{"id":"https://openalex.org/W2011162472","doi":"https://doi.org/10.1007/s10618-012-0268-8","title":"Visualizing dimensionality reduction of systems biology data","display_name":"Visualizing dimensionality reduction of systems biology data","publication_year":2012,"publication_date":"2012-05-15","ids":{"openalex":"https://openalex.org/W2011162472","doi":"https://doi.org/10.1007/s10618-012-0268-8","mag":"2011162472"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-012-0268-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0268-8","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1206.0536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073074308","display_name":"Andreas Lehrmann","orcid":null},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Lehrmann","raw_affiliation_strings":["Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062903597","display_name":"Michael Huber","orcid":"https://orcid.org/0000-0002-0384-0000"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Huber","raw_affiliation_strings":["Wilhelm Schickard Institute for Computer Science, University of T\u00fcbingen, Sand 13, 72076, T\u00fcbingen, Germany","Wilhelm-Schickard-Institute for Computer Science, University of T\u00fcbingen,T\u00fcbingen,Germany,72076"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wilhelm Schickard Institute for Computer Science, University of T\u00fcbingen, Sand 13, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733","https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Wilhelm-Schickard-Institute for Computer Science, University of T\u00fcbingen,T\u00fcbingen,Germany,72076","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034655780","display_name":"Aydin Can Polatkan","orcid":null},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aydin C. Polatkan","raw_affiliation_strings":["Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022203164","display_name":"Albert Pritzkau","orcid":null},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Albert Pritzkau","raw_affiliation_strings":["Bild- und Signalverarbeitung, University of Leipzig, Johannisgasse 26, 04009, Leipzig, Germany","Bild- und Signalverarbeitung, University of Leipzig, Leipzig, Germany 04009#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bild- und Signalverarbeitung, University of Leipzig, Johannisgasse 26, 04009, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"Bild- und Signalverarbeitung, University of Leipzig, Leipzig, Germany 04009#TAB#","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061586847","display_name":"Kay Nieselt","orcid":"https://orcid.org/0000-0002-1283-7065"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kay Nieselt","raw_affiliation_strings":["Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, Sand 14, 72076, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]},{"raw_affiliation_string":"Center for Bioinformatics T\u00fcbingen, University of T\u00fcbingen, T\u00fcbingen, Germany 72076","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5375,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.64892419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"1","first_page":"146","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9986000061035156,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9958999752998352,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9879000186920166,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.771767258644104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6915860176086426},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6259216666221619},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6231265068054199},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.595118522644043},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5592853426933289},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5216315388679504},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.48872828483581543},{"id":"https://openalex.org/keywords/streptomyces-coelicolor","display_name":"Streptomyces coelicolor","score":0.4852559566497803},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.45832550525665283},{"id":"https://openalex.org/keywords/coordinate-system","display_name":"Coordinate system","score":0.45026519894599915},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.41818517446517944},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3985408544540405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35348010063171387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18117645382881165},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15207526087760925}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.771767258644104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6915860176086426},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6259216666221619},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6231265068054199},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.595118522644043},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5592853426933289},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5216315388679504},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.48872828483581543},{"id":"https://openalex.org/C2780681812","wikidata":"https://www.wikidata.org/wiki/Q22286833","display_name":"Streptomyces coelicolor","level":4,"score":0.4852559566497803},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.45832550525665283},{"id":"https://openalex.org/C80551277","wikidata":"https://www.wikidata.org/wiki/Q11210","display_name":"Coordinate system","level":2,"score":0.45026519894599915},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.41818517446517944},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3985408544540405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35348010063171387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18117645382881165},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15207526087760925},{"id":"https://openalex.org/C2779920670","wikidata":"https://www.wikidata.org/wiki/Q1144013","display_name":"Streptomyces","level":3,"score":0.0},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10618-012-0268-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0268-8","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1206.0536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1206.0536","pdf_url":"https://arxiv.org/pdf/1206.0536","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.757.6213","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.757.6213","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1206.0536.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1206.0536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1206.0536","pdf_url":"https://arxiv.org/pdf/1206.0536","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1512834934","https://openalex.org/W1516095885","https://openalex.org/W1548008306","https://openalex.org/W1548802052","https://openalex.org/W1597724658","https://openalex.org/W1970156673","https://openalex.org/W1976820001","https://openalex.org/W1991766077","https://openalex.org/W1997320786","https://openalex.org/W2001141328","https://openalex.org/W2019502123","https://openalex.org/W2025394193","https://openalex.org/W2047046780","https://openalex.org/W2053186076","https://openalex.org/W2061680337","https://openalex.org/W2071128523","https://openalex.org/W2073270119","https://openalex.org/W2077776048","https://openalex.org/W2097865522","https://openalex.org/W2101751741","https://openalex.org/W2114566476","https://openalex.org/W2118382442","https://openalex.org/W2122119608","https://openalex.org/W2128728535","https://openalex.org/W2130494035","https://openalex.org/W2141224535","https://openalex.org/W2141622014","https://openalex.org/W2153829923","https://openalex.org/W2163132655","https://openalex.org/W2294798173","https://openalex.org/W2798909945","https://openalex.org/W3013880646","https://openalex.org/W3099514962","https://openalex.org/W4205778870","https://openalex.org/W4238805501","https://openalex.org/W4247420482","https://openalex.org/W4253133244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3027560902","https://openalex.org/W4287956746","https://openalex.org/W3214212900","https://openalex.org/W4327571805","https://openalex.org/W1977387508","https://openalex.org/W2000763294","https://openalex.org/W2417143753","https://openalex.org/W1510616473","https://openalex.org/W2104100602","https://openalex.org/W4237618035"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
