{"id":"https://openalex.org/W2736443773","doi":"https://doi.org/10.1007/s41060-017-0063-0","title":"Tell cause from effect: models and evaluation","display_name":"Tell cause from effect: models and evaluation","publication_year":2017,"publication_date":"2017-07-21","ids":{"openalex":"https://openalex.org/W2736443773","doi":"https://doi.org/10.1007/s41060-017-0063-0","mag":"2736443773"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-017-0063-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-017-0063-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","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/A5005852549","display_name":"Jing Song","orcid":"https://orcid.org/0000-0002-8881-9664"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jing Song","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056709028","display_name":"Satoshi Oyama","orcid":"https://orcid.org/0000-0002-8124-3578"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Satoshi Oyama","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054412358","display_name":"Masahito Kurihara","orcid":"https://orcid.org/0000-0002-1478-1093"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahito Kurihara","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005852549"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.2448,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8503151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"4","issue":"2","first_page":"99","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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":0.9988999962806702,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9606999754905701,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9422000050544739,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bivariate-analysis","display_name":"Bivariate analysis","score":0.682758629322052},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.664444625377655},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.5926723480224609},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.5793436765670776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5157445073127747},{"id":"https://openalex.org/keywords/causal-structure","display_name":"Causal structure","score":0.5071673393249512},{"id":"https://openalex.org/keywords/confounding","display_name":"Confounding","score":0.4652012288570404},{"id":"https://openalex.org/keywords/equivalence-class","display_name":"Equivalence class (music)","score":0.46235689520835876},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.45283812284469604},{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.4383324682712555},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41873684525489807},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41133347153663635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40004897117614746},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3861865997314453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.37163245677948},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3518039286136627},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3022247552871704}],"concepts":[{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.682758629322052},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.664444625377655},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.5926723480224609},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.5793436765670776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5157445073127747},{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.5071673393249512},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.4652012288570404},{"id":"https://openalex.org/C2777044963","wikidata":"https://www.wikidata.org/wiki/Q5384707","display_name":"Equivalence class (music)","level":2,"score":0.46235689520835876},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.45283812284469604},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.4383324682712555},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41873684525489807},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41133347153663635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40004897117614746},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3861865997314453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37163245677948},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3518039286136627},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3022247552871704},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","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":1,"locations":[{"id":"doi:10.1007/s41060-017-0063-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-017-0063-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.4000000059604645,"display_name":"Gender equality"}],"awards":[{"id":"https://openalex.org/G7095643043","display_name":null,"funder_award_id":"15K12148","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W70060515","https://openalex.org/W145994340","https://openalex.org/W235810693","https://openalex.org/W1524326598","https://openalex.org/W1527107863","https://openalex.org/W1548818142","https://openalex.org/W1607114662","https://openalex.org/W1746819321","https://openalex.org/W1790336448","https://openalex.org/W1850984366","https://openalex.org/W1985649253","https://openalex.org/W1996006983","https://openalex.org/W2083689856","https://openalex.org/W2093947494","https://openalex.org/W2097413632","https://openalex.org/W2098460974","https://openalex.org/W2105766378","https://openalex.org/W2107386393","https://openalex.org/W2112552549","https://openalex.org/W2115114924","https://openalex.org/W2121329636","https://openalex.org/W2123649031","https://openalex.org/W2130535167","https://openalex.org/W2131489391","https://openalex.org/W2132507555","https://openalex.org/W2135631431","https://openalex.org/W2142451225","https://openalex.org/W2143372885","https://openalex.org/W2143428876","https://openalex.org/W2145544165","https://openalex.org/W2146531590","https://openalex.org/W2147881172","https://openalex.org/W2151226328","https://openalex.org/W2154195147","https://openalex.org/W2155304757","https://openalex.org/W2163343325","https://openalex.org/W2164001983","https://openalex.org/W2165582599","https://openalex.org/W2171866865","https://openalex.org/W2178225550","https://openalex.org/W2186611259","https://openalex.org/W2297288734","https://openalex.org/W2396045092","https://openalex.org/W2560674852","https://openalex.org/W2567545459","https://openalex.org/W2607662938","https://openalex.org/W2963084105","https://openalex.org/W3092322911","https://openalex.org/W3120740533","https://openalex.org/W4211049957","https://openalex.org/W4236478336","https://openalex.org/W4302423442","https://openalex.org/W6601158483","https://openalex.org/W6604706854","https://openalex.org/W6634929434","https://openalex.org/W6676726796"],"related_works":["https://openalex.org/W2161504683","https://openalex.org/W4386620154","https://openalex.org/W2093587551","https://openalex.org/W4389961576","https://openalex.org/W4294753120","https://openalex.org/W4288101976","https://openalex.org/W4294555408","https://openalex.org/W2975391434","https://openalex.org/W4372260129","https://openalex.org/W4378718308"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
