{"id":"https://openalex.org/W2160635314","doi":"https://doi.org/10.1109/icdm.2003.1250935","title":"Detecting interesting exceptions from medical test data with visual summarization","display_name":"Detecting interesting exceptions from medical test data with visual summarization","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W2160635314","doi":"https://doi.org/10.1109/icdm.2003.1250935","mag":"2160635314"},"language":"en","primary_location":{"id":"doi:10.1109/icdm.2003.1250935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1250935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","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/A5049568882","display_name":"Einoshin Suzuki","orcid":"https://orcid.org/0000-0001-7743-6177"},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"E. Suzuki","raw_affiliation_strings":["Division of Electrical and Computer Engineering, Yokohama National University, Japan"],"affiliations":[{"raw_affiliation_string":"Division of Electrical and Computer Engineering, Yokohama National University, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032369553","display_name":"T. Watanabe","orcid":null},"institutions":[{"id":"https://openalex.org/I180203408","display_name":"Yokohama National University","ror":"https://ror.org/03zyp6p76","country_code":"JP","type":"education","lineage":["https://openalex.org/I180203408"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Watanabe","raw_affiliation_strings":["Division of Electrical and Computer Engineering, Yokohama National University, Japan"],"affiliations":[{"raw_affiliation_string":"Division of Electrical and Computer Engineering, Yokohama National University, Japan","institution_ids":["https://openalex.org/I180203408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049471017","display_name":"Hideto Yokoi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099339","display_name":"Chiba University Hospital","ror":"https://ror.org/0126xah18","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210099339"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Yokoi","raw_affiliation_strings":["Chiba University Hospital, Japan"],"affiliations":[{"raw_affiliation_string":"Chiba University Hospital, Japan","institution_ids":["https://openalex.org/I4210099339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020703004","display_name":"Katsuhiko Takabayashi","orcid":"https://orcid.org/0000-0002-8644-3173"},"institutions":[{"id":"https://openalex.org/I4210099339","display_name":"Chiba University Hospital","ror":"https://ror.org/0126xah18","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210099339"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Takabayashi","raw_affiliation_strings":["Chiba University Hospital, Japan"],"affiliations":[{"raw_affiliation_string":"Chiba University Hospital, Japan","institution_ids":["https://openalex.org/I4210099339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5049568882"],"corresponding_institution_ids":["https://openalex.org/I180203408"],"apc_list":null,"apc_paid":null,"fwci":2.8043,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.9111207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"315","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9894999861717224,"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/automatic-summarization","display_name":"Automatic summarization","score":0.877565860748291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244957685470581},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7241423726081848},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6608877182006836},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.543576717376709},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.5308763980865479},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5202711224555969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44914132356643677},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.431702584028244},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4130789637565613},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.41283851861953735},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3757178783416748}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.877565860748291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244957685470581},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7241423726081848},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6608877182006836},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.543576717376709},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.5308763980865479},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5202711224555969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44914132356643677},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.431702584028244},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4130789637565613},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.41283851861953735},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3757178783416748},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/icdm.2003.1250935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2003.1250935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Third IEEE International Conference on Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W8020788","https://openalex.org/W48217427","https://openalex.org/W1516293359","https://openalex.org/W1536237945","https://openalex.org/W1542422504","https://openalex.org/W1567056755","https://openalex.org/W1993067306","https://openalex.org/W2049633694","https://openalex.org/W2061240327","https://openalex.org/W2103591333","https://openalex.org/W2117812871","https://openalex.org/W2136000097","https://openalex.org/W2136663836","https://openalex.org/W2138420488","https://openalex.org/W2242960832","https://openalex.org/W2286458346","https://openalex.org/W2345506602","https://openalex.org/W4234760406","https://openalex.org/W6600335895","https://openalex.org/W6601981994","https://openalex.org/W6680524319","https://openalex.org/W6696265366","https://openalex.org/W6705054935","https://openalex.org/W7048738093"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4389009659","https://openalex.org/W198251434","https://openalex.org/W4312933423"],"abstract_inverted_index":{"We":[0,81],"propose":[1],"a":[2,11,39,52,77,95],"method":[3],"which":[4],"visualizes":[5],"irregular":[6],"multidimensional":[7],"time-series":[8],"data":[9],"as":[10],"sequence":[12],"of":[13,42,68,76,91],"probabilistic":[14,53],"prototypes":[15],"for":[16],"detecting":[17],"exceptions":[18,93],"from":[19],"medical":[20,43],"test":[21],"data.":[22],"Conventional":[23],"visualization":[24],"methods":[25],"often":[26],"require":[27],"iterative":[28],"analysis":[29],"and":[30,97],"considerable":[31],"skill":[32],"thus":[33,60],"are":[34],"not":[35],"totally":[36],"supported":[37],"by":[38,56,94],"wide":[40],"range":[41],"experts.":[44],"Our":[45],"PrototypeLines":[46],"displays":[47],"summarized":[48],"information":[49,79],"based":[50],"on":[51],"mixture":[54],"model":[55],"using":[57],"hue":[58],"only":[59],"is":[61,71],"considered":[62],"to":[63],"exhibit":[64],"novelty.":[65],"The":[66],"effectiveness":[67],"the":[69],"summarization":[70],"pursued":[72],"mainly":[73],"through":[74],"use":[75],"novel":[78],"criterion.":[80],"report":[82],"our":[83],"endeavor":[84],"with":[85],"chronic":[86],"hepatitis":[87],"data,":[88],"especially":[89],"discoveries":[90],"interesting":[92],"nonexpert":[96],"an":[98],"untrained":[99],"expert.":[100]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
