{"id":"https://openalex.org/W2989315005","doi":"https://doi.org/10.1007/978-3-030-27749-9","title":"Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics","display_name":"Enhanced Bayesian Network Models for Spatial Time Series Prediction: Recent Research Trend in Data-Driven Predictive Analytics","publication_year":2019,"publication_date":"2019-11-11","ids":{"openalex":"https://openalex.org/W2989315005","doi":"https://doi.org/10.1007/978-3-030-27749-9","mag":"2989315005"},"language":"en","primary_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031705593","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"article","indexed_in":[],"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/A5082372625","display_name":"Monidipa Das","orcid":"https://orcid.org/0000-0002-7615-4407"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Monidipa Das","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7615-4407","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030936455","display_name":"Soumya K. Ghosh","orcid":"https://orcid.org/0000-0001-8359-581X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Soumya K. Ghosh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15807364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6171616315841675},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6137546300888062},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5940589904785156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646464228630066},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5366576910018921},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.517605185508728},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48530906438827515},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.41067248582839966},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36089038848876953},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35054081678390503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3200867772102356}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6171616315841675},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6137546300888062},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5940589904785156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646464228630066},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5366576910018921},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.517605185508728},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48530906438827515},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.41067248582839966},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36089038848876953},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35054081678390503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3200867772102356}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031705593","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031816361","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-27749-9","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"software, multimedia"},{"id":"pmh:oai:cds.cern.ch:2760772","is_oa":false,"landing_page_url":"http://cds.cern.ch/record/2760772","pdf_url":null,"source":{"id":"https://openalex.org/S4306402195","display_name":"CERN Document Server (European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:2989315005","is_oa":false,"landing_page_url":"https://openlibrary.org/books/OL30901321M/Enhanced_Bayesian_Network_Models_for_Spatial_Time_Series_Prediction","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2182915955","https://openalex.org/W3003997139","https://openalex.org/W2741839174","https://openalex.org/W48315581","https://openalex.org/W2023078969","https://openalex.org/W3106289284","https://openalex.org/W1492425803","https://openalex.org/W2169107810","https://openalex.org/W2312120796","https://openalex.org/W295130582","https://openalex.org/W2730785587","https://openalex.org/W1541148257","https://openalex.org/W67150990","https://openalex.org/W62127106","https://openalex.org/W1499919329","https://openalex.org/W1169309688","https://openalex.org/W2625088601","https://openalex.org/W2612114209","https://openalex.org/W2912133710","https://openalex.org/W2383861506"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2025-10-10T00:00:00"}