{"id":"https://openalex.org/W2082684380","doi":"https://doi.org/10.1109/snpd.2014.6888743","title":"An efficient reduction approach to test suite","display_name":"An efficient reduction approach to test suite","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2082684380","doi":"https://doi.org/10.1109/snpd.2014.6888743","mag":"2082684380"},"language":"en","primary_location":{"id":"doi:10.1109/snpd.2014.6888743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2014.6888743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100617209","display_name":"Pan Liu","orcid":"https://orcid.org/0000-0002-4221-5435"},"institutions":[{"id":"https://openalex.org/I153806059","display_name":"Shanghai Business School","ror":"https://ror.org/05kf5z787","country_code":"CN","type":"education","lineage":["https://openalex.org/I153806059"]},{"id":"https://openalex.org/I4405261568","display_name":"Shanghai Key Laboratory of Computer Software Testing and Evaluating","ror":"https://ror.org/05gky6m26","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405261568","https://openalex.org/I4405262724"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pan Liu","raw_affiliation_strings":["College of Computer Engineering and Science, China Shanghai Key Laboratory of Computer Software Testing & Evaluating, Shanghai, China","College of Computer Engineering and Science, Shanghai Business School, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Engineering and Science, China Shanghai Key Laboratory of Computer Software Testing & Evaluating, Shanghai, China","institution_ids":["https://openalex.org/I4405261568"]},{"raw_affiliation_string":"College of Computer Engineering and Science, Shanghai Business School, Shanghai, China","institution_ids":["https://openalex.org/I153806059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100617209"],"corresponding_institution_ids":["https://openalex.org/I153806059","https://openalex.org/I4405261568"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":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":0.9995999932289124,"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":0.9993000030517578,"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/test-suite","display_name":"Test suite","score":0.8933738470077515},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7026039958000183},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6960921287536621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6879787445068359},{"id":"https://openalex.org/keywords/code-coverage","display_name":"Code coverage","score":0.5340425372123718},{"id":"https://openalex.org/keywords/test-case","display_name":"Test case","score":0.5296100378036499},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4971902668476105},{"id":"https://openalex.org/keywords/regression-testing","display_name":"Regression testing","score":0.48843303322792053},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4841388165950775},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4397135078907013},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4345552623271942},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4208696782588959},{"id":"https://openalex.org/keywords/model-based-testing","display_name":"Model-based testing","score":0.4167308211326599},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4142357110977173},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.40158605575561523},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34906452894210815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25228798389434814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23376834392547607},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.19007661938667297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18707919120788574},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.16564002633094788},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13386395573616028}],"concepts":[{"id":"https://openalex.org/C151552104","wikidata":"https://www.wikidata.org/wiki/Q7705809","display_name":"Test suite","level":4,"score":0.8933738470077515},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7026039958000183},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6960921287536621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879787445068359},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.5340425372123718},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.5296100378036499},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4971902668476105},{"id":"https://openalex.org/C161821725","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Regression testing","level":5,"score":0.48843303322792053},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4841388165950775},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4397135078907013},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4345552623271942},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4208696782588959},{"id":"https://openalex.org/C165825675","wikidata":"https://www.wikidata.org/wiki/Q1399743","display_name":"Model-based testing","level":4,"score":0.4167308211326599},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4142357110977173},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.40158605575561523},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34906452894210815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25228798389434814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23376834392547607},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.19007661938667297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18707919120788574},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.16564002633094788},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13386395573616028},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snpd.2014.6888743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snpd.2014.6888743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"15th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1560412976","https://openalex.org/W1980815151","https://openalex.org/W1992987499","https://openalex.org/W1998393968","https://openalex.org/W2011039300","https://openalex.org/W2012611390","https://openalex.org/W2023240978","https://openalex.org/W2040019420","https://openalex.org/W2074933894","https://openalex.org/W2088175657","https://openalex.org/W2122487069","https://openalex.org/W2123356060","https://openalex.org/W2152709259","https://openalex.org/W2157054705","https://openalex.org/W2165965482","https://openalex.org/W2753693129","https://openalex.org/W3152103604","https://openalex.org/W4236200536","https://openalex.org/W6684271286"],"related_works":["https://openalex.org/W2018145554","https://openalex.org/W2052414005","https://openalex.org/W1978406750","https://openalex.org/W2243231242","https://openalex.org/W2187337904","https://openalex.org/W2028796071","https://openalex.org/W2186412629","https://openalex.org/W2792380042","https://openalex.org/W2098051004","https://openalex.org/W2795302276"],"abstract_inverted_index":{"The":[0],"paper":[1],"presents":[2],"a":[3,16,116],"novel":[4],"reduction":[5],"approach":[6,14,57,84,110],"to":[7,29,51,89,97],"test":[8,17,22,53,79,124],"suite":[9,54,125],"in":[10,68],"regression":[11],"testing.":[12],"Our":[13],"selects":[15],"case":[18],"from":[19,39],"those":[20],"redundant":[21],"cases":[23,80],"with":[24,111],"the":[25,30,40,44,47,69,76,86,106],"same":[26],"rank":[27],"according":[28],"boundary":[31,74],"coverage":[32,36,49],"taken":[33],"as":[34],"second":[35,48],"criterion.":[37],"Different":[38],"previous":[41],"researches":[42],"for":[43,123],"selection":[45],"of":[46,63,75],"criterion":[50],"assist":[52],"reduction,":[55],"our":[56,60,83,99,109,121],"bases":[58],"on":[59,72],"empirical":[61],"point":[62],"view":[64],"that":[65],"some":[66],"faults":[67],"program":[70],"lie":[71],"its":[73],"program.":[77],"Therefore":[78],"picked":[81],"by":[82],"have":[85],"higher":[87],"probability":[88],"find":[90],"software":[91],"errors.":[92],"An":[93],"algorithm":[94,122],"is":[95],"proposed":[96],"realize":[98],"approach.":[100],"In":[101],"addition,":[102],"we":[103,119],"also":[104],"discuss":[105],"relationship":[107],"between":[108],"three":[112],"traditional":[113],"heuristics.":[114],"Through":[115],"simple":[117],"exampke,":[118],"illustrate":[120],"reduction.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}