{"id":"https://openalex.org/W4387225557","doi":"https://doi.org/10.1007/978-3-031-44267-4_26","title":"Learning-Based Approaches to\u00a0Predictive Monitoring with\u00a0Conformal Statistical Guarantees","display_name":"Learning-Based Approaches to\u00a0Predictive Monitoring with\u00a0Conformal Statistical Guarantees","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387225557","doi":"https://doi.org/10.1007/978-3-031-44267-4_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44267-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44267-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5000007208","display_name":"Francesca Cairoli","orcid":"https://orcid.org/0000-0002-6994-6553"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesca Cairoli","raw_affiliation_strings":["University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060744592","display_name":"Luca Bortolussi","orcid":"https://orcid.org/0000-0001-8874-4001"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Bortolussi","raw_affiliation_strings":["University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016140478","display_name":"Nicola Paoletti","orcid":"https://orcid.org/0000-0002-4723-5363"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nicola Paoletti","raw_affiliation_strings":["King\u2019s College London, London, UK","King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000007208"],"corresponding_institution_ids":["https://openalex.org/I142444530"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0244,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95472404,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"461","last_page":"487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10142","display_name":"Formal Methods in Verification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/computer-science","display_name":"Computer science","score":0.8457158803939819},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.6967578530311584},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6043061017990112},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5883713960647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5535920262336731},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4956561326980591},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4775484502315521},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.47650566697120667},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.4384421110153198},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3713492155075073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8457158803939819},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.6967578530311584},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6043061017990112},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5883713960647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5535920262336731},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4956561326980591},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4775484502315521},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.47650566697120667},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.4384421110153198},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3713492155075073},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-44267-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44267-4_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W189973795","https://openalex.org/W584332710","https://openalex.org/W618708471","https://openalex.org/W828139470","https://openalex.org/W1521746852","https://openalex.org/W1522694098","https://openalex.org/W1533557569","https://openalex.org/W1547304883","https://openalex.org/W1594344279","https://openalex.org/W1773627017","https://openalex.org/W1854945613","https://openalex.org/W1862398452","https://openalex.org/W2010546252","https://openalex.org/W2057847320","https://openalex.org/W2100081537","https://openalex.org/W2117112756","https://openalex.org/W2131399618","https://openalex.org/W2153803621","https://openalex.org/W2157413433","https://openalex.org/W2163590987","https://openalex.org/W2164090329","https://openalex.org/W2176215692","https://openalex.org/W2187041056","https://openalex.org/W2279014940","https://openalex.org/W2604773389","https://openalex.org/W2606133973","https://openalex.org/W2785700716","https://openalex.org/W2785931971","https://openalex.org/W2888704319","https://openalex.org/W2900312696","https://openalex.org/W2919694184","https://openalex.org/W2938769851","https://openalex.org/W2953213934","https://openalex.org/W2964130946","https://openalex.org/W2977953926","https://openalex.org/W2978096846","https://openalex.org/W2978287595","https://openalex.org/W3016340462","https://openalex.org/W3080722517","https://openalex.org/W3096990961","https://openalex.org/W3098560806","https://openalex.org/W3104466477","https://openalex.org/W3132304327","https://openalex.org/W3164490100","https://openalex.org/W3179132544","https://openalex.org/W3201396315","https://openalex.org/W3206863058","https://openalex.org/W3208913200","https://openalex.org/W4210750948","https://openalex.org/W4211049957","https://openalex.org/W4289874404","https://openalex.org/W4293399553","https://openalex.org/W4312294904","https://openalex.org/W4312593595","https://openalex.org/W4315489222","https://openalex.org/W4368362708","https://openalex.org/W4375852289","https://openalex.org/W4391021526"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2364866360","https://openalex.org/W2302028273","https://openalex.org/W1525643724","https://openalex.org/W2961085424","https://openalex.org/W2067938758","https://openalex.org/W3049631258","https://openalex.org/W2382623646","https://openalex.org/W4298377928","https://openalex.org/W2158302348"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}