.org/keywords/manual-testing","display_name":"Manual testing","score":0.47621971368789673},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.47566622495651245},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46521973609924316},{"id":"https://openalex.org/keywords/software-quality-assurance","display_name":"Software quality assurance","score":0.4591514468193054},{"id":"https://openalex.org/keywords/software-performance-testing","display_name":"Software performance testing","score":0.45381420850753784},{"id":"https://openalex.org/keywords/test-strategy","display_name":"Test strategy","score":0.4213936924934387},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42033445835113525},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.3457100987434387},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.34040361642837524},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.3329855501651764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6383129358291626},{"id":"https://openalex.org/C10272871","wikidata":"https://www.wikidata.org/wiki/Q929972","display_name":"Software inspection","level":5,"score":0.5435590147972107},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5094254612922668},{"id":"https://openalex.org/C182122060","wikidata":"https://www.wikidata.org/wiki/Q6752328","display_name":"Manual testing","level":5,"score":0.47621971368789673},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.47566622495651245},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46521973609924316},{"id":"https://openalex.org/C2776969324","wikidata":"https://www.wikidata.org/wiki/Q613918","display_name":"Software quality assurance","level":5,"score":0.4591514468193054},{"id":"https://openalex.org/C178059732","wikidata":"https://www.wikidata.org/wiki/Q1982529","display_name":"Software performance testing","level":5,"score":0.45381420850753784},{"id":"https://openalex.org/C188598960","wikidata":"https://www.wikidata.org/wiki/Q7705805","display_name":"Test strategy","level":3,"score":0.4213936924934387},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42033445835113525},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.3457100987434387},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.34040361642837524},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.3329855501651764},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:28362595","is_oa":false,"landing_page_url":"https://drum.lib.umd.edu/handle/1903/9581","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G2163406236","display_name":null,"funder_award_id":"20131102120008","funder_id":"https://openalex.org/F4320336024","funder_display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China"},{"id":"https://openalex.org/G3808024478","display_name":null,"funder_award_id":"BK20140411","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5834194604","display_name":null,"funder_award_id":"61405009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8133980618","display_name":"\u795e\u7ecf\u5143\u950b\u7535\u4f4d\u7684\u591a\u5c0f\u6ce2\u52a8\u6001\u5efa\u6a21\u4e0e\u7a81\u89e6\u53ef\u5851\u6027\u673a\u7406\u7814\u7a76","funder_award_id":"61671042","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8966987018","display_name":null,"funder_award_id":"61403016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336024","display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1638475437","https://openalex.org/W1970565328","https://openalex.org/W1971727464","https://openalex.org/W1985378987","https://openalex.org/W1992639336","https://openalex.org/W1996596150","https://openalex.org/W1998393968","https://openalex.org/W2007961180","https://openalex.org/W2013711971","https://openalex.org/W2015999522","https://openalex.org/W2017698737","https://openalex.org/W2018161301","https://openalex.org/W2020538887","https://openalex.org/W2023240978","https://openalex.org/W2039571931","https://openalex.org/W2043811931","https://openalex.org/W2055975932","https://openalex.org/W2059942119","https://openalex.org/W2066459581","https://openalex.org/W2075755635","https://openalex.org/W2098115125","https://openalex.org/W2099855131","https://openalex.org/W2101728