{"id":"https://openalex.org/W2753099505","doi":"https://doi.org/10.1007/978-3-319-56904-8_12","title":"Privacy-Preserving Data Mining for Distributed Medical Scenarios","display_name":"Privacy-Preserving Data Mining for Distributed Medical Scenarios","publication_year":2017,"publication_date":"2017-08-29","ids":{"openalex":"https://openalex.org/W2753099505","doi":"https://doi.org/10.1007/978-3-319-56904-8_12","mag":"2753099505"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-56904-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56904-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"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":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5022153057","display_name":"Simone Scardapane","orcid":"https://orcid.org/0000-0003-0881-8344"},"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":"Simone Scardapane","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications (DIET), 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 (DIET), 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 (DIET), 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/A5076866574","display_name":"Rosa Altilio","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":"Rosa Altilio","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications (DIET), 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 (DIET), 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 (DIET), 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/A5056649338","display_name":"Valentina Ciccarelli","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":"Valentina Ciccarelli","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications (DIET), 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 (DIET), 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 (DIET), 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/A5039283820","display_name":"Aurelio Uncini","orcid":"https://orcid.org/0000-0002-5793-0917"},"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":"Aurelio Uncini","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications (DIET), 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 (DIET), 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 (DIET), 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/A5015796693","display_name":"Massimo Panella","orcid":"https://orcid.org/0000-0002-9876-1494"},"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":"Massimo Panella","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome \u201cLa Sapienza\u201d, Via Eudossiana 18, 00184, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications (DIET), 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 (DIET), 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 (DIET), 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/A5015796693"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":null,"apc_paid":null,"fwci":3.868,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.95760438,"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":"119","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T11716","display_name":"Random Matrices and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.771110475063324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7292793989181519},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6406463980674744},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.5158690214157104},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure multi-party computation","score":0.506770670413971},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.44088250398635864},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.4330868124961853},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4088989794254303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24782916903495789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23058968782424927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14665192365646362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11236098408699036}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.771110475063324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292793989181519},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6406463980674744},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.5158690214157104},{"id":"https://openalex.org/C18396474","wikidata":"https://www.wikidata.org/wiki/Q2465888","display_name":"Secure multi-party computation","level":3,"score":0.506770670413971},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.44088250398635864},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.4330868124961853},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4088989794254303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24782916903495789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23058968782424927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14665192365646362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11236098408699036},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-56904-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-56904-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"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":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},{"id":"pmh:oai:iris.uniroma1.it:11573/869673","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-319-56904-8_12","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":[{"score":0.6399999856948853,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1544900599","https://openalex.org/W2002352982","https://openalex.org/W2032991527","https://openalex.org/W2084251795","https://openalex.org/W2107568926","https://openalex.org/W2132291180","https://openalex.org/W2132914434","https://openalex.org/W2133760503","https://openalex.org/W2150386905","https://openalex.org/W2159024459","https://openalex.org/W2160553465","https://openalex.org/W2295500362","https://openalex.org/W2303085036","https://openalex.org/W2343897292","https://openalex.org/W2515994287","https://openalex.org/W3027187636","https://openalex.org/W3103516706","https://openalex.org/W4238850922"],"related_works":["https://openalex.org/W4318195686","https://openalex.org/W2975999359","https://openalex.org/W4287173569","https://openalex.org/W2796561647","https://openalex.org/W4313513739","https://openalex.org/W3119693376","https://openalex.org/W3182422617","https://openalex.org/W2244208494","https://openalex.org/W1482912984","https://openalex.org/W2097167239"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}