{"id":"https://openalex.org/W2124405920","doi":"https://doi.org/10.1109/fuzz.2002.1006724","title":"Studies on the complexity reduction with orthogonal transformation","display_name":"Studies on the complexity reduction with orthogonal transformation","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2124405920","doi":"https://doi.org/10.1109/fuzz.2002.1006724","mag":"2124405920"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2002.1006724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2002.1006724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)","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/A5066093683","display_name":"\u00d6. Ciftcioglu","orcid":"https://orcid.org/0000-0001-9230-2302"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"O. Ciftcioglu","raw_affiliation_strings":["Faculty of Architecture, Building Technology, Delft University of Technnology, Delft, Netherlands","Fac. of Archit., Delft Univ. of Technol., Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Architecture, Building Technology, Delft University of Technnology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Fac. of Archit., Delft Univ. of Technol., Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066093683"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.4569,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74909574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1476","last_page":"1481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9534000158309937,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.755372166633606},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6528319120407104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393301248550415},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.47278261184692383},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35657837986946106},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35020607709884644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25275206565856934},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11284142732620239}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.755372166633606},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6528319120407104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393301248550415},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.47278261184692383},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35657837986946106},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35020607709884644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25275206565856934},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11284142732620239},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz.2002.1006724","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2002.1006724","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)","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":29,"referenced_works":["https://openalex.org/W339310418","https://openalex.org/W1758656836","https://openalex.org/W1867841505","https://openalex.org/W1966287322","https://openalex.org/W1968018278","https://openalex.org/W1975100741","https://openalex.org/W1997624711","https://openalex.org/W2027341196","https://openalex.org/W2041135776","https://openalex.org/W2061430521","https://openalex.org/W2097190406","https://openalex.org/W2100714230","https://openalex.org/W2101036899","https://openalex.org/W2102380305","https://openalex.org/W2113076747","https://openalex.org/W2129885988","https://openalex.org/W2132101501","https://openalex.org/W2133195034","https://openalex.org/W2135346934","https://openalex.org/W2148694408","https://openalex.org/W2149350706","https://openalex.org/W2153904408","https://openalex.org/W2154649900","https://openalex.org/W2155399784","https://openalex.org/W2161171165","https://openalex.org/W4292023222","https://openalex.org/W4300421229","https://openalex.org/W6641625552","https://openalex.org/W6679986405"],"related_works":["https://openalex.org/W2365767001","https://openalex.org/W2352590024","https://openalex.org/W2161045342","https://openalex.org/W2538049348","https://openalex.org/W2384088252","https://openalex.org/W2378388222","https://openalex.org/W2619536498","https://openalex.org/W2127738042","https://openalex.org/W3010871813","https://openalex.org/W2110822862"],"abstract_inverted_index":{"Studies":[0],"on":[1,173],"complexity":[2,155,190],"reduction":[3,156,191],"for":[4],"simplifying":[5],"fuzzy":[6],"rule-based":[7],"models":[8],"using":[9,83,125],"the":[10,17,23,29,48,54,66,70,73,92,111,126,134,140,144,149,170,174,186,189,194],"orthogonal":[11,112,122],"transformation":[12,123],"method":[13,124,150],"are":[14,26,33,89,160],"described,":[15],"where":[16,86,105,157],"output":[18,49,71],"space":[19,25,50,56],"as":[20,22],"well":[21],"input":[24,40,55],"considered.":[27],"Generally,":[28],"conventional":[30],"clustering":[31,58,84,93],"algorithms":[32],"applied":[34],"only":[35],"to":[36,154],"data":[37,45],"set":[38,46],"of":[39,47,69,136,143,167,176,188,197],"space.":[41],"In":[42],"some":[43],"applications,":[44],"is":[51,59,75,99,120,152,169,183],"integrated":[52],"into":[53],"and":[57,146],"performed":[60],"jointly.":[61],"However,":[62],"in":[63,72,91,161],"this":[64,168],"case":[65],"essential":[67,171],"role":[68],"model":[74,98],"overlooked.":[76],"This":[77],"situation":[78],"can":[79,107],"be":[80,108],"improved":[81],"by":[82,110,185],"methods":[85],"both":[87],"spaces":[88],"used":[90],"process.":[94,129],"One":[95],"such":[96],"a":[97],"radial":[100],"basis":[101,158],"function":[102],"network":[103],"(RBFN)":[104],"clusters":[106],"determined":[109],"least":[113],"squares":[114],"(OLS)":[115],"algorithm.":[116],"The":[117,130,164],"OLS":[118,137],"algorithm":[119,138],"an":[121,179],"Gram-Schmidt":[127],"orthogonalisation":[128],"present":[131],"work":[132],"describes":[133],"implementation":[135],"along":[139],"principal":[141,199],"components":[142],"RBFN-matrix":[145],"shows":[147],"that":[148],"itself":[151],"equivalent":[153],"functions":[159],"effect":[162],"orthogonal.":[163],"main":[165],"implication":[166],"enhancement":[172],"effectiveness":[175],"clustering.":[177],"Furthermore,":[178],"important":[180],"computational":[181],"gain":[182],"achieved":[184],"simplification":[187],"process":[192],"at":[193],"moderate":[195],"expense":[196],"computing":[198],"components.":[200]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
