{"id":"https://openalex.org/W2981268106","doi":"https://doi.org/10.3233/jifs-179455","title":"Application of interval valued intuitionistic fuzzy TOPSIS for flood management","display_name":"Application of interval valued intuitionistic fuzzy TOPSIS for flood management","publication_year":2019,"publication_date":"2019-10-11","ids":{"openalex":"https://openalex.org/W2981268106","doi":"https://doi.org/10.3233/jifs-179455","mag":"2981268106"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179455","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179455","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5051424885","display_name":"Lazim Abdullah","orcid":"https://orcid.org/0000-0002-6646-4751"},"institutions":[{"id":"https://openalex.org/I157696592","display_name":"Universiti Malaysia Terengganu","ror":"https://ror.org/02474f074","country_code":"MY","type":"education","lineage":["https://openalex.org/I157696592"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Lazim Abdullah","raw_affiliation_strings":["School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, Terengganu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, Terengganu, Malaysia","institution_ids":["https://openalex.org/I157696592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012606087","display_name":"Chunmin Goh","orcid":null},"institutions":[{"id":"https://openalex.org/I157696592","display_name":"Universiti Malaysia Terengganu","ror":"https://ror.org/02474f074","country_code":"MY","type":"education","lineage":["https://openalex.org/I157696592"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chunmin Goh","raw_affiliation_strings":["School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, Terengganu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Applied Mathematics, Universiti Malaysia Terengganu, Terengganu, Malaysia","institution_ids":["https://openalex.org/I157696592"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032140983","display_name":"Nurnadiah Zamri","orcid":"https://orcid.org/0000-0003-2039-6682"},"institutions":[{"id":"https://openalex.org/I51569856","display_name":"Sultan Zainal Abidin University","ror":"https://ror.org/00bnk2e50","country_code":"MY","type":"education","lineage":["https://openalex.org/I51569856"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nurnadiah Zamri","raw_affiliation_strings":["Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Terengganu, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Terengganu, Malaysia","institution_ids":["https://openalex.org/I51569856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101396595","display_name":"Mahmod Othman","orcid":null},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mahmod Othman","raw_affiliation_strings":["Department of Fundamental and Applied Sciences, Faculty of Science and Information Technology, Universiti Teknologi PETRONAS, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fundamental and Applied Sciences, Faculty of Science and Information Technology, Universiti Teknologi PETRONAS, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051424885"],"corresponding_institution_ids":["https://openalex.org/I157696592"],"apc_list":null,"apc_paid":null,"fwci":3.559,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92981869,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"38","issue":"1","first_page":"873","last_page":"881"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","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/T10050","display_name":"Multi-Criteria Decision Making","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/T10969","display_name":"Water resources management and optimization","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.9453927278518677},{"id":"https://openalex.org/keywords/ideal-solution","display_name":"Ideal solution","score":0.8134950995445251},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.652747392654419},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6479017734527588},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5244436860084534},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4679628312587738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.46061065793037415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4484982192516327},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.44669458270072937},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.444427490234375},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4430447518825531},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42480483651161194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2300875186920166},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18876999616622925},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13851481676101685}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.9453927278518677},{"id":"https://openalex.org/C89591040","wikidata":"https://www.wikidata.org/wiki/Q1779030","display_name":"Ideal solution","level":2,"score":0.8134950995445251},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.652747392654419},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6479017734527588},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5244436860084534},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4679628312587738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.46061065793037415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4484982192516327},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.44669458270072937},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.444427490234375},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4430447518825531},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42480483651161194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2300875186920166},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18876999616622925},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13851481676101685},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179455","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179455","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W38708963","https://openalex.org/W45798882","https://openalex.org/W194786220","https://openalex.org/W1987425643","https://openalex.org/W2005674611","https://openalex.org/W2045935786","https://openalex.org/W2051513174","https://openalex.org/W2052640115","https://openalex.org/W2055394893","https://openalex.org/W2056001886","https://openalex.org/W2073966373","https://openalex.org/W2084164249","https://openalex.org/W2110642914","https://openalex.org/W2506768821","https://openalex.org/W2551196604","https://openalex.org/W2790751166","https://openalex.org/W2793573377","https://openalex.org/W2802745231","https://openalex.org/W2883898139","https://openalex.org/W2887890736","https://openalex.org/W2895814708","https://openalex.org/W2911314598","https://openalex.org/W2911605648","https://openalex.org/W4230571157","https://openalex.org/W4254447020","https://openalex.org/W4292078529"],"related_works":["https://openalex.org/W2347675019","https://openalex.org/W2367947563","https://openalex.org/W2890644467","https://openalex.org/W4387430003","https://openalex.org/W2293394021","https://openalex.org/W1990029659","https://openalex.org/W3135485754","https://openalex.org/W2884422668","https://openalex.org/W3154161952","https://openalex.org/W2778781604"],"abstract_inverted_index":{"The":[0,30,152],"technique":[1],"for":[2],"order":[3],"preference":[4],"by":[5],"similarity":[6],"to":[7,14,79,122,131],"ideal":[8],"solution":[9],"(TOPSIS)":[10],"has":[11],"been":[12],"applied":[13],"numerous":[15],"multi-criteria":[16],"decision":[17,42,115],"making":[18,43],"(MCDM)":[19],"problems":[20,48],"where":[21,49,99],"crisp":[22,68],"numbers":[23],"are":[24,55],"utilised":[25,56,67],"in":[26,45,57,94,103,117,160,165],"defining":[27,58],"linguistic":[28,59,124],"evaluation.":[29],"interval":[31,50],"valued":[32,51],"intuitionistic":[33,52],"fuzzy":[34,53,86],"TOPSIS":[35],"(IVIF":[36],"TOPSIS)":[37],"can":[38,107],"offer":[39],"a":[40],"new":[41],"method":[44,71],"solving":[46],"MCDM":[47],"sets":[54],"terms.":[60],"Differently":[61],"from":[62],"the":[63,100,111,138,145,162],"TOPSIS,":[64],"which":[65],"directly":[66],"numbers,":[69],"this":[70,89,155],"introduces":[72],"upper":[73],"and":[74,85,92],"lower":[75],"intervals":[76],"of":[77,83,126,148,154],"memberships":[78],"capture":[80],"wide":[81],"arrays":[82],"uncertain":[84],"information.":[87],"In":[88],"paper,":[90],"criteria":[91],"alternatives":[93,128],"flood":[95,104,118,149,166],"management":[96,119],"is":[97,142],"investigated":[98],"best":[101,146],"alternative":[102,139,147],"mitigation":[105,150,167],"approach":[106,164],"be":[108],"identified":[109,143],"using":[110],"IVIF":[112],"TOPSIS.":[113],"Four":[114],"makers":[116],"were":[120],"invited":[121],"provide":[123],"evaluation":[125],"seven":[127,132],"with":[129],"respect":[130],"criteria.":[133],"Computational":[134],"results":[135],"indicate":[136],"that":[137],"\u2018pumping":[140],"station\u2019":[141],"as":[144],"project.":[151],"findings":[153],"study":[156],"would":[157],"benefit":[158],"authority":[159],"suggesting":[161],"effective":[163],"initiatives.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":7}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}