371","https://openalex.org/W2102742419","https://openalex.org/W2109276114","https://openalex.org/W2110068396","https://openalex.org/W2110431240","https://openalex.org/W2112836019","https://openalex.org/W2118542736","https://openalex.org/W2121084350","https://openalex.org/W2122744310","https://openalex.org/W2123318377","https://openalex.org/W2123551043","https://openalex.org/W2123586642","https://openalex.org/W2127517567","https://openalex.org/W2128779711","https://openalex.org/W2134691366","https://openalex.org/W2136887998","https://openalex.org/W2140077136","https://openalex.org/W2145870596","https://openalex.org/W2146174626","https://openalex.org/W2147119299","https://openalex.org/W2155048419","https://openalex.org/W2159610968","https://openalex.org/W2161101035","https://openalex.org/W2161295937","https://openalex.org/W2167926541","https://openalex.org/W2170818489","https://openalex.org/W2171451409","https://openalex.org/W2802994110","https://openalex.org/W3010856131","https://openalex.org/W3145932680"],"related_works":["https://openalex.org/W2066515165","https://openalex.org/W2950456884","https://openalex.org/W2966594931","https://openalex.org/W157609557","https://openalex.org/W1501347099","https://openalex.org/W2010497813","https://openalex.org/W186219314","https://openalex.org/W1490967151","https://openalex.org/W1547292687","https://openalex.org/W2048098757","https://openalex.org/W3126018461","https://openalex.org/W3185762249","https://openalex.org/W202174755","https://openalex.org/W1692158061","https://openalex.org/W2025537404","https://openalex.org/W2084757972","https://openalex.org/W28960594","https://openalex.org/W2155629590","https://openalex.org/W1994767661","https://openalex.org/W222372681"],"abstract_inverted_index":{"The":[0,95,141,170],"automatic":[1],"detection":[2],"of":[3,17,39,59,86,97,144,185,192,198],"epileptic":[4,18,92,135],"seizures":[5],"from":[6,34,137],"electroencephalography":[7],"(EEG)":[8],"signals":[9,54],"is":[10,37,55,81],"crucial":[11],"for":[12,91,196],"the":[13,40,87,105,111,126,145,175,190,193],"localization":[14],"and":[15,27,29,48,65,76,158,167,188,201],"classification":[16,142,178,186,197],"seizure":[19,22,136,199],"activity.":[20],"However,":[21],"processes":[23,36],"are":[24,116],"typically":[25],"dynamic":[26],"nonstationary,":[28],"thus,":[30],"distinguishing":[31],"rhythmic":[32],"discharges":[33],"nonstationary":[35],"one":[38],"challenging":[41],"problems.":[42],"In":[43],"this":[44],"paper,":[45],"an":[46],"adaptive":[47],"localized":[49],"time-frequency":[50,88],"representation":[51],"in":[52,131,183],"EEG":[53,93,139],"proposed":[56,146,176,194],"by":[57,104,151],"means":[58],"multiscale":[60],"radial":[61,127],"basis":[62,128],"functions":[63],"(MRBF)":[64],"a":[66,82,119],"modified":[67],"particle":[68],"swarm":[69],"optimization":[70],"(MPSO)":[71],"to":[72,133],"improve":[73],"both":[74],"time":[75],"frequency":[77],"resolution":[78],"simultaneously,":[79],"which":[80],"novel":[83],"MRBF-MPSO":[84],"framework":[85],"feature":[89,155],"extraction":[90,156],"signals.":[94,140],"dimensionality":[96],"extracted":[98],"features":[99,114],"can":[100],"be":[101],"greatly":[102],"reduced":[103],"principle":[106],"component":[107],"analysis":[108],"algorithm":[109],"before":[110],"most":[112],"discriminative":[113],"selected":[115],"fed":[117],"into":[118],"support":[120],"vector":[121],"machine":[122],"(SVM)":[123],"classifier":[124],"with":[125],"function":[129],"(RBF)":[130],"order":[132],"separate":[134],"seizure-free":[138,202],"performance":[143],"method":[147,179,195],"has":[148],"been":[149],"evaluated":[150],"using":[152],"several":[153],"state-of-art":[154],"algorithms":[157],"other":[159],"five":[160],"different":[161],"classifiers":[162],"like":[163],"linear":[164],"discriminant":[165],"analysis,":[166],"logistic":[168],"regression.":[169],"experimental":[171],"results":[172],"indicate":[173],"that":[174],"MRBF-MPSO-SVM":[177],"outperforms":[180],"competing":[181],"techniques":[182],"terms":[184],"accuracy,":[187],"shows":[189],"effectiveness":[191],"epochs":[200],"epochs.":[203]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2016-06-24T00:00:00"}