{"id":"https://openalex.org/W2004952717","doi":"https://doi.org/10.1145/2393216.2393288","title":"K-Means with Bi-dimensional Empirical Mode Decomposition for segmentation of microarray image","display_name":"K-Means with Bi-dimensional Empirical Mode Decomposition for segmentation of microarray image","publication_year":2012,"publication_date":"2012-10-26","ids":{"openalex":"https://openalex.org/W2004952717","doi":"https://doi.org/10.1145/2393216.2393288","mag":"2004952717"},"language":"en","primary_location":{"id":"doi:10.1145/2393216.2393288","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393216.2393288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology","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/A5086603292","display_name":"Jonnadula Harikiran","orcid":"https://orcid.org/0000-0001-5662-2122"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"J. Harikiran","raw_affiliation_strings":["GIT, GITAM University","GIT, Gitam University"],"affiliations":[{"raw_affiliation_string":"GIT, GITAM University","institution_ids":["https://openalex.org/I885392262"]},{"raw_affiliation_string":"GIT, Gitam University","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111629687","display_name":"M. Phanendra","orcid":null},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Phanendra","raw_affiliation_strings":["GITAM University, Visakhapatnam, India"],"affiliations":[{"raw_affiliation_string":"GITAM University, Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077825447","display_name":"N. N. Swamy","orcid":null},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N. N. Swamy","raw_affiliation_strings":["GITAM University, Visakhapatnam, India"],"affiliations":[{"raw_affiliation_string":"GITAM University, Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091773592","display_name":"P. Lakshmi","orcid":null},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. V. Lakshmi","raw_affiliation_strings":["GITAM University, Visakhapatnam, India"],"affiliations":[{"raw_affiliation_string":"GITAM University, Visakhapatnam, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051949003","display_name":"R. Kiran Kumar","orcid":"https://orcid.org/0000-0001-6193-9343"},"institutions":[{"id":"https://openalex.org/I221092938","display_name":"Krishna University","ror":"https://ror.org/04yhntq62","country_code":"IN","type":"education","lineage":["https://openalex.org/I221092938"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Kiran Kumar","raw_affiliation_strings":["Krishna University, Machilipatnam, India"],"affiliations":[{"raw_affiliation_string":"Krishna University, Machilipatnam, India","institution_ids":["https://openalex.org/I221092938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086603292"],"corresponding_institution_ids":["https://openalex.org/I885392262"],"apc_list":null,"apc_paid":null,"fwci":0.5253,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.63968324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"427","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9861999750137329,"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/computer-science","display_name":"Computer science","score":0.5772531032562256},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5692408084869385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5402135848999023},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5310081839561462},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5157599449157715},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.4948684573173523},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4561336636543274},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.4511612057685852},{"id":"https://openalex.org/keywords/microarray-databases","display_name":"Microarray databases","score":0.442655086517334},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4266500473022461},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34969472885131836},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3228071630001068},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12427183985710144},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.11544165015220642},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08844375610351562},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.07829704880714417}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5772531032562256},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5692408084869385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5402135848999023},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5310081839561462},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5157599449157715},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.4948684573173523},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4561336636543274},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.4511612057685852},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.442655086517334},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4266500473022461},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34969472885131836},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3228071630001068},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12427183985710144},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.11544165015220642},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08844375610351562},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.07829704880714417}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2393216.2393288","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393216.2393288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1970156673","https://openalex.org/W1971509683","https://openalex.org/W1986980214","https://openalex.org/W2007221293","https://openalex.org/W2089009102","https://openalex.org/W2089404956","https://openalex.org/W2098984346","https://openalex.org/W2166195617","https://openalex.org/W2171800122"],"related_works":["https://openalex.org/W2943416042","https://openalex.org/W1544923801","https://openalex.org/W2160130936","https://openalex.org/W77579337","https://openalex.org/W2994424261","https://openalex.org/W170658859","https://openalex.org/W2086336666","https://openalex.org/W2412120523","https://openalex.org/W2490137852","https://openalex.org/W3023720143"],"abstract_inverted_index":{"A":[0],"Deoxyribonucleic":[1],"Acid":[2],"(DNA)":[3],"microarray":[4,31,55,74,85,115,142,159],"is":[5,81],"a":[6,14],"collection":[7],"of":[8,29,36,51,123],"microscopic":[9],"DNA":[10,30,54],"spots":[11],"attached":[12],"to":[13,39,49,102,119,157],"solid":[15],"surface,":[16],"such":[17],"as":[18,129],"glass,":[19],"plastic":[20],"or":[21],"silicon":[22],"chip":[23],"forming":[24],"an":[25],"array.":[26],"The":[27,53],"analysis":[28,57],"images":[32],"allows":[33],"the":[34,73,90,94,104,114,121,138,154],"identification":[35],"gene":[37],"expressions":[38],"draw":[40],"biological":[41],"conclusions":[42],"for":[43,71,112],"applications":[44],"ranging":[45],"from":[46],"genetic":[47],"profiling":[48],"diagnosis":[50],"cancer.":[52],"image":[56,86,116,160],"includes":[58],"three":[59],"tasks:":[60],"gridding,":[61],"segmentation":[62,95],"and":[63,89,164],"intensity":[64],"extraction.":[65],"Clustering":[66],"algorithms":[67],"have":[68],"been":[69],"applied":[70],"segmenting":[72,113],"image.":[75],"Among":[76],"these":[77],"approaches,":[78],"K-Means":[79,130,151],"method":[80,106,128,140,156],"simple":[82],"one.":[83],"However,":[84],"contains":[87],"noise":[88,91],"would":[92],"affect":[93],"results.":[96,168],"In":[97],"this":[98,127],"paper,":[99],"we":[100,144],"propose":[101],"combine":[103],"K-means":[105],"with":[107,131],"Bi-dimensional":[108,132],"Empirical":[109,133],"Mode":[110,134],"Decomposition":[111],"in":[117],"order":[118],"reduce":[120],"effect":[122],"noise.":[124],"We":[125],"call":[126],"decomposition":[135],"(KBEMD).":[136],"Using":[137,153],"KBEMD":[139,155],"on":[141],"image,":[143],"obtain":[145,165],"better":[146],"results":[147],"than":[148],"those":[149],"using":[150],"only.":[152],"analyze":[158],"can":[161],"save":[162],"time":[163],"more":[166],"reasonable":[167]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}