{"id":"https://openalex.org/W2909209534","doi":"https://doi.org/10.1515/jisys-2018-0338","title":"Feature Pair Index Graph for Clustering","display_name":"Feature Pair Index Graph for Clustering","publication_year":2019,"publication_date":"2019-01-15","ids":{"openalex":"https://openalex.org/W2909209534","doi":"https://doi.org/10.1515/jisys-2018-0338","mag":"2909209534"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2018-0338","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0338","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p1179.pdf","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":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p1179.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"N. Karthika","orcid":null},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"N. Karthika","raw_affiliation_strings":["Department of Computer Applications , National Institute of Technology , Tiruchirappalli, Tamil Nadu 620015 , India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Applications , National Institute of Technology , Tiruchirappalli, Tamil Nadu 620015 , India","institution_ids":["https://openalex.org/I122964287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022662457","display_name":"B. Janet","orcid":"https://orcid.org/0000-0001-7030-9634"},"institutions":[{"id":"https://openalex.org/I122964287","display_name":"National Institute of Technology Tiruchirappalli","ror":"https://ror.org/047x65e68","country_code":"IN","type":"education","lineage":["https://openalex.org/I122964287"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Janet","raw_affiliation_strings":["Department of Computer Applications , National Institute of Technology , Tiruchirappalli, Tamil Nadu 620015 , India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Applications , National Institute of Technology , Tiruchirappalli, Tamil Nadu 620015 , India","institution_ids":["https://openalex.org/I122964287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I122964287"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.1022,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4028058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":"1","first_page":"1179","last_page":"1187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"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":0.9975000023841858,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.991100013256073,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.982200026512146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6931300163269043},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.6705109477043152},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6681382656097412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.659277081489563},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.6291793584823608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5592731237411499},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5191956758499146},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46461498737335205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.424439013004303},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42077067494392395},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.08254313468933105}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6931300163269043},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.6705109477043152},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6681382656097412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659277081489563},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.6291793584823608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5592731237411499},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5191956758499146},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46461498737335205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.424439013004303},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42077067494392395},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.08254313468933105},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2018-0338","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0338","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p1179.pdf","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:f4e3921305f44a3ea7ad32d6c8df1782","is_oa":true,"landing_page_url":"https://doaj.org/article/f4e3921305f44a3ea7ad32d6c8df1782","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 1179-1187 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2018-0338","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2018-0338","pdf_url":"https://www.degruyter.com/downloadpdf/journals/jisys/29/1/article-p1179.pdf","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":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2909209534.pdf","grobid_xml":"https://content.openalex.org/works/W2909209534.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W830259972","https://openalex.org/W1128809682","https://openalex.org/W1516527356","https://openalex.org/W1533168581","https://openalex.org/W1564085854","https://openalex.org/W1845198550","https://openalex.org/W1857054846","https://openalex.org/W1945093775","https://openalex.org/W1981732427","https://openalex.org/W1983910883","https://openalex.org/W1996764654","https://openalex.org/W2000033362","https://openalex.org/W2006608770","https://openalex.org/W2022292926","https://openalex.org/W2023628824","https://openalex.org/W2065005579","https://openalex.org/W2100958137","https://openalex.org/W2137763598","https://openalex.org/W2138662031","https://openalex.org/W2149530645","https://openalex.org/W2162696658","https://openalex.org/W2163652601","https://openalex.org/W2204255850","https://openalex.org/W2590009741","https://openalex.org/W2785396792","https://openalex.org/W2963917624","https://openalex.org/W4213009331"],"related_works":["https://openalex.org/W2952821581","https://openalex.org/W4288415828","https://openalex.org/W4311618633","https://openalex.org/W2185776155","https://openalex.org/W4379648054","https://openalex.org/W2604976738","https://openalex.org/W2592235592","https://openalex.org/W2390267673","https://openalex.org/W2120258591","https://openalex.org/W2904779692"],"abstract_inverted_index":{"Abstract":[0],"Text":[1],"documents":[2],"are":[3,11],"significant":[4,12],"arrangements":[5,13],"of":[6,14,42,103,139,141],"various":[7,15],"words,":[8],"while":[9],"images":[10],"pixels/features.":[16],"In":[17],"addition,":[18],"text":[19],"and":[20,77,93,107,120,130],"image":[21,44,80,118],"data":[22],"share":[23],"a":[24,40],"similar":[25],"semantic":[26],"structural":[27],"pattern.":[28],"With":[29],"reference":[30],"to":[31],"this":[32],"research,":[33],"the":[34,56,79,89,100,121,148,154],"feature":[35,48,58],"pair":[36,41,49,59],"is":[37,53,62,72,86,113],"defined":[38],"as":[39],"adjacent":[43],"features.":[45],"The":[46,69,82,110,144],"innovative":[47],"index":[50,67],"graph":[51],"(FPIG)":[52],"constructed":[54,63,70],"from":[55],"unique":[57],"selected,":[60],"which":[61,98],"using":[64,115],"an":[65],"inverted":[66],"structure.":[68],"FPIG":[71,84,111],"helpful":[73],"in":[74,137,153],"clustering,":[75],"classifying":[76],"retrieving":[78],"data.":[81],"proposed":[83,155],"method":[85,112],"validated":[87],"against":[88],"traditional":[90],"KMeans++,":[91],"KMeans":[92,136],"Farthest":[94,128],"First":[95,129],"cluster":[96],"methods":[97],"have":[99],"serious":[101],"drawback":[102],"initial":[104],"centroid":[105],"selection":[106],"local":[108],"optima.":[109],"analyzed":[114],"Iris":[116],"flower":[117],"data,":[119],"analysis":[122],"yields":[123],"88%":[124],"better":[125,132],"results":[126,133],"than":[127,134],"28.97%":[131],"conventional":[135],"terms":[138],"sum":[140],"squared":[142],"errors.":[143],"paper":[145],"also":[146],"discusses":[147],"scope":[149],"for":[150],"further":[151],"research":[152],"methodology.":[156]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}