{"id":"https://openalex.org/W2039872098","doi":"https://doi.org/10.1109/icitcs.2014.7021755","title":"Data Perturbations for All DMUs in DEA with Interval Uncertainty","display_name":"Data Perturbations for All DMUs in DEA with Interval Uncertainty","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2039872098","doi":"https://doi.org/10.1109/icitcs.2014.7021755","mag":"2039872098"},"language":"en","primary_location":{"id":"doi:10.1109/icitcs.2014.7021755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2014.7021755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on IT Convergence and Security (ICITCS)","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/A5025225581","display_name":"Feng He","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng He","raw_affiliation_strings":["Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China","Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol., Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol., Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100841117","display_name":"Xiaoning Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoning Xu","raw_affiliation_strings":["Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China","Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol., Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol., Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102368219","display_name":"Liyun Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liyun Zhu","raw_affiliation_strings":["Ocean Coll., Agric. Univ. of Hebei, Qinhuangdao, China"],"affiliations":[{"raw_affiliation_string":"Ocean Coll., Agric. Univ. of Hebei, Qinhuangdao, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025225581"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12542818,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9733999967575073,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.90420001745224,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.8362976312637329},{"id":"https://openalex.org/keywords/interval-data","display_name":"Interval data","score":0.7789117097854614},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.757792592048645},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.6725180149078369},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6170662641525269},{"id":"https://openalex.org/keywords/radius","display_name":"RADIUS","score":0.5468348264694214},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.42289280891418457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41069236397743225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.408674031496048},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3967961072921753},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2786741256713867},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1086713969707489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.05778500437736511}],"concepts":[{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.8362976312637329},{"id":"https://openalex.org/C2983220686","wikidata":"https://www.wikidata.org/wiki/Q951437","display_name":"Interval data","level":3,"score":0.7789117097854614},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.757792592048645},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.6725180149078369},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6170662641525269},{"id":"https://openalex.org/C178635117","wikidata":"https://www.wikidata.org/wiki/Q747499","display_name":"RADIUS","level":2,"score":0.5468348264694214},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.42289280891418457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41069236397743225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.408674031496048},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3967961072921753},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2786741256713867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1086713969707489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.05778500437736511},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icitcs.2014.7021755","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitcs.2014.7021755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on IT Convergence and Security (ICITCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1620393396","https://openalex.org/W1981686645","https://openalex.org/W1996411615","https://openalex.org/W2018454036","https://openalex.org/W2027341931","https://openalex.org/W2035801286","https://openalex.org/W2075873452","https://openalex.org/W2076036330","https://openalex.org/W2076452041","https://openalex.org/W2076813693","https://openalex.org/W2095723131","https://openalex.org/W2110250287","https://openalex.org/W2267298282","https://openalex.org/W4236037343","https://openalex.org/W6636445885"],"related_works":["https://openalex.org/W2944158396","https://openalex.org/W115577841","https://openalex.org/W2370420321","https://openalex.org/W2032833645","https://openalex.org/W1880918453","https://openalex.org/W4256681807","https://openalex.org/W2338920004","https://openalex.org/W2232227265","https://openalex.org/W2045103335","https://openalex.org/W4232843823"],"abstract_inverted_index":{"This":[0],"paper":[1,77],"discusses":[2],"the":[3,16,36,46,52,68,84,87],"sensitivity":[4,37],"analysis":[5,38],"in":[6,24,45,75,104],"Data":[7],"Envelopment":[8],"Analysis":[9],"(DEA)":[10],"with":[11],"interval":[12,17,47],"data.":[13],"According":[14],"to":[15,34,61,66,93,98],"efficiencies,":[18],"all":[19,43,99],"DMUs":[20,44,100],"can":[21,80],"be":[22,81],"classified":[23],"three":[25],"categories.":[26],"Based":[27],"on":[28],"that,":[29],"corresponding":[30],"models":[31],"are":[32,90],"established":[33],"explore":[35],"and":[39,101,107],"stability":[40,62],"radius":[41,63],"for":[42],"data":[48,88],"setting,":[49],"within":[50],"which":[51],"classification":[53],"keep":[54],"unchanged.":[55],"A":[56],"very":[57],"close":[58],"numerical":[59],"value":[60],"is":[64],"selected":[65],"see":[67],"tiny":[69],"change":[70],"of":[71],"efficiency.":[72],"The":[73],"approaches":[74],"this":[76],"not":[78],"merely":[79],"adopted":[82],"into":[83],"situation":[85],"when":[86],"variations":[89],"only":[91],"applied":[92],"specific":[94],"DMUs,":[95],"but":[96],"also":[97],"simultaneously":[102],"different":[103],"various":[105],"inputs":[106],"outputs":[108],"subsets.":[109]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}