{"id":"https://openalex.org/W2042867955","doi":"https://doi.org/10.1109/scis-isis.2012.6505275","title":"Fragmentization of distance measure for pattern generation by a self-organizing map","display_name":"Fragmentization of distance measure for pattern generation by a self-organizing map","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2042867955","doi":"https://doi.org/10.1109/scis-isis.2012.6505275","mag":"2042867955"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2012.6505275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505275","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/A5062268590","display_name":"Hiroshi Wakuya","orcid":"https://orcid.org/0000-0002-2988-1505"},"institutions":[{"id":"https://openalex.org/I177136067","display_name":"Saga University","ror":"https://ror.org/04f4wg107","country_code":"JP","type":"education","lineage":["https://openalex.org/I177136067"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Hiroshi Wakuya","raw_affiliation_strings":["Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan","institution_ids":["https://openalex.org/I177136067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061580300","display_name":"Eishi Takahama","orcid":null},"institutions":[{"id":"https://openalex.org/I177136067","display_name":"Saga University","ror":"https://ror.org/04f4wg107","country_code":"JP","type":"education","lineage":["https://openalex.org/I177136067"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eishi Takahama","raw_affiliation_strings":["Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan","institution_ids":["https://openalex.org/I177136067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039699220","display_name":"H. Itoh","orcid":"https://orcid.org/0000-0001-8623-2408"},"institutions":[{"id":"https://openalex.org/I177136067","display_name":"Saga University","ror":"https://ror.org/04f4wg107","country_code":"JP","type":"education","lineage":["https://openalex.org/I177136067"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hideaki Itoh","raw_affiliation_strings":["Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan","institution_ids":["https://openalex.org/I177136067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085812170","display_name":"Hisao Fukumoto","orcid":"https://orcid.org/0000-0002-4261-8410"},"institutions":[{"id":"https://openalex.org/I177136067","display_name":"Saga University","ror":"https://ror.org/04f4wg107","country_code":"JP","type":"education","lineage":["https://openalex.org/I177136067"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hisao Fukumoto","raw_affiliation_strings":["Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan","institution_ids":["https://openalex.org/I177136067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102326173","display_name":"Tatsuya Furukawa","orcid":null},"institutions":[{"id":"https://openalex.org/I177136067","display_name":"Saga University","ror":"https://ror.org/04f4wg107","country_code":"JP","type":"education","lineage":["https://openalex.org/I177136067"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuya Furukawa","raw_affiliation_strings":["Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Science and Engineering, Saga University, Honjo-machi, Saga 840-8502, Japan","institution_ids":["https://openalex.org/I177136067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062268590"],"corresponding_institution_ids":["https://openalex.org/I177136067"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09845288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"477","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9783999919891357,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9490000009536743,"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/measure","display_name":"Measure (data warehouse)","score":0.808014988899231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7037389278411865},{"id":"https://openalex.org/keywords/morphing","display_name":"Morphing","score":0.623845100402832},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6188839077949524},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5869742035865784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5852721929550171},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5472211837768555},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5143793225288391},{"id":"https://openalex.org/keywords/distance-measures","display_name":"Distance measures","score":0.48978400230407715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31644973158836365},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.28746670484542847}],"concepts":[{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.808014988899231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037389278411865},{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.623845100402832},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6188839077949524},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5869742035865784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5852721929550171},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5472211837768555},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5143793225288391},{"id":"https://openalex.org/C2639959","wikidata":"https://www.wikidata.org/wiki/Q1344778","display_name":"Distance measures","level":2,"score":0.48978400230407715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31644973158836365},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28746670484542847},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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.2012.6505275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505275","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":[{"score":0.44999998807907104,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W2035191247","https://openalex.org/W2221761264","https://openalex.org/W6688682467"],"related_works":["https://openalex.org/W1679315481","https://openalex.org/W3151495635","https://openalex.org/W4236870338","https://openalex.org/W2016917053","https://openalex.org/W51472912","https://openalex.org/W4361020386","https://openalex.org/W4362722828","https://openalex.org/W2375652671","https://openalex.org/W4205835231","https://openalex.org/W2393169369"],"abstract_inverted_index":{"A":[0],"self-organizing":[1],"map":[2,107],"(SOM)":[3],"can":[4],"be":[5],"seen":[6],"as":[7],"an":[8],"analytical":[9],"tool":[10],"to":[11,39,56],"discover":[12],"some":[13,79],"underlying":[14],"rules":[15],"in":[16,54,66],"the":[17,40,98,114],"given":[18],"data":[19],"set.":[20],"Based":[21],"on":[22,113],"such":[23],"distinctive":[24],"nature":[25],"called":[26],"topology-preserving":[27],"projection,":[28],"a":[29,60,70,105],"new":[30],"method":[31],"for":[32,91],"generating":[33],"intermediate":[34],"patterns":[35,47,81],"was":[36],"proposed.":[37],"According":[38],"results":[41],"of":[42,72],"preceding":[43],"studies,":[44],"most":[45],"developed":[46,83,109],"are":[48,82,89],"not":[49],"morphing":[50],"but":[51],"dissolve.":[52],"Then,":[53],"order":[55],"overcome":[57],"this":[58,67],"problem,":[59],"fragmentized":[61],"distance":[62,99,115],"measure":[63,100],"is":[64,76,101,108],"introduced":[65],"paper.":[68],"As":[69],"result":[71],"computer":[73],"simulations,":[74],"it":[75],"confirmed":[77],"that":[78,97],"asymmetrical":[80],"even":[84],"though":[85],"only":[86],"symmetrical":[87],"ones":[88],"used":[90],"training.":[92],"This":[93],"fact":[94],"reminds":[95],"us":[96],"quite":[102],"essential,":[103],"because":[104],"feature":[106],"through":[110],"training":[111],"based":[112],"measure.":[116]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
