{"id":"https://openalex.org/W332844675","doi":null,"title":"Dynamic Fuzzy Rule Interpolation","display_name":"Dynamic Fuzzy Rule Interpolation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W332844675","mag":"332844675"},"language":"en","primary_location":{"id":"mag:332844675","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2160/1caf8126-23c0-4c9c-9d8d-16c65f2f9878","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"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/A5089628794","display_name":"Nitin Naik","orcid":"https://orcid.org/0000-0002-0659-9646","observed_orcids":["https://orcid.org/0000-0002-0659-9646"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nitin Naik","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0659-9646","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5089628794"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9984999895095825,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9984999895095825,"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/T11727","display_name":"Advanced Algebra and Logic","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13935","display_name":"Mathematical Control Systems and Analysis","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/compositional-rule-of-inference","display_name":"compositional rule of inference","score":0.9440000057220459},{"id":"https://openalex.org/keywords/rule-redundancy","display_name":"rule redundancy","score":0.4519999921321869},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.800000011920929},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7739999890327454},{"id":"https://openalex.org/keywords/hausdorff-distance","display_name":"Hausdorff distance","score":0.9110000133514404},{"id":"https://openalex.org/keywords/wasserstein-distance","display_name":"Wasserstein distance","score":0.9940000176429749},{"id":"https://openalex.org/keywords/center-of-gravity","display_name":"center of gravity","score":0.8870000243186951},{"id":"https://openalex.org/keywords/intrusion-detection","display_name":"intrusion detection","score":0.7160000205039978},{"id":"https://openalex.org/keywords/snort","display_name":"Snort","score":0.8069999814033508},{"id":"https://openalex.org/keywords/port-scanning-detection","display_name":"port scanning detection","score":0.9549999833106995}],"concepts":[{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7639394998550415},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5313461422920227},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5170271992683411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5107555389404297},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.5008184909820557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49817585945129395},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.494975745677948},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4668577015399933},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4481920599937439},{"id":"https://openalex.org/C3746660","wikidata":"https://www.wikidata.org/wiki/Q1068763","display_name":"Rule of inference","level":2,"score":0.4228963255882263},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4017137289047241},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3840222656726837},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3573272228240967},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3412323594093323}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:332844675","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2160/1caf8126-23c0-4c9c-9d8d-16c65f2f9878","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":147,"referenced_works":["https://openalex.org/W37058475","https://openalex.org/W61030565","https://openalex.org/W76401993","https://openalex.org/W142871166","https://openalex.org/W151337982","https://openalex.org/W157669941","https://openalex.org/W184131516","https://openalex.org/W207803109","https://openalex.org/W857557279","https://openalex.org/W1162757085","https://openalex.org/W1480347468","https://openalex.org/W1485268022","https://openalex.org/W1489608363","https://openalex.org/W1497256448","https://openalex.org/W1497401272","https://openalex.org/W1502441705","https://openalex.org/W1514041977","https://openalex.org/W1543152427","https://openalex.org/W1567829672","