{"id":"https://openalex.org/W2501450488","doi":"https://doi.org/10.1007/978-3-319-41706-6_7","title":"Knowledge Discovery from Complex High Dimensional Data","display_name":"Knowledge Discovery from Complex High Dimensional Data","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2501450488","doi":"https://doi.org/10.1007/978-3-319-41706-6_7","mag":"2501450488"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-41706-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-41706-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://openlib.tugraz.at/5a3cbdc48c9e3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046513588","display_name":"Sangkyun Lee","orcid":"https://orcid.org/0000-0001-8415-6368"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sangkyun Lee","raw_affiliation_strings":["Artificial Intelligence Unit LS8, Computer Science Department, Technische Universit\u00e4t Dortmund, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Unit LS8, Computer Science Department, Technische Universit\u00e4t Dortmund, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034657358","display_name":"Andreas Holzinger","orcid":"https://orcid.org/0000-0002-6786-5194"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]},{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Holzinger","raw_affiliation_strings":["Institute for Information Systems and Computer Media, Graz University of Technology, Graz, Austria","Research Unit HCI-KDD, Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Institute for Information Systems and Computer Media, Graz University of Technology, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Research Unit HCI-KDD, Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046513588"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4937,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92723054,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8081197142601013},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6343501806259155},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.6174187064170837},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5994825959205627},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5716367363929749},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5156077742576599},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4437614381313324},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4388807713985443},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4181930720806122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3875124156475067},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3321172595024109},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2941805124282837}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8081197142601013},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6343501806259155},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.6174187064170837},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5994825959205627},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5716367363929749},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5156077742576599},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4437614381313324},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4388807713985443},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4181930720806122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3875124156475067},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3321172595024109},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2941805124282837},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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":2,"locations":[{"id":"doi:10.1007/978-3-319-41706-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-41706-6_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:http://openlib.tugraz.at/5a3cbdc48c9e3","is_oa":true,"landing_page_url":"http://openlib.tugraz.at/5a3cbdc48c9e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":null}],"best_oa_location":{"id":"pmh:http://openlib.tugraz.at/5a3cbdc48c9e3","is_oa":true,"landing_page_url":"http://openlib.tugraz.at/5a3cbdc48c9e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W3563469","https://openalex.org/W9391439","https://openalex.org/W15148259","https://openalex.org/W26417372","https://openalex.org/W47305151","https://openalex.org/W67043440","https://openalex.org/W67259458","https://openalex.org/W138679576","https://openalex.org/W142310225","https://openalex.org/W150080817","https://openalex.org/W162147610","https://openalex.org/W189738358","https://openalex.org/W594872402","https://openalex.org/W1540764732","https://openalex.org/W1566123042","https://openalex.org/W1570050666","https://openalex.org/W1572272766","https://openalex.org/W1623698862","https://openalex.org/W1627599966","https://openalex.org/W1736099096","https://openalex.org/W1916786071","https://openalex.org/W1968694834","https://openalex.org/W1970554427","https://openalex.org/W1974141553","https://openalex.org/W1980268566","https://openalex.org/W1984898753","https://openalex.org/W1989845341","https://openalex.org/W1996143420","https://openalex.org/W1998694168","https://openalex.org/W2008620264","https://openalex.org/W2014209644","https://openalex.org/W2015451398","https://openalex.org/W2018518196","https://openalex.org/W2020925091","https://openalex.org/W2023901033","https://openalex.org/W2024318675","https://openalex.org/W2028470267","https://openalex.org/W2030666245","https://openalex.org/W2031248101","https://openalex.org/W2035596487","https://openalex.org/W2043606064","https://openalex.org/W2062533676","https://openalex.org/W2077207246","https://openalex.org/W2077350268","https://openalex.org/W2080820061","https://openalex.org/W2081746825","https://openalex.org/W2090474597","https://openalex.org/W2093065228","https://openalex.org/W2100556411","https://openalex.org/W2101156246","https://openalex.org/W2113243831","https://openalex.org/W2113878188","https://openalex.org/W2122825543","https://openalex.org/W2123538828","https://openalex.org/W2130426318","https://openalex.org/W2132555912","https://openalex.org/W2135046866","https://openalex.org/W2135499062","https://openalex.org/W2136883754","https://openalex.org/W2138019504","https://openalex.org/W2143065269","https://openalex.org/W2143474538","https://openalex.org/W2150940164","https://openalex.org/W2151128232","https://openalex.org/W2157387101","https://openalex.org/W2158976459","https://openalex.org/W2160019092","https://openalex.org/W2160222246","https://openalex.org/W2164278908","https://openalex.org/W2164727176","https://openalex.org/W2169793354","https://openalex.org/W2170146596","https://openalex.org/W2182629087","https://openalex.org/W2183575723","https://openalex.org/W2188971254","https://openalex.org/W2251581759","https://openalex.org/W2614301580","https://openalex.org/W3098834468","https://openalex.org/W4210901545","https://openalex.org/W4232121947","https://openalex.org/W4235221123","https://openalex.org/W4285719527","https://openalex.org/W4388323202","https://openalex.org/W6630192695"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}