{"id":"https://openalex.org/W2077513328","doi":"https://doi.org/10.3390/ijgi4020591","title":"Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic","display_name":"Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic","publication_year":2015,"publication_date":"2015-04-15","ids":{"openalex":"https://openalex.org/W2077513328","doi":"https://doi.org/10.3390/ijgi4020591","mag":"2077513328"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi4020591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4020591","pdf_url":"https://www.mdpi.com/2220-9964/4/2/591/pdf?version=1429098447","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/4/2/591/pdf?version=1429098447","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057538550","display_name":"Natalia Andrienko","orcid":"https://orcid.org/0000-0003-3313-1560"},"institutions":[{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]},{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE","GB"],"is_corresponding":true,"raw_author_name":"Natalia Andrienko","raw_affiliation_strings":["Department of Computer Science, City University London, Northamton Sqaure,  London EC1V OHB, UK","Fraunhofer Institute IAIS, Schloss Birlinghoven, 53757 Sankt Augustin, Germany","Department of Computer Science, City University London, Northamton Sqaure, London EC1V OHB, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University London, Northamton Sqaure,  London EC1V OHB, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS, Schloss Birlinghoven, 53757 Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Department of Computer Science, City University London, Northamton Sqaure, London EC1V OHB, UK","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022699013","display_name":"Gennady Andrienko","orcid":"https://orcid.org/0000-0002-8574-6295"},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I180825142","display_name":"City, University of London","ror":"https://ror.org/04489at23","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I180825142"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Gennady Andrienko","raw_affiliation_strings":["Department of Computer Science, City University London, Northamton Sqaure,  London EC1V OHB, UK","Fraunhofer Institute IAIS, Schloss Birlinghoven, 53757 Sankt Augustin, Germany","Department of Computer Science, City University London, Northamton Sqaure, London EC1V OHB, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University London, Northamton Sqaure,  London EC1V OHB, UK","institution_ids":["https://openalex.org/I180825142"]},{"raw_affiliation_string":"Fraunhofer Institute IAIS, Schloss Birlinghoven, 53757 Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Department of Computer Science, City University London, Northamton Sqaure, London EC1V OHB, UK","institution_ids":["https://openalex.org/I180825142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024898168","display_name":"Salvatore Rinzivillo","orcid":"https://orcid.org/0000-0003-4404-4147"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Rinzivillo","raw_affiliation_strings":["Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche,  56124 Pisa, Italy","Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, 56124 Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche,  56124 Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]},{"raw_affiliation_string":"Istituto di Scienza e Tecnologie dell'Informazione, Consiglio Nazionale delle Ricerche, 56124 Pisa, Italy","institution_ids":["https://openalex.org/I122991210"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057538550"],"corresponding_institution_ids":["https://openalex.org/I180825142","https://openalex.org/I4210144576"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.6848,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.89463488,"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":"591","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10524","display_name":"Traffic control and management","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7738420367240906},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6478680372238159},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6292409896850586},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5726273059844971},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.561053454875946},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5608216524124146},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4720883071422577},{"id":"https://openalex.org/keywords/traffic-simulation","display_name":"Traffic simulation","score":0.44790172576904297},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4360865354537964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4309767186641693},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.4151681363582611},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.4108804762363434},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.233623206615448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22945427894592285},{"id":"https://openalex.org/keywords/microsimulation","display_name":"Microsimulation","score":0.1251773238182068},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11032834649085999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738420367240906},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6478680372238159},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6292409896850586},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5726273059844971},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.561053454875946},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5608216524124146},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4720883071422577},{"id":"https://openalex.org/C2778391309","wikidata":"https://www.wikidata.org/wiki/Q7832527","display_name":"Traffic