{"id":"https://openalex.org/W2303303248","doi":"https://doi.org/10.1007/s10115-016-0930-3","title":"An adaptive version of k-medoids to deal with the uncertainty in clustering heterogeneous data using an intermediary fusion approach","display_name":"An adaptive version of k-medoids to deal with the uncertainty in clustering heterogeneous data using an intermediary fusion approach","publication_year":2016,"publication_date":"2016-03-18","ids":{"openalex":"https://openalex.org/W2303303248","doi":"https://doi.org/10.1007/s10115-016-0930-3","mag":"2303303248"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-016-0930-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-016-0930-3","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information 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/A5076765512","display_name":"Aalaa Mojahed","orcid":"https://orcid.org/0000-0003-4833-1602"},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I2799300731","display_name":"Norwich Research Park","ror":"https://ror.org/0062dz060","country_code":"GB","type":"archive","lineage":["https://openalex.org/I2799300731"]}],"countries":["GB","SA"],"is_corresponding":true,"raw_author_name":"Aalaa Mojahed","raw_affiliation_strings":["Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","University of East Anglia, Norwich Research Park, Norwich, Norfolk, UK"],"raw_orcid":"https://orcid.org/0000-0003-4833-1602","affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"University of East Anglia, Norwich Research Park, Norwich, Norfolk, UK","institution_ids":["https://openalex.org/I1118541","https://openalex.org/I2799300731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070947744","display_name":"Beatriz de la Iglesia","orcid":"https://orcid.org/0000-0003-2675-5826"},"institutions":[{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]},{"id":"https://openalex.org/I2799300731","display_name":"Norwich Research Park","ror":"https://ror.org/0062dz060","country_code":"GB","type":"archive","lineage":["https://openalex.org/I2799300731"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Beatriz de la Iglesia","raw_affiliation_strings":["University of East Anglia, Norwich Research Park, Norwich, Norfolk, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of East Anglia, Norwich Research Park, Norwich, Norfolk, UK","institution_ids":["https://openalex.org/I1118541","https://openalex.org/I2799300731"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076765512"],"corresponding_institution_ids":["https://openalex.org/I1118541","https://openalex.org/I185163786","https://openalex.org/I2799300731"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.6176,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83815514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"50","issue":"1","first_page":"27","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9987000226974487,"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/T11106","display_name":"Data Management and Algorithms","score":0.9987000226974487,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.9117975234985352},{"id":"https://openalex.org/keywords/k-medoids","display_name":"k-medoids","score":0.754023551940918},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6999619007110596},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5788999795913696},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5507369041442871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5492073893547058},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5192899107933044},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5074977278709412},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5036644339561462},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4526384770870209},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42471814155578613},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34035351872444153},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3305155038833618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30830028653144836},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.21606403589248657},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.18193235993385315},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08157616853713989}],"concepts":[{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.9117975234985352},{"id":"https://openalex.org/C65932786","wikidata":"https://www.wikidata.org/wiki/Q3191282","display_name":"k-medoids","level":5,"score":0.754023551940918},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6999619007110596},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5788999795913696},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5507369041442871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5492073893547058},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5192899107933044},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5074977278709412},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5036644339561462},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4526384770870209},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42471814155578613},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34035351872444153},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3305155038833618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30830028653144836},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.21606403589248657},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.18193235993385315},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08157616853713989},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10115-016-0930-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-016-0930-3","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:58143","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8322284704","display_name":null,"funder_award_id":"ES/L011859/1","funder_id":"https://openalex.org/F4320334630","funder_display_name":"Economic and Social Research Council"}],"funders":[{"id":"https://openalex.org/F4320320274","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93"},{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"},{"id":"https://openalex.org/F4320334630","display_name":"Economic and Social Research Council","ror":"https://ror.org/03n0ht308"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W67158865","https://openalex.org/W87092222","https://openalex.org/W1493454437","https://openalex.org/W1550614472","https://openalex.org/W1566135517","https://openalex.org/W1575476631","https://openalex.org/W1581831035","https://openalex.org/W1596596805","https://openalex.org/W1597120896","https://openalex.org/W1660390307","https://openalex.org/W1829419243","https://openalex.org/W1834850356","https://openalex.org/W1845460054","https://openalex.org/W1956559956","https://openalex.org/W1966845080","https://openalex.org/W1983747681","https://openalex.org/W1987869189","https://openalex.org/W2008225289","https://openalex.org/W2030525099","https://openalex.org/W2033403400","https://openalex.org/W2038420319","https://openalex.org/W2040325458","https://openalex.org/W2052819443","https://openalex.org/W2062649377","https://openalex.org/W2070412788","https://openalex.org/W2073735441","https://openalex.org/W2076788719","https://openalex.org/W2083620785","https://openalex.org/W2090890710","https://openalex.org/W2108518957","https://openalex.org/W2114742088","https://openalex.org/W2117848638","https://openalex.org/W2119282764","https://openalex.org/W2119825970","https://openalex.org/W2120720155","https://openalex.org/W2133576408","https://openalex.org/W2138180870","https://openalex.org/W2141873373","https://openalex.org/W2144667043","https://openalex.org/W2145295623","https://openalex.org/W2146512693","https://openalex.org/W2158449659","https://openalex.org/W2161444669","https://openalex.org/W2164184461","https://openalex.org/W2169732613","https://openalex.org/W2171011251","https://openalex.org/W2325227998","https://openalex.org/W2434205482","https://openalex.org/W2523756796","https://openalex.org/W2925249083","https://openalex.org/W2999729612","https://openalex.org/W3105265400","https://openalex.org/W3138771162","https://openalex.org/W4212848460","https://openalex.org/W4235561791","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W1481798977","https://openalex.org/W2380053301","https://openalex.org/W4225615903","https://openalex.org/W2143329214","https://openalex.org/W2758138366","https://openalex.org/W2605300748","https://openalex.org/W1969148276","https://openalex.org/W2393988099","https://openalex.org/W2100425112"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
