{"id":"https://openalex.org/W1645422958","doi":"https://doi.org/10.1007/978-3-540-88562-7_6","title":"A Partial Granger Causality Approach to Explore Causal Networks Derived From Multi-parameter Data","display_name":"A Partial Granger Causality Approach to Explore Causal Networks Derived From Multi-parameter Data","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1645422958","doi":"https://doi.org/10.1007/978-3-540-88562-7_6","mag":"1645422958"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-88562-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88562-7_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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078961975","display_name":"Ritesh Krishna","orcid":"https://orcid.org/0000-0002-5303-1412"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ritesh Krishna","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, CV4 7AL, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, CV4 7AL, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053141671","display_name":"Shuixia Guo","orcid":"https://orcid.org/0000-0003-2714-3477"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuixia Guo","raw_affiliation_strings":["Department of Mathematics, Hunan Normal University, Changsha, 410081, P.R. China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Hunan Normal University, Changsha, 410081, P.R. China","institution_ids":["https://openalex.org/I173759888"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078961975"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.3599,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91888495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9991999864578247,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9991999864578247,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9991999864578247,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/granger-causality","display_name":"Granger causality","score":0.7050610780715942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6938618421554565},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6864714622497559},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.6855672001838684},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6316861510276794},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5384019017219543},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.528928816318512},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5265929102897644},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.4752086102962494},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.46063101291656494},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.46012210845947266},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45418113470077515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45262736082077026},{"id":"https://openalex.org/keywords/systems-biology","display_name":"Systems biology","score":0.43095916509628296},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40380150079727173},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.30728575587272644},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.19042304158210754},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.1831730306148529},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1663234829902649},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.13524702191352844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.131393700838089},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.08271485567092896}],"concepts":[{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.7050610780715942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938618421554565},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6864714622497559},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.6855672001838684},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6316861510276794},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5384019017219543},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.528928816318512},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5265929102897644},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.4752086102962494},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.46063101291656494},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.46012210845947266},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45418113470077515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45262736082077026},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.43095916509628296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40380150079727173},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.30728575587272644},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.19042304158210754},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.1831730306148529},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1663234829902649},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.13524702191352844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.131393700838089},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.08271485567092896},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-88562-7_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88562-7_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1705294937","https://openalex.org/W1756428283","https://openalex.org/W1837652160","https://openalex.org/W1970156673","https://openalex.org/W1976487262","https://openalex.org/W1981547652","https://openalex.org/W2021533225","https://openalex.org/W2025371899","https://openalex.org/W2027202789","https://openalex.org/W2031020177","https://openalex.org/W2048396983","https://openalex.org/W2070681743","https://openalex.org/W2079741220","https://openalex.org/W2091492183","https://openalex.org/W2100603120","https://openalex.org/W2100668965","https://openalex.org/W2105291362","https://openalex.org/W2108579152","https://openalex.org/W2112440119","https://openalex.org/W2118971976","https://openalex.org/W2131423590","https://openalex.org/W2136562407","https://openalex.org/W2136692693","https://openalex.org/W2142887429","https://openalex.org/W2143784594","https://openalex.org/W2146506956","https://openalex.org/W2155205047","https://openalex.org/W2159080219","https://openalex.org/W2166106382","https://openalex.org/W2166667584","https://openalex.org/W2178225550","https://openalex.org/W2318485605","https://openalex.org/W2611370172","https://openalex.org/W4242688646","https://openalex.org/W4300347525","https://openalex.org/W4388252848"],"related_works":["https://openalex.org/W2949927938","https://openalex.org/W2029387041","https://openalex.org/W2135896045","https://openalex.org/W1973268559","https://openalex.org/W2884256268","https://openalex.org/W1982897783","https://openalex.org/W2131025197","https://openalex.org/W2031892952","https://openalex.org/W3108451992","https://openalex.org/W2171763327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}