{"id":"https://openalex.org/W768512662","doi":"https://doi.org/10.1007/978-3-319-19156-0_6","title":"Identifying Candidate Risk Factors for Prescription Drug Side Effects Using Causal Contrast Set Mining","display_name":"Identifying Candidate Risk Factors for Prescription Drug Side Effects Using Causal Contrast Set Mining","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W768512662","doi":"https://doi.org/10.1007/978-3-319-19156-0_6","mag":"768512662"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-19156-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19156-0_6","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11343/241204","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031506291","display_name":"Jenna Reps","orcid":"https://orcid.org/0000-0002-2970-0778"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jenna Reps","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078875524","display_name":"Zhaoyang Guo","orcid":"https://orcid.org/0000-0002-3869-4170"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhaoyang Guo","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017105618","display_name":"Haoyue Zhu","orcid":"https://orcid.org/0009-0008-6609-398X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haoyue Zhu","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002768704","display_name":"Uwe Aickelin","orcid":"https://orcid.org/0000-0002-2679-2275"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Uwe Aickelin","raw_affiliation_strings":["School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","University of Nottingham, Nottingham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"University of Nottingham, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031506291"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.01907336,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9962000250816345,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9962000250816345,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9940000176429749,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/contrast","display_name":"Contrast (vision)","score":0.728516161441803},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.7051852345466614},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.6906366944313049},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6875755190849304},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5667797327041626},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5404916405677795},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5151361227035522},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47349390387535095},{"id":"https://openalex.org/keywords/side-effect","display_name":"Side effect (computer science)","score":0.42069071531295776},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38309526443481445},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.38272976875305176},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36470264196395874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27980273962020874},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2635122239589691},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2341553270816803},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10912549495697021},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.10084599256515503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08214911818504333}],"concepts":[{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.728516161441803},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.7051852345466614},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.6906366944313049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6875755190849304},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5667797327041626},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5404916405677795},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5151361227035522},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47349390387535095},{"id":"https://openalex.org/C3454156","wikidata":"https://www.wikidata.org/wiki/Q1144241","display_name":"Side effect (computer science)","level":2,"score":0.42069071531295776},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38309526443481445},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.38272976875305176},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36470264196395874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27980273962020874},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2635122239589691},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2341553270816803},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10912549495697021},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.10084599256515503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08214911818504333},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-19156-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-19156-0_6","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"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/241204","is_oa":true,"landing_page_url":"http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&amp;SrcApp=PARTNER_APP&amp;SrcAuth=LinksAMR&amp;KeyUT=WOS:000361759200006&amp;DestLinkType=FullRecord&amp;DestApp=ALL_WOS&amp;UsrCustomerID=d4d813f4571fa7d6246bdc0dfeca3a1c","pdf_url":"http://hdl.handle.net/11343/241204","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4th International Conference on Health Information Science","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/241204","is_oa":true,"landing_page_url":"http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&amp;SrcApp=PARTNER_APP&amp;SrcAuth=LinksAMR&amp;KeyUT=WOS:000361759200006&amp;DestLinkType=FullRecord&amp;DestApp=ALL_WOS&amp;UsrCustomerID=d4d813f4571fa7d6246bdc0dfeca3a1c","pdf_url":"http://hdl.handle.net/11343/241204","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4th International Conference on Health Information Science","raw_type":"Conference Paper"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W768512662.pdf","grobid_xml":"https://content.openalex.org/works/W768512662.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1506399260","https://openalex.org/W1508931383","https://openalex.org/W1549565124","https://openalex.org/W1961009203","https://openalex.org/W1973948212","https://openalex.org/W1979698089","https://openalex.org/W1992862710","https://openalex.org/W2008906462","https://openalex.org/W2038812321","https://openalex.org/W2062225986","https://openalex.org/W2069381373","https://openalex.org/W2074264162","https://openalex.org/W2088438184","https://openalex.org/W2114301460","https://openalex.org/W2133610185","https://openalex.org/W2156821882","https://openalex.org/W2157815868","https://openalex.org/W2166559705","https://openalex.org/W2170485499","https://openalex.org/W2416792683","https://openalex.org/W2540149843","https://openalex.org/W2555756618","https://openalex.org/W2582743722","https://openalex.org/W2998574808","https://openalex.org/W3135185800","https://openalex.org/W6613252389","https://openalex.org/W6733261796"],"related_works":["https://openalex.org/W2361820086","https://openalex.org/W2368224867","https://openalex.org/W3029903131","https://openalex.org/W2341334583","https://openalex.org/W4388487825","https://openalex.org/W2385685139","https://openalex.org/W2358949696","https://openalex.org/W3111030087","https://openalex.org/W3032266754","https://openalex.org/W2038092528"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