https://openalex.org/W1578975417","https://openalex.org/W1580876177","https://openalex.org/W1588541241","https://openalex.org/W1633659671","https://openalex.org/W1635923105","https://openalex.org/W1660133578","https://openalex.org/W1687244664","https://openalex.org/W1691755014","https://openalex.org/W1730152048","https://openalex.org/W1783744706","https://openalex.org/W1786153839","https://openalex.org/W1890867917","https://openalex.org/W1892014502","https://openalex.org/W1956116463","https://openalex.org/W1958105081","https://openalex.org/W1964757918","https://openalex.org/W1972950056","https://openalex.org/W1974030435","https://openalex.org/W1974334076","https://openalex.org/W1975804197","https://openalex.org/W1977496278","https://openalex.org/W1978889792","https://openalex.org/W1982470755","https://openalex.org/W1982617290","https://openalex.org/W1990368529","https://openalex.org/W1990999691","https://openalex.org/W1991520194","https://openalex.org/W1992021188","https://openalex.org/W1992176519","https://openalex.org/W1992419399","https://openalex.org/W1992820542","https://openalex.org/W1995077566","https://openalex.org/W1999956061","https://openalex.org/W2001645181","https://openalex.org/W2004232496","https://openalex.org/W2009443815","https://openalex.org/W2010891123","https://openalex.org/W2012257195","https://openalex.org/W2013198395","https://openalex.org/W2014307365","https://openalex.org/W2027173927","https://openalex.org/W2028061137","https://openalex.org/W2028389683","https://openalex.org/W2033304926","https://openalex.org/W2036736235","https://openalex.org/W2041280856","https://openalex.org/W2046738003","https://openalex.org/W2049305902","https://openalex.org/W2060907774","https://openalex.org/W2064250550","https://openalex.org/W2071061017","https://openalex.org/W2079325629","https://openalex.org/W2082009146","https://openalex.org/W2085640959","https://openalex.org/W2086486199","https://openalex.org/W2087852629","https://openalex.org/W2089491238","https://openalex.org/W2092889036","https://openalex.org/W2100737347","https://openalex.org/W2103105684","https://openalex.org/W2103127765","https://openalex.org/W2106848271","https://openalex.org/W2110894666","https://openalex.org/W2112486431","https://openalex.org/W2113211647","https://openalex.org/W2113784107","https://openalex.org/W2117496317","https://openalex.org/W2118030936","https://openalex.org/W2118661197","https://openalex.org/W2120438042","https://openalex.org/W2122475393","https://openalex.org/W2122659777","https://openalex.org/W2122788930","https://openalex.org/W2123904884","https://openalex.org/W2125009256","https://openalex.org/W2125101937","https://openalex.org/W2126120381","https://openalex.org/W2126617562","https://openalex.org/W2126751256","https://openalex.org/W2126848313","https://openalex.org/W2127218421","https://openalex.org/W2127874772","https://openalex.org/W2129021863","https://openalex.org/W2129066856","https://openalex.org/W2130902926","https://openalex.org/W2133305891","https://openalex.org/W2134075518","https://openalex.org/W2136760654","https://openalex.org/W2139669429","https://openalex.org/W2147169375","https://openalex.org/W2147595926","https://openalex.org/W2149002934","https://openalex.org/W2151042456","https://openalex.org/W2152156354","https://openalex.org/W2153647180","https://openalex.org/W2156204309","https://openalex.org/W2156715830","https://openalex.org/W2157041604","https://openalex.org/W2159757382","https://openalex.org/W2160309686","https://openalex.org/W2162041965","https://openalex.org/W2163649275","https://openalex.org/W2166933393","https://openalex.org/W2169934749","https://openalex.org/W2170196582","https://openalex.org/W2181470738","https://openalex.org/W2182886988","https://openalex.org/W2183470002","https://openalex.org/W2184458171","https://openalex.org/W2185228602","https://openalex.org/W2186351772","https://openalex.org/W2188832606","https://openalex.org/W2242638221","https://openalex.org/W2284369360","https://openalex.org/W2325294571","https://openalex.org/W2341661152","https://openalex.org/W2563423589","https://openalex.org/W2615155959","https://openalex.org/W2619132745","https://openalex.org/W2620828871","https://openalex.org/W2678934292","https://openalex.org/W2912565176","https://openalex.org/W2999254094","https://openalex.org/W