{"id":"https://openalex.org/W2083085790","doi":"https://doi.org/10.1080/03081079.2012.723209","title":"Similarity interaction in information-theoretic self-organizing maps","display_name":"Similarity interaction in information-theoretic self-organizing maps","publication_year":2012,"publication_date":"2012-09-10","ids":{"openalex":"https://openalex.org/W2083085790","doi":"https://doi.org/10.1080/03081079.2012.723209","mag":"2083085790"},"language":"en","primary_location":{"id":"doi:10.1080/03081079.2012.723209","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2012.723209","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-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/A5079603834","display_name":"Ryotaro Kamimura","orcid":"https://orcid.org/0000-0002-4238-3463"},"institutions":[{"id":"https://openalex.org/I4210152198","display_name":"Education Development Center","ror":"https://ror.org/04wnwd012","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210152198"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryotaro Kamimura","raw_affiliation_strings":["IT Education Center","IT Education Center , 1117 Kitakaname, Hiratsuka, Kanagawa , 259-1292 , Japan"],"affiliations":[{"raw_affiliation_string":"IT Education Center","institution_ids":["https://openalex.org/I4210152198"]},{"raw_affiliation_string":"IT Education Center , 1117 Kitakaname, Hiratsuka, Kanagawa , 259-1292 , Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079603834"],"corresponding_institution_ids":["https://openalex.org/I4210152198"],"apc_list":null,"apc_paid":null,"fwci":0.4448,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73444485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"42","issue":"3","first_page":"239","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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":0.9993000030517578,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9559999704360962,"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/similarity","display_name":"Similarity (geometry)","score":0.8092079758644104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.692845344543457},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6836336255073547},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.601235568523407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5497914552688599},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4931873679161072},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.481876939535141},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45145097374916077},{"id":"https://openalex.org/keywords/self-similarity","display_name":"Self-similarity","score":0.41094279289245605},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4084325134754181},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34023234248161316},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23670348525047302},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2123108208179474}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.8092079758644104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692845344543457},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6836336255073547},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.601235568523407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5497914552688599},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4931873679161072},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.481876939535141},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45145097374916077},{"id":"https://openalex.org/C119453123","wikidata":"https://www.wikidata.org/wiki/Q262372","display_name":"Self-similarity","level":2,"score":0.41094279289245605},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4084325134754181},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34023234248161316},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23670348525047302},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2123108208179474},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/03081079.2012.723209","is_oa":false,"landing_page_url":"https://doi.org/10.1080/03081079.2012.723209","pdf_url":null,"source":{"id":"https://openalex.org/S145553572","display_name":"International Journal of General Systems","issn_l":"0308-1079","issn":["0308-1079","1026-7492","1563-5104"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of General Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W68526433","https://openalex.org/W91446783","https://openalex.org/W648645907","https://openalex.org/W1483072991","https://openalex.org/W1488654468","https://openalex.org/W1490454746","https://openalex.org/W1625750137","https://openalex.org/W1679913846","https://openalex.org/W1680014149","https://openalex.org/W1967452542","https://openalex.org/W1976285068","https://openalex.org/W1986178142","https://openalex.org/W1990517717","https://openalex.org/W1993162833","https://openalex.org/W1996494046","https://openalex.org/W2004737838","https://openalex.org/W2015620040","https://openalex.org/W2025887562","https://openalex.org/W2032899459","https://openalex.org/W2039434802","https://openalex.org/W2045908891","https://openalex.org/W2049952536","https://openalex.org/W2052702017","https://openalex.org/W2057041027","https://openalex.org/W2063655102","https://openalex.org/W2069451000","https://openalex.org/W2071644606","https://openalex.org/W2074225934","https://openalex.org/W2088709281","https://openalex.org/W2089657047","https://openalex.org/W2094015382","https://openalex.org/W2094150678","https://openalex.org/W2095647595","https://openalex.org/W2098969718","https://openalex.org/W2100437550","https://openalex.org/W2101938621","https://openalex.org/W2107042471","https://openalex.org/W2114054925","https://openalex.org/W2116801843","https://openalex.org/W2116948717","https://openalex.org/W2118573764","https://openalex.org/W2119364592","https://openalex.org/W2119479037","https://openalex.org/W2122925692","https://openalex.org/W2123806929","https://openalex.org/W2125134203","https://openalex.org/W2131595827","https://openalex.org/W2132278990","https://openalex.org/W2135186252","https://openalex.org/W2137105523","https://openalex.org/W2139094401","https://openalex.org/W2142350441","https://openalex.org/W2142569723","https://openalex.org/W2144004768","https://openalex.org/W2144914634","https://openalex.org/W2146837144","https://openalex.org/W2148394752","https://openalex.org/W2151616049","https://openalex.org/W2151857959","https://openalex.org/W2160621778","https://openalex.org/W2160891524","https://openalex.org/W2166198088","https://openalex.org/W2166322089","https://openalex.org/W2167541154","https://openalex.org/W2241801086","https://openalex.org/W2579944688","https://openalex.org/W2595970713","https://openalex.org/W3123606858","https://openalex.org/W3128632218","https://openalex.org/W4210925605","https://openalex.org/W4212774754","https://openalex.org/W4213332169","https://openalex.org/W4214489032","https://openalex.org/W4232755852","https://openalex.org/W4241994679","https://openalex.org/W4251171122","https://openalex.org/W4252956849","https://openalex.org/W4285719527","https://openalex.org/W6790889656"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W2121496884","https://openalex.org/W2379232404"],"abstract_inverted_index":{"In":[0,82],"this":[1],"paper,":[2],"we":[3,47,55,86],"propose":[4],"a":[5,33,49,115],"new":[6],"information-theoretic":[7],"computational":[8],"method":[9,50,69,95,103],"called":[10,51],"\u2018similarity":[11,52],"interaction\u2019":[12],"for":[13,118],"improving":[14],"visualization.":[15],"Due":[16],"to":[17,70],"the":[18,24,37,44,57,90,105,109],"fixed":[19,45],"arrangement":[20],"of":[21,36,59,64,93,111,121],"neurons":[22,29],"in":[23,88,114],"self-organizing":[25],"maps,":[26],"similarity":[27,39],"between":[28,40],"is":[30,104],"not":[31],"necessarily":[32],"faithful":[34],"representation":[35],"actual":[38],"neurons.":[41,65],"To":[42],"relax":[43],"arrangement,":[46],"introduce":[48],"interaction\u2019,":[53],"because":[54],"integrate":[56],"information":[58],"connection":[60],"weights":[61],"into":[62],"that":[63],"We":[66],"applied":[67],"our":[68,94],"three":[71,84],"problems,":[72,85],"namely":[73],"teaching":[74],"assistant":[75],"evaluation,":[76],"automobile":[77],"data,":[78],"and":[79,99],"dermatology":[80],"data.":[81],"all":[83],"succeeded":[87],"demonstrating":[89],"better":[91],"performance":[92],"through":[96],"visual":[97],"inspection":[98],"quantitative":[100],"evaluation.":[101],"Our":[102],"first":[106],"step":[107],"towards":[108],"interaction":[110],"multiple":[112],"components":[113],"neural":[116],"network":[117],"finer":[119],"representations":[120],"input":[122],"patterns.":[123]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-06T06:45:51.903784","created_date":"2025-10-10T00:00:00"}