{"id":"https://openalex.org/W2800497329","doi":"https://doi.org/10.1515/jisys-2017-0227","title":"Improving Image Search through MKFCM Clustering Strategy-Based Re-ranking Measure","display_name":"Improving Image Search through MKFCM Clustering Strategy-Based Re-ranking Measure","publication_year":2018,"publication_date":"2018-04-14","ids":{"openalex":"https://openalex.org/W2800497329","doi":"https://doi.org/10.1515/jisys-2017-0227","mag":"2800497329"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2017-0227","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0227","pdf_url":"http://www.degruyter.com/downloadpdf/j/jisys.2020.29.issue-1/jisys-2017-0227/jisys-2017-0227.xml","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://www.degruyter.com/downloadpdf/j/jisys.2020.29.issue-1/jisys-2017-0227/jisys-2017-0227.xml","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110925553","display_name":"A K Naveena","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"A.K. Naveena","raw_affiliation_strings":["Department of Computer Science and Engineering , College of Engineering Trikaripur , Trikaripur , India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering , College of Engineering Trikaripur , Trikaripur , India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091461256","display_name":"N. K. Narayanan","orcid":"https://orcid.org/0000-0002-6654-249X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N.K. Narayanan","raw_affiliation_strings":["College of Engineering Vadakara , Vadakara , India"],"affiliations":[{"raw_affiliation_string":"College of Engineering Vadakara , Vadakara , India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5110925553"],"corresponding_institution_ids":[],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03334916,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"1","first_page":"497","last_page":"514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7298585176467896},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6708487868309021},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6446765661239624},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5991594791412354},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5462701320648193},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5261309146881104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46399447321891785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4614142179489136},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.45608776807785034},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4496288597583771},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.42055612802505493},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33711081743240356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7298585176467896},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6708487868309021},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6446765661239624},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5991594791412354},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5462701320648193},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5261309146881104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46399447321891785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4614142179489136},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.45608776807785034},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4496288597583771},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.42055612802505493},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33711081743240356}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2017-0227","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0227","pdf_url":"http://www.degruyter.com/downloadpdf/j/jisys.2020.29.issue-1/jisys-2017-0227/jisys-2017-0227.xml","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7cab04c44e694b0386f7b5f318c101c3","is_oa":true,"landing_page_url":"https://doaj.org/article/7cab04c44e694b0386f7b5f318c101c3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 29, Iss 1, Pp 497-514 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2017-0227","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2017-0227","pdf_url":"http://www.degruyter.com/downloadpdf/j/jisys.2020.29.issue-1/jisys-2017-0227/jisys-2017-0227.xml","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4000000059604645,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2800497329.pdf","grobid_xml":"https://content.openalex.org/works/W2800497329.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1510073064","https://openalex.org/W1780604041","https://openalex.org/W1972442292","https://openalex.org/W1974906046","https://openalex.org/W1988421392","https://openalex.org/W2013808584","https://openalex.org/W2023170106","https://openalex.org/W2024082504","https://openalex.org/W2024405272","https://openalex.org/W2054743810","https://openalex.org/W2070501200","https://openalex.org/W2078570228","https://openalex.org/W2081495776","https://openalex.org/W2081549451","https://openalex.org/W2085596987","https://openalex.org/W2093896543","https://openalex.org/W2107228074","https://openalex.org/W2110009404","https://openalex.org/W2112429522","https://openalex.org/W2114516315","https://openalex.org/W2120477910","https://openalex.org/W2126528135","https://openalex.org/W2130342593","https://openalex.org/W2141993525","https://openalex.org/W2149730536","https://openalex.org/W2153500253","https://openalex.org/W2171855237","https://openalex.org/W2240136543","https://openalex.org/W2558423823","https://openalex.org/W2566896978","https://openalex.org/W4250648947","https://openalex.org/W6600424091"],"related_works":["https://openalex.org/W2367099342","https://openalex.org/W1572370569","https://openalex.org/W3119811191","https://openalex.org/W2004030635","https://openalex.org/W4381744813","https://openalex.org/W4238243837","https://openalex.org/W4301519770","https://openalex.org/W2997522288","https://openalex.org/W2031656597","https://openalex.org/W3156724800"],"abstract_inverted_index":{"Abstract":[0],"The":[1,192],"main":[2],"intention":[3],"of":[4,23,58,73,80,89,115,146,155,188,194,203],"this":[5,95],"research":[6],"is":[7,63,149,198],"to":[8,20,64,85,152],"develop":[9],"a":[10,32,60,97,105,156,159],"novel":[11,98],"ranking":[12,164,172],"measure":[13],"for":[14,36,100],"content-based":[15],"image":[16,37,81,90,102],"retrieval":[17],"system.":[18],"Owing":[19],"the":[21,45,56,65,71,78,87,112,128,133,144,147,153,163,168,178,186,195,201],"achievement":[22],"data":[24],"retrieval,":[25],"most":[26],"commercial":[27],"search":[28,34,38,103],"engines":[29],"still":[30],"utilize":[31],"text-based":[33],"approach":[35],"by":[39],"utilizing":[40],"encompassing":[41],"textual":[42],"information.":[43],"As":[44],"text":[46],"information":[47],"is,":[48],"in":[49,94],"some":[50],"cases,":[51],"noisy":[52],"and":[53,127,143,171,206],"even":[54],"inaccessible,":[55],"drawback":[57],"such":[59],"recovery":[61],"strategy":[62],"extent":[66],"that":[67],"it":[68],"cannot":[69],"depict":[70],"contents":[72],"images":[74,118,135],"precisely,":[75],"subsequently":[76],"hampering":[77],"execution":[79],"search.":[82],"In":[83,111,182],"order":[84],"improve":[86,162],"performance":[88],"search,":[91],"we":[92,166,176,184],"propose":[93],"work":[96],"algorithm":[99],"improving":[101],"through":[104],"multi-kernel":[106],"fuzzy":[107,139],"c-means":[108,140],"(MKFCM)":[109],"algorithm.":[110,131],"initial":[113],"step":[114],"our":[116],"method,":[117],"are":[119,136],"retrieved":[120,134,169,180],"using":[121,138],"four-level":[122],"discrete":[123],"wavelet":[124],"transform-based":[125],"features":[126],"MKFCM":[129],"clustering":[130,141,190],"Next,":[132],"analyzed":[137,199],"methods,":[142],"rank":[145],"results":[148],"adjusted":[150],"according":[151],"distance":[154],"cluster":[157],"from":[158],"query.":[160],"To":[161],"performance,":[165],"combine":[167],"result":[170],"result.":[173],"At":[174],"last,":[175],"obtain":[177],"ranked":[179],"images.":[181],"addition,":[183],"analyze":[185],"effects":[187],"different":[189],"methods.":[191],"effectiveness":[193],"proposed":[196],"methodology":[197],"with":[200],"help":[202],"precision,":[204],"recall,":[205],"F-measures.":[207]},"counts_by_year":[],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}
