{"id":"https://openalex.org/W2086908129","doi":"https://doi.org/10.1109/scis-isis.2012.6505368","title":"Improvement of SOM visual stability by adjusting feature maps and sorting of leaning data","display_name":"Improvement of SOM visual stability by adjusting feature maps and sorting of leaning data","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2086908129","doi":"https://doi.org/10.1109/scis-isis.2012.6505368","mag":"2086908129"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2012.6505368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","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/A5073915249","display_name":"Momoi Shinji","orcid":null},"institutions":[{"id":"https://openalex.org/I103390050","display_name":"Ryukoku University","ror":"https://ror.org/012tqgb57","country_code":"JP","type":"education","lineage":["https://openalex.org/I103390050"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Momoi Shinji","raw_affiliation_strings":["Department of Media Informatics, Ryukoku University, Japan","Department of Media Informatics, Graduate School of Science and Technology, Ryukoku University"],"affiliations":[{"raw_affiliation_string":"Department of Media Informatics, Ryukoku University, Japan","institution_ids":["https://openalex.org/I103390050"]},{"raw_affiliation_string":"Department of Media Informatics, Graduate School of Science and Technology, Ryukoku University","institution_ids":["https://openalex.org/I103390050"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108111293","display_name":"Tsutomu Miyoshi","orcid":null},"institutions":[{"id":"https://openalex.org/I103390050","display_name":"Ryukoku University","ror":"https://ror.org/012tqgb57","country_code":"JP","type":"education","lineage":["https://openalex.org/I103390050"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Miyoshi Tsutomu","raw_affiliation_strings":["Department of Media Informatics, Ryukoku University, Japan","Department of Media Informatics, Faculty of Science and Technology, Ryukoku University"],"affiliations":[{"raw_affiliation_string":"Department of Media Informatics, Ryukoku University, Japan","institution_ids":["https://openalex.org/I103390050"]},{"raw_affiliation_string":"Department of Media Informatics, Faculty of Science and Technology, Ryukoku University","institution_ids":["https://openalex.org/I103390050"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073915249"],"corresponding_institution_ids":["https://openalex.org/I103390050"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11845496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"76","issue":null,"first_page":"488","last_page":"493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9876000285148621,"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/T10320","display_name":"Neural Networks and Applications","score":0.9876000285148621,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9484999775886536,"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/feature","display_name":"Feature (linguistics)","score":0.7107440233230591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6845105886459351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6578250527381897},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.5974482297897339},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5831873416900635},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5530720353126526},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5318602919578552},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.45757293701171875},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.45755329728126526},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26930177211761475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19998213648796082},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17949852347373962}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7107440233230591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6845105886459351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6578250527381897},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.5974482297897339},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5831873416900635},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5530720353126526},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5318602919578552},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.45757293701171875},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.45755329728126526},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26930177211761475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19998213648796082},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17949852347373962},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scis-isis.2012.6505368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","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":8,"referenced_works":["https://openalex.org/W654041690","https://openalex.org/W1793120599","https://openalex.org/W1980322371","https://openalex.org/W2035931472","https://openalex.org/W2057828679","https://openalex.org/W2072788103","https://openalex.org/W2093365750","https://openalex.org/W4213332169"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W10861731","https://openalex.org/W4386821099"],"abstract_inverted_index":{"Based":[0],"on":[1,31,83],"the":[2,11,17,24,27,72,142,149],"SOM":[3,6,87,98,112],"learning":[4,7,14],"algorithm,":[5],"is":[8,34,155],"influenced":[9],"by":[10,61],"sequence":[12],"of":[13,23,40,48,86,97,103,108,111,117,120,144,152],"data":[15,74,128],"and":[16,90,115,129,148],"initial":[18,46],"feature":[19,32,39,49,88,99,113,145],"map.":[20,100],"The":[21,101],"location":[22],"node":[25],"or":[26],"distance":[28],"between":[29],"nodes":[30],"map":[33,50,146],"important":[35],"factor":[36],"to":[37,71],"determine":[38],"individual":[41],"data.":[42],"In":[43,78],"conventional":[44,139],"method,":[45],"value":[47],"has":[51],"set":[52],"at":[53],"random,":[54],"so":[55,65],"a":[56],"different":[57,66,76],"mapping":[58],"appears":[59],"even":[60],"same":[62,73],"input":[63],"data,":[64,131],"impressions":[67],"could":[68],"be":[69],"increased":[70],"in":[75,141],"diagnosis.":[77],"this":[79],"paper,":[80],"we":[81,91],"focused":[82],"visual":[84,109],"stability":[85,110],"map,":[89,114],"proposed":[92,104,133,153],"two":[93,132],"new":[94],"initialization":[95],"method":[96,105,140,154],"purposes":[102],"are":[106,135],"improvement":[107],"utilization":[116],"generalization":[118],"ability":[119],"SOM.":[121],"By":[122],"some":[123],"experiments":[124],"with":[125],"both":[126],"artificial":[127],"benchmark":[130],"methods":[134],"visually":[136],"stable":[137],"than":[138],"point":[143],"location,":[147],"computational":[150],"complexity":[151],"greatly":[156],"reduced.":[157]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
