{"id":"https://openalex.org/W2033789434","doi":"https://doi.org/10.1109/fskd.2010.5569636","title":"A kernel-based fuzzy c-means algorithm with partition index maximization","display_name":"A kernel-based fuzzy c-means algorithm with partition index maximization","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2033789434","doi":"https://doi.org/10.1109/fskd.2010.5569636","mag":"2033789434"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569636","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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/A5014775411","display_name":"Hsu-Shen Tsai","orcid":null},"institutions":[{"id":"https://openalex.org/I29742261","display_name":"Takming University of Science and Technology","ror":"https://ror.org/002xar614","country_code":"TW","type":"education","lineage":["https://openalex.org/I29742261"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsu-Shen Tsai","raw_affiliation_strings":["Department of Management Information System, Takming University of Science and Technology, Taipei, Taiwan","Department of Management Information System, Takming University of Science and Technology, Taipei, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Management Information System, Takming University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I29742261"]},{"raw_affiliation_string":"Department of Management Information System, Takming University of Science and Technology, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I29742261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110062464","display_name":"Miin Shen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Miin- Yang","raw_affiliation_strings":["Department of Applied Mathematics, Chung Yuan Christian University, Taipei, Taiwan","Department of Applied Mathematics, Chung Yuan Christian University, Taipei, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Chung Yuan Christian University, Taipei, Taiwan","institution_ids":["https://openalex.org/I151221077"]},{"raw_affiliation_string":"Department of Applied Mathematics, Chung Yuan Christian University, Taipei, Taiwan, ROC","institution_ids":["https://openalex.org/I151221077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014775411"],"corresponding_institution_ids":["https://openalex.org/I29742261"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18342152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"391","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9950000047683716,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9950000047683716,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.98089998960495,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6885835528373718},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.6440355777740479},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5937157869338989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5566869378089905},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5218386054039001},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45491883158683777},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4541335999965668},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4417825937271118},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44005870819091797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40601417422294617},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32142382860183716},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3210451602935791},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2761375606060028}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6885835528373718},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.6440355777740479},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5937157869338989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5566869378089905},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5218386054039001},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45491883158683777},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4541335999965668},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4417825937271118},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44005870819091797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40601417422294617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32142382860183716},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3210451602935791},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2761375606060028},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569636","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569636","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2005634958","https://openalex.org/W2046778278","https://openalex.org/W2051672098","https://openalex.org/W2104109662","https://openalex.org/W2108859253","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2130926326","https://openalex.org/W2134367991"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W1977636359","https://openalex.org/W2772305933","https://openalex.org/W2580722822"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"kernel-based":[4],"fuzzy":[5],"c-means":[6],"algorithm":[7,18,27],"with":[8],"partition":[9,24],"index":[10,25],"maximization,":[11],"called":[12],"KPIM":[13,17,39,63],"algorithm.":[14],"The":[15],"proposed":[16,28],"is":[19],"more":[20],"robust":[21,41,44,50,54],"than":[22],"the":[23,36],"maximization":[26],"by":[29],"\u00d6zdemir":[30],"and":[31,58,69],"Akarum.":[32],"Experiments":[33],"show":[34],"that":[35],"advantage":[37],"of":[38,67],"are":[40,70],"properties:":[42],"(1)":[43],"to":[45,51,55],"fuzziness":[46],"parameter":[47],"m,":[48],"(2)":[49],"outlier,":[52],"(3)":[53],"image":[56,74],"artifacts;":[57],"fast":[59],"computational":[60],"performance.":[61],"Especially,":[62],"can":[64],"overcome":[65],"drawbacks":[66],"PIM,":[68],"well":[71],"used":[72],"in":[73],"segmentation.":[75]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
