{"id":"https://openalex.org/W2397508230","doi":"https://doi.org/10.1007/978-3-319-24834-9_56","title":"A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil","display_name":"A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2397508230","doi":"https://doi.org/10.1007/978-3-319-24834-9_56","mag":"2397508230"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24834-9_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24834-9_56","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":"conference-paper","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/A5049288960","display_name":"Gustavo Furquim","orcid":"https://orcid.org/0000-0001-9968-2432"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210151455","display_name":"Ministry of Science, Technology and Innovation","ror":"https://ror.org/050zdnc69","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210151455"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Furquim","raw_affiliation_strings":["Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","Institute of Mathematics and Computer Science (ICMC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210151455"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science (ICMC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000558559","display_name":"Gustavo Pessin","orcid":"https://orcid.org/0000-0002-7411-9229"},"institutions":[{"id":"https://openalex.org/I4210151455","display_name":"Ministry of Science, Technology and Innovation","ror":"https://ror.org/050zdnc69","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210151455"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gustavo Pessin","raw_affiliation_strings":["Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","Vale Institute of Technology, Bel\u00e9m, Par\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210151455"]},{"raw_affiliation_string":"Vale Institute of Technology, Bel\u00e9m, Par\u00e1, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000954458","display_name":"Pedro Henrique Gomes","orcid":"https://orcid.org/0000-0003-1425-2615"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I4210151455","display_name":"Ministry of Science, Technology and Innovation","ror":"https://ror.org/050zdnc69","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210151455"]}],"countries":["BR","US"],"is_corresponding":false,"raw_author_name":"Pedro H. Gomes","raw_affiliation_strings":["Autonomous Network Research Group (ANRG), University of Southern California, Los Angeles, CA, USA","Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Autonomous Network Research Group (ANRG), University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210151455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058682605","display_name":"Eduardo M\u00e1rio Mendiondo","orcid":"https://orcid.org/0000-0003-2319-2773"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210151455","display_name":"Ministry of Science, Technology and Innovation","ror":"https://ror.org/050zdnc69","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210151455"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo M. Mendiondo","raw_affiliation_strings":["Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","S\u00e3o Carlos School of Engineering (EESC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210151455"]},{"raw_affiliation_string":"S\u00e3o Carlos School of Engineering (EESC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023928945","display_name":"J\u00f3 Ueyama","orcid":"https://orcid.org/0000-0002-5591-3750"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]},{"id":"https://openalex.org/I4210151455","display_name":"Ministry of Science, Technology and Innovation","ror":"https://ror.org/050zdnc69","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210151455"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"J\u00f3 Ueyama","raw_affiliation_strings":["Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","Institute of Mathematics and Computer Science (ICMC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Monitoring and Early Warning of Disasters, Ministry of Science, Technology & Innovation, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I4210151455"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science (ICMC), University of S\u00e3o Paulo (USP), S\u00e3o Carlos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000558559"],"corresponding_institution_ids":["https://openalex.org/I4210151455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1955,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88527172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"485","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9811999797821045,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9811999797821045,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/flood-myth","display_name":"Flood myth","score":0.7210464477539062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5731714963912964},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34967130422592163},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3315144181251526},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22805356979370117},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.06255090236663818}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7210464477539062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5731714963912964},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34967130422592163},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3315144181251526},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22805356979370117},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06255090236663818}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-24834-9_56","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24834-9_56","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1549386224","https://openalex.org/W2063263112","https://openalex.org/W2076817254","https://openalex.org/W2093317885","https://openalex.org/W2113412200","https://openalex.org/W2133990480","https://openalex.org/W2159876694","https://openalex.org/W2756656467","https://openalex.org/W2915558555"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}