simulation","level":3,"score":0.44790172576904297},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4360865354537964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4309767186641693},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.4151681363582611},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4108804762363434},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.233623206615448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22945427894592285},{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.1251773238182068},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11032834649085999},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/ijgi4020591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4020591","pdf_url":"https://www.mdpi.com/2220-9964/4/2/591/pdf?version=1429098447","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.city.ac.uk:12466","is_oa":false,"landing_page_url":"https://openaccess.city.ac.uk/view/creators_id/natalia=2Eandrienko=2E1.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4306401940","display_name":"City Research Online (City University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I180825142","host_organization_name":"City, University of London","host_organization_lineage":["https://openalex.org/I180825142"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:dnet:people______::a100025da318ca5b14cd09533de03a53","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, vol. 4 (issue 2), pp. 591-606","raw_type":"Journal article"},{"id":"pmh:oai:doaj.org/article:ac67ab852447491ba2e7bd3fa6c33e53","is_oa":true,"landing_page_url":"https://doaj.org/article/ac67ab852447491ba2e7bd3fa6c33e53","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 4, Iss 2, Pp 591-606 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/4/2/591/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi4020591","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"Text"},{"id":"pmh:oai:publica.fraunhofer.de:publica/242014","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/242014","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3390/ijgi4020591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi4020591","pdf_url":"https://www.mdpi.com/2220-9964/4/2/591/pdf?version=1429098447","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2020622295","display_name":null,"funder_award_id":"Big Data","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2305050515","display_name":null,"funder_award_id":"654024","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2077513328.pdf","grobid_xml":"https://content.openalex.org/works/W2077513328.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W811954167","https://openalex.org/W1466615624","https://openalex.org/W1527768716","https://openalex.org/W1605592858","https://openalex.org/W1737853022","https://openalex.org/W1926925472","https://openalex.org/W1979690402","https://openalex.org/W1990914926","https://openalex.org/W2013050102","https://openalex.org/W2021648931","https://openalex.org/W2028331920","https://openalex.org/W2039558673","https://openalex.org/W2055635454","https://openalex.org/W2085864217","https://openalex.org/W2095797625","https://openalex.org/W2103615125","https://openalex.org/W2115527753","https://openalex.org/W2152204876","https://openalex.org/W2153553545","https://openalex.org/W2154376416","https://openalex.org/W2156597193","https://openalex.org/W2162591074","https://openalex.org/W2168617161","https://openalex.org/W2551248251","https://openalex.org/W2764008451","https://openalex.org/W4210813334","https://openalex.org/W4238644868","https://openalex.org/W4245478539","https://openalex.org/W4285719527","https://openalex.org/W6675601796","https://openalex.org/W6682351736"],"related_works":["https://openalex.org/W2139079562","https://openalex.org/W2749324135","https://openalex.org/W2908433117","https://openalex.org/W2969604939","https://openalex.org/W2378306841","https://openalex.org/W114687057","https://openalex.org/W3122988618","https://openalex.org/W1994631104","https://openalex.org/W584881664","https://openalex.org/W2896300277"],"abstract_inverted_index":{"By":[0],"applying":[1],"visual":[2,69,114],"analytics":[3],"techniques":[4],"to":[5,13,155],"vehicle":[6],"traffic":[7,21,38,88,118,134,150],"data,":[8],"we":[9,97],"found":[10],"a":[11,29,56,99,129],"way":[12,51],"visualize":[14],"and":[15,23,40,122,159],"study":[16],"the":[17,20,37,49,61,81,91,137],"relationships":[18],"between":[19],"intensity":[22],"movement":[24],"speed":[25],"on":[26,90,136],"links":[27],"of":[28,63,83,93,132,139],"spatially":[30,140],"abstracted":[31,44,94,141],"transportation":[32,95,142,164],"network.":[33],"We":[34,66],"observed":[35],"that":[36,71],"intensities":[39],"speeds":[41],"in":[42,48,55,111,161],"an":[43,112],"network":[45,59],"are":[46,54],"interrelated":[47],"same":[50],"as":[52],"they":[53],"detailed":[57],"street":[58,64],"at":[60],"level":[62],"segments.":[65],"developed":[67],"interactive":[68,113],"interfaces":[70],"support":[72],"representing":[73],"these":[74,104],"interdependencies":[75],"by":[76],"mathematical":[77],"models.":[78,106],"To":[79],"test":[80],"possibility":[82,131,153],"utilizing":[84],"them":[85],"for":[86,116],"performing":[87,133],"simulations":[89,135],"basis":[92,138],"networks,":[96],"devised":[98],"prototypical":[100],"simulation":[101],"algorithm":[102,108],"employing":[103],"dependency":[105,145],"The":[107],"is":[109],"embedded":[110],"environment":[115],"defining":[117],"scenarios,":[119],"running":[120],"simulations,":[121],"exploring":[123],"their":[124],"results.":[125],"Our":[126],"research":[127],"demonstrates":[128],"principal":[130],"networks":[143],"using":[144],"models":[146],"derived":[147],"from":[148],"real":[149],"data.":[151],"This":[152],"needs":[154],"be":[156],"comprehensively":[157],"investigated":[158],"tested":[160],"collaboration":[162],"with":[163],"domain":[165],"specialists.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
