{"id":"https://openalex.org/W4390782930","doi":"https://doi.org/10.1007/978-3-031-47721-8_52","title":"Automated Spatiotemporal Modeling for Real-Time Data-Driven Actionable Insights","display_name":"Automated Spatiotemporal Modeling for Real-Time Data-Driven Actionable Insights","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390782930","doi":"https://doi.org/10.1007/978-3-031-47721-8_52"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47721-8_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47721-8_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5041766127","display_name":"Hugo Latapie","orcid":"https://orcid.org/0000-0003-2755-5930"},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hugo Latapie","raw_affiliation_strings":["Cisco Research, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Research, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040915229","display_name":"Mina Gabriel","orcid":null},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mina Gabriel","raw_affiliation_strings":["Cisco Research, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Research, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101138633","display_name":"Sidarth Srinivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidarth Srinivasan","raw_affiliation_strings":["Cisco Research, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Research, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071146373","display_name":"Ramana Rao Kompella","orcid":"https://orcid.org/0000-0002-7559-8997"},"institutions":[{"id":"https://openalex.org/I135428043","display_name":"Cisco Systems (United States)","ror":"https://ror.org/03yt1ez60","country_code":"US","type":"company","lineage":["https://openalex.org/I135428043"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramana Kompella","raw_affiliation_strings":["Cisco Research, Cisco Systems, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Cisco Research, Cisco Systems, San Jose, CA, USA","institution_ids":["https://openalex.org/I135428043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033851034","display_name":"Kristinn R. \u00de\u00f3risson","orcid":"https://orcid.org/0000-0003-3842-0564"},"institutions":[{"id":"https://openalex.org/I4210135834","display_name":"Icelandic Institute for Intelligent Machines","ror":"https://ror.org/03yqjpf13","country_code":"IS","type":"nonprofit","lineage":["https://openalex.org/I4210135834"]},{"id":"https://openalex.org/I123185442","display_name":"Reykjav\u00edk University","ror":"https://ror.org/05d2kyx68","country_code":"IS","type":"education","lineage":["https://openalex.org/I123185442"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Kristinn R. Th\u00f3risson","raw_affiliation_strings":["Center for Analysis & Design of Intelligent Agents, Department of Computer Science, Reykjavik University, Reykjavik, Iceland","Icelandic Institute for Intelligent Machines, 102, Reykjavik, Iceland"],"affiliations":[{"raw_affiliation_string":"Center for Analysis & Design of Intelligent Agents, Department of Computer Science, Reykjavik University, Reykjavik, Iceland","institution_ids":["https://openalex.org/I123185442"]},{"raw_affiliation_string":"Icelandic Institute for Intelligent Machines, 102, Reykjavik, Iceland","institution_ids":["https://openalex.org/I4210135834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050907956","display_name":"Pei Wang","orcid":"https://orcid.org/0000-0002-5043-8460"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pei Wang","raw_affiliation_strings":["Department of Computer and Information Sciences, Temple University, Philadelphia, PA, 19122, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Temple University, Philadelphia, PA, 19122, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041766127"],"corresponding_institution_ids":["https://openalex.org/I135428043"],"apc_list":null,"apc_paid":null,"fwci":1.604,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80189018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"780","last_page":"798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994000196456909,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9972000122070312,"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/T11106","display_name":"Data Management and Algorithms","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7285953760147095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.64363032579422},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6316273212432861},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.49685266613960266},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.495187908411026},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4886515438556671},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.48048320412635803},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47802695631980896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47666528820991516},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.44513213634490967},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2574079930782318},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1636776328086853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7285953760147095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64363032579422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6316273212432861},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.49685266613960266},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.495187908411026},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4886515438556671},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.48048320412635803},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47802695631980896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47666528820991516},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.44513213634490967},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2574079930782318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1636776328086853},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47721-8_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47721-8_52","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W564035276","https://openalex.org/W1989789052","https://openalex.org/W2005814556","https://openalex.org/W2038598219","https://openalex.org/W2107658650","https://openalex.org/W2123451395","https://openalex.org/W2604314403","https://openalex.org/W2805516822","https://openalex.org/W2863059257","https://openalex.org/W3080870400","https://openalex.org/W3171243656","https://openalex.org/W4253799491","https://openalex.org/W6676227331"],"related_works":["https://openalex.org/W2027050655","https://openalex.org/W3028244590","https://openalex.org/W4254349500","https://openalex.org/W2014369232","https://openalex.org/W3122042562","https://openalex.org/W2050078012","https://openalex.org/W2060761133","https://openalex.org/W2360307734","https://openalex.org/W2811460194","https://openalex.org/W2744241569"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}