{"id":"https://openalex.org/W2135526710","doi":"https://doi.org/10.1109/rait.2012.6194616","title":"A dimension reduction technique for K-Means clustering algorithm","display_name":"A dimension reduction technique for K-Means clustering algorithm","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2135526710","doi":"https://doi.org/10.1109/rait.2012.6194616","mag":"2135526710"},"language":"en","primary_location":{"id":"doi:10.1109/rait.2012.6194616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rait.2012.6194616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 1st International Conference on Recent Advances in Information Technology (RAIT)","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/A5063958309","display_name":"Partha Sarathi Bishnu","orcid":"https://orcid.org/0000-0001-5143-6195"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]},{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P.S. Bishnu","raw_affiliation_strings":["Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi, Ranchi, Jharkhand, India","Department of Computer Sc. & Engg., Birla Institute of Technology, Ranchi, Lalpur, Jharkhand, 834001, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi, Ranchi, Jharkhand, India","institution_ids":["https://openalex.org/I115715567"]},{"raw_affiliation_string":"Department of Computer Sc. & Engg., Birla Institute of Technology, Ranchi, Lalpur, Jharkhand, 834001, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111388619","display_name":"Vandana Bhattacherjee","orcid":null},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]},{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Bhattacherjee","raw_affiliation_strings":["Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi, Ranchi, Jharkhand, India","Department of Computer Sc. & Engg., Birla Institute of Technology, Ranchi, Lalpur, Jharkhand, 834001, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Birla Institute of Technology, Ranchi, Ranchi, Jharkhand, India","institution_ids":["https://openalex.org/I115715567"]},{"raw_affiliation_string":"Department of Computer Sc. & Engg., Birla Institute of Technology, Ranchi, Lalpur, Jharkhand, 834001, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063958309"],"corresponding_institution_ids":["https://openalex.org/I115715567","https://openalex.org/I74796645"],"apc_list":null,"apc_paid":null,"fwci":0.4281,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73260775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1973","issue":null,"first_page":"531","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9987000226974487,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9987000226974487,"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/T10057","display_name":"Face and Expression Recognition","score":0.9986000061035156,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.8496527671813965},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7546952366828918},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.7355650663375854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7081420421600342},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.7015290260314941},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5538265109062195},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5210482478141785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.517676591873169},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4972539246082306},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4912492632865906},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4867994487285614},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4867136776447296},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4525052309036255},{"id":"https://openalex.org/keywords/data-reduction","display_name":"Data reduction","score":0.44284260272979736},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.41155654191970825},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4008510708808899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2842274308204651},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21889138221740723}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8496527671813965},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7546952366828918},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.7355650663375854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7081420421600342},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.7015290260314941},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5538265109062195},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5210482478141785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.517676591873169},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4972539246082306},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4912492632865906},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4867994487285614},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4867136776447296},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4525052309036255},{"id":"https://openalex.org/C153914771","wikidata":"https://www.wikidata.org/wiki/Q5227343","display_name":"Data reduction","level":2,"score":0.44284260272979736},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.41155654191970825},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4008510708808899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2842274308204651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21889138221740723},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rait.2012.6194616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rait.2012.6194616","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 1st International Conference on Recent Advances in Information Technology (RAIT)","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":19,"referenced_works":["https://openalex.org/W1535330505","https://openalex.org/W1571401318","https://openalex.org/W2001141328","https://openalex.org/W2001619934","https://openalex.org/W2053186076","https://openalex.org/W2071904530","https://openalex.org/W2079361215","https://openalex.org/W2117569501","https://openalex.org/W2120405375","https://openalex.org/W2140190241","https://openalex.org/W2142020139","https://openalex.org/W2143157307","https://openalex.org/W2145793758","https://openalex.org/W2145903010","https://openalex.org/W2165533158","https://openalex.org/W2489377986","https://openalex.org/W2912323841","https://openalex.org/W6668435203","https://openalex.org/W6684430665"],"related_works":["https://openalex.org/W4301002638","https://openalex.org/W2371010743","https://openalex.org/W2163563073","https://openalex.org/W3088133960","https://openalex.org/W4253632195","https://openalex.org/W2393707058","https://openalex.org/W3186815950","https://openalex.org/W1987613674","https://openalex.org/W2590117803","https://openalex.org/W2181519036"],"abstract_inverted_index":{"To":[0],"increase":[1],"the":[2,5,12,64],"efficiency":[3],"of":[4,66],"clustering":[6,46],"algorithms":[7],"and":[8,42,69],"for":[9,70],"visualization":[10],"purpose":[11,72],"dimension":[13,29],"reduction":[14,30],"techniques":[15],"may":[16],"be":[17],"employed.":[18],"In":[19],"this":[20],"paper":[21],"our":[22,56,67,76],"aim":[23],"is":[24],"to":[25,32,38,62],"develop":[26],"a":[27,34],"simple":[28],"technique":[31,57,68,77],"convert":[33],"high":[35],"dimensional":[36,40],"data":[37,41],"two":[39],"then":[43],"apply":[44],"K-Means":[45],"algorithm":[47],"on":[48,58],"converted":[49],"(two":[50],"dimensional)":[51],"data.":[52],"We":[53],"have":[54,74],"applied":[55],"three":[59],"real":[60],"datasets":[61],"evaluate":[63],"performance":[65],"comparative":[71],"we":[73],"compared":[75],"with":[78],"other":[79],"existing":[80],"technique.":[81]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