3023540311","https://openalex.org/W3140406248","https://openalex.org/W3140706010","https://openalex.org/W3214373139","https://openalex.org/W4239224918"],"related_works":["https://openalex.org/W1990999691","https://openalex.org/W4388517663","https://openalex.org/W4391252839","https://openalex.org/W4295768348","https://openalex.org/W7139926843","https://openalex.org/W4388516496","https://openalex.org/W2780698577","https://openalex.org/W1995077566","https://openalex.org/W4397033691","https://openalex.org/W2637261274"],"abstract_inverted_index":{"Designers":[0],"of":[1,12,18,57,60,68,81,144,164,177,202,215,227,265,286,322,330,350,352],"effective":[2,313],"and":[3,95,120,133,142,158,200,221,242,271,289,300,346],"efficient":[4],"fuzzy":[5,20,34,84,147,168,179,186,231],"systems":[6,29,333],"have":[7,31],"long":[8,101,128],"recognised":[9],"the":[10,16,58,61,78,122,127,140,155,191,197,208,216,225,253,263,303,306,327,348],"value":[11],"inferential":[13],"hybridity":[14],"in":[15,74,100,126,150,310,340],"implementation":[17,321],"sparse":[19,62,146],"rule":[21,35,41,63,67,85,118,148,169,180,210],"based":[22],"systems.":[23],"Which":[24],"is":[25,324],"to":[26,33,76,117,130,138,233,279,301,326,342],"say:":[27],"such":[28],"should":[30,71],"recourse":[32],"interpolation":[36,181],"(FRI)":[37],"only":[38],"when":[39,47],"no":[40],"matches":[42,53],"a":[43,65,109,145,165,175,311],"given":[44],"observation;":[45],"otherwise,":[46],"an":[48,235,320],"observation":[49,243],"partially":[50],"or":[51,91,237],"exactly":[52],"at":[54],"least":[55],"one":[56],"rules":[59,206,241,256,283],"base,":[64,149],"compositional":[66],"inference":[69,187],"(CRI)":[70],"be":[72,248,293],"used":[73],"order":[75,151,341],"avoid":[77],"computational":[79],"overheads":[80],"interpolation.":[82],"Sparse":[83],"bases":[86],"are":[87,219,257],"constructed":[88],"by":[89,261,335],"experts":[90],"derived":[92],"from":[93],"data":[94],"may":[96,112,124],"support":[97,302],"FRI":[98,192,260,297],"reasoning":[99,315],"run.":[102],"However,":[103],"two":[104,213],"potential":[105],"problems":[106],"arise:":[107],"(1)":[108],"system\u2019s":[110],"requirements":[111],"change":[113],"over":[114],"time":[115],"leading":[116],"redundancy;":[119],"(2)":[121],"system":[123],"cease":[125],"run":[129],"provide":[131],"precise":[132,157],"pertinent":[134],"results.":[135],"The":[136],"need":[137],"maintain":[139],"concurrency":[141],"accuracy":[143,288,351],"that":[152,245,281,305],"it":[153,337],"generates":[154],"most":[156],"relevant":[159],"results":[160,285,309],"possible,":[161],"motivates":[162],"consideration":[163],"dynamic":[166,178],"(real-time)":[167],"base.":[170,211],"This":[171],"thesis":[172],"therefore":[173],"presents":[174],"framework":[176],"(D-FRI),":[182],"integrated":[183],"with":[184,338],"general":[185],"(CRI),":[188],"which":[189],"uses":[190,224],"result":[193],"set":[194],"itself":[195],"for":[196,250,259],"selection,":[198],"combination":[199],"promotion":[201],"informative,":[203],"frequentlyused":[204],"intermediate":[205],"into":[207],"existing":[209],"Here":[212],"versions":[214],"D-FRI":[217,307,323],"approach":[218,308],"presented:k-means-based":[220],"GA-aided.":[222],"Integration":[223],"concept":[226],"\u03b1-cut":[228],"overlapping":[229],"between":[230,240],"sets":[232],"decide":[234],"exact":[236],"partial":[238],"matching":[239],"so":[244],"CRI":[246],"can":[247],"utilised":[249],"reasoning.":[251],"Otherwise,":[252],"best":[254],"closest":[255],"selected":[258],"exploiting":[262],"centre":[264],"gravity":[266],"(COG),":[267],"Hausdorff":[268],"distance":[269,274],"(HD)":[270],"earth":[272],"mover\u2019s":[273],"(EMD)":[275],"metrics.":[276],"Testing":[277],"seeks":[278],"show":[280],"dynamically-promoted":[282],"generate":[284],"greater":[287],"robustness":[290],"than":[291],"would":[292],"achievable":[294],"through":[295],"conventional":[296],"tout":[298],"court,":[299],"claim":[304],"more":[312],"interpolative":[314],"system.":[316],"To":[317],"this":[318],"end,":[319],"applied":[325],"problem":[328],"domain":[329],"intrusion":[331],"detection":[332,345],"(IDS),":[334],"integrating":[336],"Snort":[339],"improve":[343],"port-scanning":[344],"increase":[347],"level":[349],"alert":[353],"predictions.":[354]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}