{"id":"https://openalex.org/W2115776261","doi":"https://doi.org/10.3390/s90403056","title":"Application of Neurocomputing for Data Approximation and Classification in Wireless Sensor Networks","display_name":"Application of Neurocomputing for Data Approximation and Classification in Wireless Sensor Networks","publication_year":2009,"publication_date":"2009-04-24","ids":{"openalex":"https://openalex.org/W2115776261","doi":"https://doi.org/10.3390/s90403056","mag":"2115776261","pmid":"https://pubmed.ncbi.nlm.nih.gov/22574062"},"language":"en","primary_location":{"id":"doi:10.3390/s90403056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s90403056","pdf_url":"https://www.mdpi.com/1424-8220/9/4/3056/pdf?version=1403311438","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/9/4/3056/pdf?version=1403311438","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101796697","display_name":"A. Jabbari","orcid":"https://orcid.org/0000-0002-6795-2239"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Amir Jabbari","raw_affiliation_strings":["Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087956380","display_name":"Reiner Jedermann","orcid":"https://orcid.org/0000-0002-0390-9143"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reiner Jedermann","raw_affiliation_strings":["Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073109682","display_name":"Ramanan Muthuraman","orcid":null},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ramanan Muthuraman","raw_affiliation_strings":["Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077352854","display_name":"Walter Lang","orcid":"https://orcid.org/0000-0002-9813-5231"},"institutions":[{"id":"https://openalex.org/I180437899","display_name":"University of Bremen","ror":"https://ror.org/04ers2y35","country_code":"DE","type":"education","lineage":["https://openalex.org/I180437899"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Walter Lang","raw_affiliation_strings":["Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Institute of Micro sensors, Actuators and Systems (IMSAS), University of Bremen, NW1 Building, D-28359 Bremen, Germany","institution_ids":["https://openalex.org/I180437899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101796697"],"corresponding_institution_ids":["https://openalex.org/I180437899"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.0748,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94045657,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"4","first_page":"3056","last_page":"3077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9908000230789185,"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9868999719619751,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8214931488037109},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6396523118019104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6370896697044373},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5142804980278015},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49869823455810547},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49508801102638245},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.46130234003067017},{"id":"https://openalex.org/keywords/mobile-wireless-sensor-network","display_name":"Mobile wireless sensor network","score":0.45339444279670715},{"id":"https://openalex.org/keywords/data-classification","display_name":"Data classification","score":0.4291714131832123},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4285956025123596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38988858461380005},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37083423137664795},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3623387813568115},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.324053019285202},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1872345507144928},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07312002778053284}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8214931488037109},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6396523118019104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370896697044373},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5142804980278015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49869823455810547},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49508801102638245},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.46130234003067017},{"id":"https://openalex.org/C7091991","wikidata":"https://www.wikidata.org/wiki/Q17149548","display_name":"Mobile wireless sensor network","level":5,"score":0.45339444279670715},{"id":"https://openalex.org/C2780724565","wikidata":"https://www.wikidata.org/wiki/Q5227256","display_name":"Data classification","level":2,"score":0.4291714131832123},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4285956025123596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38988858461380005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37083423137664795},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3623387813568115},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.324053019285202},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1872345507144928},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07312002778053284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s90403056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s90403056","pdf_url":"https://www.mdpi.com/1424-8220/9/4/3056/pdf?version=1403311438","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:22574062","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22574062","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:f777f47cdc15487295ad5ab7455fad04","is_oa":true,"landing_page_url":"https://doaj.org/article/f777f47cdc15487295ad5ab7455fad04","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 9, Iss 4, Pp 3056-3077 (2009)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2354471","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3346309","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/9/4/3056/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s90403056","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":"Sensors; Volume 9; Issue 4; Pages: 3056-3077","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s90403056","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s90403056","pdf_url":"https://www.mdpi.com/1424-8220/9/4/3056/pdf?version=1403311438","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4399999976158142,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2115776261.pdf","grobid_xml":"https://content.openalex.org/works/W2115776261.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W118332912","https://openalex.org/W158535187","https://openalex.org/W606091127","https://openalex.org/W607086169","https://openalex.org/W614252693","https://openalex.org/W1146174106","https://openalex.org/W1495690663","https://openalex.org/W1506238207","https://openalex.org/W1563088657","https://openalex.org/W1577764478","https://openalex.org/W1595740553","https://openalex.org/W1596086795","https://openalex.org/W1606617524","https://openalex.org/W1823937713","https://openalex.org/W1964168965","https://openalex.org/W1971748236","https://openalex.org/W2019378149","https://openalex.org/W2021243662","https://openalex.org/W2043951469","https://openalex.org/W2057132322","https://openalex.org/W2065451462","https://openalex.org/W2065974921","https://openalex.org/W2096954001","https://openalex.org/W2101460915","https://openalex.org/W2119623771","https://openalex.org/W2124776405","https://openalex.org/W2128431497","https://openalex.org/W2131084184","https://openalex.org/W2137669384","https://openalex.org/W2140435605","https://openalex.org/W2147975684","https://openalex.org/W2155009314","https://openalex.org/W2155399784","https://openalex.org/W2162673254","https://openalex.org/W2169554323","https://openalex.org/W2476917595","https://openalex.org/W2492294785","https://openalex.org/W3131074427","https://openalex.org/W3145246586","https://openalex.org/W4230445183","https://openalex.org/W4248510537","https://openalex.org/W4248564984","https://openalex.org/W4300821890","https://openalex.org/W4300827205","https://openalex.org/W4300874363"],"related_works":["https://openalex.org/W917005982","https://openalex.org/W2148549110","https://openalex.org/W590203105","https://openalex.org/W2001566400","https://openalex.org/W4309995761","https://openalex.org/W2295628284","https://openalex.org/W2511746937","https://openalex.org/W2010136232","https://openalex.org/W1975451135","https://openalex.org/W1596940136"],"abstract_inverted_index":{"A":[0],"new":[1],"application":[2],"of":[3,54],"neurocomputing":[4],"for":[5,36,65,83],"data":[6,14,66,84],"approximation":[7,73],"and":[8,45,74],"classification":[9,67,75],"is":[10,29,40],"introduced":[11,61],"to":[12,42],"process":[13],"in":[15,47,68,80,86],"a":[16,23,32],"wireless":[17,33],"sensor":[18,34,48,69],"network.":[19],"For":[20],"this":[21],"purpose,":[22],"simplified":[24],"dynamic":[25],"sliding":[26],"backpropagation":[27],"algorithm":[28],"implemented":[30],"on":[31],"network":[35],"transportation":[37],"applications.":[38],"It":[39],"able":[41],"approximate":[43],"temperature":[44],"humidity":[46],"nodes.":[49,70],"In":[50],"addition,":[51],"two":[52],"architectures":[53],"\"radial":[55],"basis":[56],"function\"":[57],"(RBF)":[58],"classifiers":[59],"are":[60],"with":[62],"probabilistic":[63],"features":[64],"The":[71],"applied":[72],"algorithms":[76],"could":[77],"be":[78],"used":[79],"similar":[81],"applications":[82],"processing":[85],"embedded":[87],"systems.":[88]},"counts_by_year":[{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}