{"id":"https://openalex.org/W2947195196","doi":"https://doi.org/10.1007/978-3-030-16469-0_11","title":"Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data","display_name":"Efficient Approaches for Solving the Large-Scale k-Medoids Problem: Towards Structured Data","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2947195196","doi":"https://doi.org/10.1007/978-3-030-16469-0_11","mag":"2947195196"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-16469-0_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16469-0_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"conference-paper","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/A5102864628","display_name":"Alessio Martino","orcid":"https://orcid.org/0000-0003-1730-5436"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessio Martino","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1730-5436","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025282612","display_name":"Antonello Rizzi","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rizzi","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8244-0015","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085653924","display_name":"Fabio Massimo Frattale Mascioli","orcid":"https://orcid.org/0000-0002-3748-5019"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Massimo Frattale Mascioli","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Via Eudossiana 18, 00184, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102864628"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":18.406,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.99254897,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9980999827384949,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9980999827384949,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9934999942779541,"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":0.9884999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7988750338554382},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7621873021125793},{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.7599058151245117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6941006183624268},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.578679084777832},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5647223591804504},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.47096043825149536},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45536866784095764},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41935092210769653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.347311407327652},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3358607888221741},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09204360842704773},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08895736932754517}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7988750338554382},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7621873021125793},{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.7599058151245117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6941006183624268},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.578679084777832},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5647223591804504},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.47096043825149536},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45536866784095764},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41935092210769653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.347311407327652},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3358607888221741},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09204360842704773},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08895736932754517},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-16469-0_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-16469-0_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:iris.luiss.it:11385/214561","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-16469-0_11","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"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":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:iris.uniroma1.it:11573/1277072","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1277072","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W288036102","https://openalex.org/W1669683505","https://openalex.org/W1673310716","https://openalex.org/W1879806063","https://openalex.org/W1980073965","https://openalex.org/W1988054515","https://openalex.org/W1996881001","https://openalex.org/W2003627696","https://openalex.org/W2015066715","https://openalex.org/W2024096326","https://openalex.org/W2083620785","https://openalex.org/W2086959852","https://openalex.org/W2095897464","https://openalex.org/W2104926258","https://openalex.org/W2105012577","https://openalex.org/W2105535594","https://openalex.org/W2110114082","https://openalex.org/W2110256992","https://openalex.org/W2116762767","https://openalex.org/W2127218421","https://openalex.org/W2131687179","https://openalex.org/W2131975293","https://openalex.org/W2146292423","https://openalex.org/W2150593711","https://openalex.org/W2157253968","https://openalex.org/W2159482845","https://openalex.org/W2160642098","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2277507171","https://openalex.org/W2317663191","https://openalex.org/W2325652290","https://openalex.org/W2342204193","https://openalex.org/W2400456267","https://openalex.org/W2514824569","https://openalex.org/W2559588208","https://openalex.org/W2563417257","https://openalex.org/W2611200784","https://openalex.org/W2615955517","https://openalex.org/W2769842586","https://openalex.org/W2800894674","https://openalex.org/W2895816987","https://openalex.org/W2897525790","https://openalex.org/W2897727038","https://openalex.org/W2963288913","https://openalex.org/W2963891150","https://openalex.org/W2999729612","https://openalex.org/W3106000530","https://openalex.org/W3106329328","https://openalex.org/W4210702584","https://openalex.org/W4246396312","https://openalex.org/W4247105055","https://openalex.org/W4285719527","https://openalex.org/W4294216483","https://openalex.org/W6614148910","https://openalex.org/W6743145398"],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W2022056881","https://openalex.org/W2081066201","https://openalex.org/W3048556888","https://openalex.org/W1520302806","https://openalex.org/W4324086039","https://openalex.org/W4390608645","https://openalex.org/W2587710587","https://openalex.org/W2100425112","https://openalex.org/W3037673319"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
