{"id":"https://openalex.org/W1881858245","doi":"https://doi.org/10.1007/s10994-015-5516-x","title":"Probabilistic clustering of time-evolving distance data","display_name":"Probabilistic clustering of time-evolving distance data","publication_year":2015,"publication_date":"2015-07-16","ids":{"openalex":"https://openalex.org/W1881858245","doi":"https://doi.org/10.1007/s10994-015-5516-x","mag":"1881858245"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-015-5516-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5516-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5516-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5516-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045935456","display_name":"Julia E. Vogt","orcid":"https://orcid.org/0000-0002-6004-7770"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julia E. Vogt","raw_affiliation_strings":["Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091841504","display_name":"Marius Kloft","orcid":"https://orcid.org/0000-0001-6829-3725"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marius Kloft","raw_affiliation_strings":["Department of Computer Science, Humboldt University of Berlin, Berlin, Germany","Dept. of Comput. Sci., Humboldt Univ. of Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Humboldt University of Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Humboldt Univ. of Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038601102","display_name":"Stefan G. Stark","orcid":"https://orcid.org/0000-0003-2478-9512"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Stark","raw_affiliation_strings":["Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#","institution_ids":["https://openalex.org/I1334819555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025057565","display_name":"Sudhir Raman","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210090941","display_name":"Institute for Biomedical Engineering","ror":"https://ror.org/00baskk38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I202697423","https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4210090941"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sudhir S. Raman","raw_affiliation_strings":["Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210090941","https://openalex.org/I202697423","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070228134","display_name":"Sandhya Prabhakaran","orcid":"https://orcid.org/0000-0002-9537-507X"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sandhya Prabhakaran","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052211172","display_name":"Volker R\u00f6th","orcid":"https://orcid.org/0000-0003-0991-0273"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Volker Roth","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035416263","display_name":"Gunnar R\u00e4tsch","orcid":"https://orcid.org/0000-0001-5486-8532"},"institutions":[{"id":"https://openalex.org/I1334819555","display_name":"Memorial Sloan Kettering Cancer Center","ror":"https://ror.org/02yrq0923","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1334819555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gunnar R\u00e4tsch","raw_affiliation_strings":["Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, New York, NY, 10065, USA","institution_ids":["https://openalex.org/I1334819555"]},{"raw_affiliation_string":"Computational Biology, Memorial Sloan-Kettering Cancer Center, New York, USA 10065#TAB#","institution_ids":["https://openalex.org/I1334819555"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045935456"],"corresponding_institution_ids":["https://openalex.org/I1334819555"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.8903,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82350345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"100","issue":"2-3","first_page":"635","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9980000257492065,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9980000257492065,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9952999949455261,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8138195276260376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6294610500335693},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.579658567905426},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5400015711784363},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.4771415889263153},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.47686561942100525},{"id":"https://openalex.org/keywords/point-process","display_name":"Point process","score":0.476445734500885},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.45928052067756653},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4468930661678314},{"id":"https://openalex.org/keywords/determining-the-number-of-clusters-in-a-data-set","display_name":"Determining the number of clusters in a data set","score":0.4434959292411804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4404241442680359},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.41928011178970337},{"id":"https://openalex.org/keywords/single-linkage-clustering","display_name":"Single-linkage clustering","score":0.41411539912223816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2943647503852844},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08562543988227844}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8138195276260376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6294610500335693},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.579658567905426},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5400015711784363},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.4771415889263153},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.47686561942100525},{"id":"https://openalex.org/C88871306","wikidata":"https://www.wikidata.org/wiki/Q7208287","display_name":"Point process","level":2,"score":0.476445734500885},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.45928052067756653},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4468930661678314},{"id":"https://openalex.org/C149872217","wikidata":"https://www.wikidata.org/wiki/Q5265701","display_name":"Determining the number of clusters in a data set","level":5,"score":0.4434959292411804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4404241442680359},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.41928011178970337},{"id":"https://openalex.org/C22648726","wikidata":"https://www.wikidata.org/wiki/Q7523744","display_name":"Single-linkage clustering","level":5,"score":0.41411539912223816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2943647503852844},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08562543988227844},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-015-5516-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5516-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5516-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-015-5516-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-015-5516-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-015-5516-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1332273124","display_name":null,"funder_award_id":"KL 2698/2-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1517029689","display_name":null,"funder_award_id":"PBBSP2_146758","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G1678999763","display_name":null,"funder_award_id":"R01CA176785","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G4621242886","display_name":"Learning on Distance Data with Applications in Cancer Research","funder_award_id":"146758","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6552302344","display_name":null,"funder_award_id":"CA176785","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G7530329371","display_name":"Mittellateinisches W\u00f6rterbuch.","funder_award_id":"46758","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G828076122","display_name":null,"funder_award_id":"2003/1-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G907317167","display_name":null,"funder_award_id":"2698/2-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309468","display_name":"Memorial Sloan-Kettering Cancer Center","ror":"https://ror.org/02yrq0923"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1881858245.pdf","grobid_xml":"https://content.openalex.org/works/W1881858245.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W64187236","https://openalex.org/W258053484","https://openalex.org/W1502461990","https://openalex.org/W1526741802","https://openalex.org/W1551893515","https://openalex.org/W1603563029","https://openalex.org/W1651093245","https://openalex.org/W1902027874","https://openalex.org/W1967318355","https://openalex.org/W1971784203","https://openalex.org/W1985093013","https://openalex.org/W2007551061","https://openalex.org/W2011430131","https://openalex.org/W2033659939","https://openalex.org/W2053405531","https://openalex.org/W2056637693","https://openalex.org/W2069429561","https://openalex.org/W2080972498","https://openalex.org/W2110709386","https://openalex.org/W2116425140","https://openalex.org/W2121950477","https://openalex.org/W2127498532","https://openalex.org/W2131681506","https://openalex.org/W2150926065","https://openalex.org/W2158984399","https://openalex.org/W2163429101","https://openalex.org/W2165874743","https://openalex.org/W2167465093","https://openalex.org/W2170960297","https://openalex.org/W2319660501","https://openalex.org/W2539868084","https://openalex.org/W2615915281","https://openalex.org/W2911738047","https://openalex.org/W2999905431","https://openalex.org/W3014315334","https://openalex.org/W3099768174","https://openalex.org/W4200351727","https://openalex.org/W4205767108","https://openalex.org/W4292403327","https://openalex.org/W6602662854","https://openalex.org/W6629927656","https://openalex.org/W6632662926","https://openalex.org/W6637231022","https://openalex.org/W6683446179","https://openalex.org/W6684363390","https://openalex.org/W6684578312","https://openalex.org/W6758327135","https://openalex.org/W6770641979","https://openalex.org/W6841455387","https://openalex.org/W7002279934"],"related_works":["https://openalex.org/W1491908038","https://openalex.org/W4200404937","https://openalex.org/W4310575853","https://openalex.org/W2163563073","https://openalex.org/W2970954390","https://openalex.org/W2189333799","https://openalex.org/W1538188876","https://openalex.org/W4233099250","https://openalex.org/W3011212318","https://openalex.org/W2112800329"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
