{"id":"https://openalex.org/W2109326491","doi":"https://doi.org/10.1109/etfa.2008.4638549","title":"Genetic machine learning approach for data fusion applications in dense Wireless Sensor Networks","display_name":"Genetic machine learning approach for data fusion applications in dense Wireless Sensor Networks","publication_year":2008,"publication_date":"2008-09-01","ids":{"openalex":"https://openalex.org/W2109326491","doi":"https://doi.org/10.1109/etfa.2008.4638549","mag":"2109326491"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2008.4638549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2008.4638549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Emerging Technologies and Factory Automation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10216/69390","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067873815","display_name":"Alex Sandro Roschildt Pinto","orcid":"https://orcid.org/0000-0002-9144-1535"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"A. R. Pinto","raw_affiliation_strings":["Automation and Systems Department, Federal University of Santa Catarina, Brazil","Autom. & Syst. Dept., Fed. Univ. of Santa Catarina, Sao Paulo"],"affiliations":[{"raw_affiliation_string":"Automation and Systems Department, Federal University of Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]},{"raw_affiliation_string":"Autom. & Syst. Dept., Fed. Univ. of Santa Catarina, Sao Paulo","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046613717","display_name":"Benedito Bitencort","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Benedito Bitencort","raw_affiliation_strings":["Automation and Systems Department, Federal University of Santa Catarina, Brazil","Autom. & Syst. Dept., Fed. Univ. of Santa Catarina, Sao Paulo"],"affiliations":[{"raw_affiliation_string":"Automation and Systems Department, Federal University of Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]},{"raw_affiliation_string":"Autom. & Syst. Dept., Fed. Univ. of Santa Catarina, Sao Paulo","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047710320","display_name":"M\u00e1rio A. R. Dantas","orcid":"https://orcid.org/0000-0002-2312-7042"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M. A. R. Dantas","raw_affiliation_strings":["Computer Science Department, Federal University of Santa Catarina, Brazil","Computer Science Department - Federal University of Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Federal University of Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]},{"raw_affiliation_string":"Computer Science Department - Federal University of Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028448450","display_name":"Carlos Montez","orcid":"https://orcid.org/0000-0001-7767-0692"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos B. Montez","raw_affiliation_strings":["Automation and Systems Department, Federal University of Santa Catarina, Brazil"],"affiliations":[{"raw_affiliation_string":"Automation and Systems Department, Federal University of Santa Catarina, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025767619","display_name":"Francisco Vasques","orcid":"https://orcid.org/0000-0003-3115-0901"},"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"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Francisco Vasques","raw_affiliation_strings":["Mechanical Engineering Departmen, University of Porta, Portugal","Mechanical Engineering Department, University of Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Departmen, University of Porta, Portugal","institution_ids":[]},{"raw_affiliation_string":"Mechanical Engineering Department, University of Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067873815"],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":null,"apc_paid":null,"fwci":0.3812,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69491017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1177","last_page":"1180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9987000226974487,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9948999881744385,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9901999831199646,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7697159051895142},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7021051645278931},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6592714786529541},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5917298793792725},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.5454450845718384},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5211460590362549},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5026037693023682},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43424737453460693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.424086332321167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40812402963638306},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3628087043762207},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35833507776260376},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3379301130771637},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11926007270812988},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11579599976539612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7697159051895142},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7021051645278931},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6592714786529541},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5917298793792725},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.5454450845718384},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5211460590362549},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5026037693023682},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43424737453460693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.424086332321167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40812402963638306},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3628087043762207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35833507776260376},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3379301130771637},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11926007270812988},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11579599976539612},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa.2008.4638549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2008.4638549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Emerging Technologies and Factory Automation","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio-aberto.up.pt:10216/69390","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/69390","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"book"}],"best_oa_location":{"id":"pmh:oai:repositorio-aberto.up.pt:10216/69390","is_oa":true,"landing_page_url":"https://hdl.handle.net/10216/69390","pdf_url":null,"source":{"id":"https://openalex.org/S4306401934","display_name":"Open Repository of the University of Porto (University of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I182534213","host_organization_name":"Universidade do Porto","host_organization_lineage":["https://openalex.org/I182534213"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"book"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W127069151","https://openalex.org/W2014340293","https://openalex.org/W2030484612","https://openalex.org/W2093862857","https://openalex.org/W2097657196","https://openalex.org/W2103095111","https://openalex.org/W2110232288","https://openalex.org/W2111630330","https://openalex.org/W2123154179","https://openalex.org/W2149056569","https://openalex.org/W2904250082"],"related_works":["https://openalex.org/W2384486034","https://openalex.org/W2462792858","https://openalex.org/W602415246","https://openalex.org/W2378496626","https://openalex.org/W157609714","https://openalex.org/W2325500789","https://openalex.org/W2332214270","https://openalex.org/W2667477408","https://openalex.org/W2386419339","https://openalex.org/W1942668881"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1],"networks":[2],"(WSN)":[3],"are":[4],"being":[5],"targeted":[6],"for":[7],"use":[8],"in":[9,30,102,119],"applications":[10],"like":[11],"security,":[12],"resources":[13,22],"monitoring":[14],"and":[15,73,82],"factory":[16],"automation.":[17],"However,":[18],"the":[19,95,112],"reduced":[20],"available":[21],"raise":[23],"a":[24,33,58,67,103,120],"lot":[25],"of":[26,42,71,94],"technical":[27],"challenges.":[28],"Self-organization":[29],"WSN":[31,104],"is":[32,56,77,98],"desirable":[34],"characteristic":[35],"that":[36,65,111],"can":[37,84,115],"be":[38],"achieved":[39],"by":[40],"means":[41],"data":[43,49,107],"fusion":[44],"techniques":[45],"when":[46],"delivering":[47],"reliable":[48],"to":[50,88,99],"users.":[51],"In":[52],"this":[53],"paper":[54],"it":[55,83],"proposed":[57,96,113],"genetic":[59,80],"machine":[60],"learning":[61],"algorithm":[62],"(GMLA)":[63],"approach":[64,97,114],"makes":[66],"trade-off":[68],"between":[69],"quality":[70],"information":[72],"communication":[74,117],"efficiency.":[75],"GMLA":[76],"based":[78],"on":[79],"algorithms":[81],"adapt":[85],"itself":[86],"dynamically":[87],"environment":[89],"modifications.":[90],"The":[91],"main":[92],"target":[93],"achieve":[100],"self-organization":[101],"application":[105],"with":[106],"fusion.":[108],"Simulations":[109],"demonstrate":[110],"optimize":[116],"efficiency":[118],"dense":[121],"WSN.":[122]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}