{"id":"https://openalex.org/W161654158","doi":"https://doi.org/10.1007/978-3-642-40669-0_3","title":"Application of Artificial Neural Networks to Predict the Impact of Traffic Emissions on Human Health","display_name":"Application of Artificial Neural Networks to Predict the Impact of Traffic Emissions on Human Health","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W161654158","doi":"https://doi.org/10.1007/978-3-642-40669-0_3","mag":"161654158"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40669-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40669-0_3","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/A5090229717","display_name":"T\u00e2nia Fontes","orcid":"https://orcid.org/0000-0001-5183-5321"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"T\u00e2nia Fontes","raw_affiliation_strings":["Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","University of Aveiro#TAB#"],"affiliations":[{"raw_affiliation_string":"Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"University of Aveiro#TAB#","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068291255","display_name":"Lu\u00eds M. Silva","orcid":"https://orcid.org/0000-0001-9677-4315"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds M. Silva","raw_affiliation_strings":["Department of Mathematics, University of Aveiro, Aveiro, Portugal","INEB-Instituto de Engenharia Biom\u00e9dica, Campus FEUP (Faculdade de Engenharia da Universidade do Porto), Rua Dr. Roberto Frias, s/n, 4200-465, Porto, Portugal","University of Aveiro","Campus FEUP (Faculdade de Engenharia da Universidade do Porto)"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"INEB-Instituto de Engenharia Biom\u00e9dica, Campus FEUP (Faculdade de Engenharia da Universidade do Porto), Rua Dr. Roberto Frias, s/n, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"University of Aveiro","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"Campus FEUP (Faculdade de Engenharia da Universidade do Porto)","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":null,"display_name":"S\u00e9rgio R. Pereira","orcid":null},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"S\u00e9rgio R. Pereira","raw_affiliation_strings":["Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","University of Aveiro#TAB#"],"affiliations":[{"raw_affiliation_string":"Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"University of Aveiro#TAB#","institution_ids":["https://openalex.org/I60858718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036506095","display_name":"Margarida C. Coelho","orcid":"https://orcid.org/0000-0003-3312-191X"},"institutions":[{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Margarida C. Coelho","raw_affiliation_strings":["Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","University of Aveiro#TAB#"],"affiliations":[{"raw_affiliation_string":"Centre for Mechanical Technology and Automation / Department of Mechanical Engineering, University of Aveiro, Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"University of Aveiro#TAB#","institution_ids":["https://openalex.org/I60858718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090229717"],"corresponding_institution_ids":["https://openalex.org/I60858718"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.7023,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92546174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7352221012115479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7108441591262817},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.6686702966690063},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6182765960693359},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6084634065628052},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5556954145431519},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.530163586139679},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4445299208164215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43964657187461853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41247308254241943},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36186739802360535},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.14812132716178894}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7352221012115479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7108441591262817},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.6686702966690063},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6182765960693359},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6084634065628052},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5556954145431519},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.530163586139679},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4445299208164215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43964657187461853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41247308254241943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36186739802360535},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.14812132716178894},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-40669-0_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40669-0_3","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":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1529808766","https://openalex.org/W1554663460","https://openalex.org/W1569512666","https://openalex.org/W1934101644","https://openalex.org/W2000978804","https://openalex.org/W2002789696","https://openalex.org/W2062011138","https://openalex.org/W2077412725","https://openalex.org/W2092979558","https://openalex.org/W2095143216","https://openalex.org/W2103496339","https://openalex.org/W2130189616","https://openalex.org/W2168223083","https://openalex.org/W2398338688","https://openalex.org/W4205686602"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624","https://openalex.org/W4286643620"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
