{"id":"https://openalex.org/W2034869084","doi":"https://doi.org/10.1142/s0218213099000191","title":"INFORMATION BLENDING IN VIRTUAL ASSOCIATIVE NETWORKS: A NEW PARADIGM FOR SENSOR INTEGRATION","display_name":"INFORMATION BLENDING IN VIRTUAL ASSOCIATIVE NETWORKS: A NEW PARADIGM FOR SENSOR INTEGRATION","publication_year":1999,"publication_date":"1999-09-01","ids":{"openalex":"https://openalex.org/W2034869084","doi":"https://doi.org/10.1142/s0218213099000191","mag":"2034869084"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213099000191","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213099000191","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},"type":"article","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/A5019218964","display_name":"Yan M. Yufik","orcid":"https://orcid.org/0000-0003-3869-0679"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"YAN M. YUFIK","raw_affiliation_strings":["The Institute of Medical Cybernetics, Inc., 12204 St. James Rd., Potomac, MD 20854, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Institute of Medical Cybernetics, Inc., 12204 St. James Rd., Potomac, MD 20854, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109213747","display_name":"Raj Malhotra","orcid":null},"institutions":[{"id":"https://openalex.org/I2799950915","display_name":"Wright-Patterson Air Force Base","ror":"https://ror.org/0097e1k27","country_code":"US","type":"other","lineage":["https://openalex.org/I1330347796","https://openalex.org/I2799950915","https://openalex.org/I4210089612","https://openalex.org/I4210102105"]},{"id":"https://openalex.org/I4388482655","display_name":"U.S. Air Force Research Laboratory Sensors Directorate","ror":"https://ror.org/054yf8v46","country_code":null,"type":"funder","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4388482655","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"RAJ P. MALHOTRA","raw_affiliation_strings":["Air Force Research Lab, Sensors Directorate, 2241 Avionics Circle, Wright-Patterson Air Force Base, OH 45433, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Force Research Lab, Sensors Directorate, 2241 Avionics Circle, Wright-Patterson Air Force Base, OH 45433, USA","institution_ids":["https://openalex.org/I2799950915","https://openalex.org/I4388482655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5158,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75020087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"08","issue":"03","first_page":"275","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8931999802589417,"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":0.8931999802589417,"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":0.8728039264678955},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.5727857947349548},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.5431389808654785},{"id":"https://openalex.org/keywords/information-integration","display_name":"Information integration","score":0.5126542448997498},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5088973045349121},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.48963266611099243},{"id":"https://openalex.org/keywords/visual-sensor-network","display_name":"Visual sensor network","score":0.4626966118812561},{"id":"https://openalex.org/keywords/information-processing","display_name":"Information processing","score":0.4617948532104492},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4211379289627075},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4149683117866516},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.41425955295562744},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3702903389930725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37013691663742065},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36481714248657227},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20575979351997375},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.12840789556503296},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09894987940788269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8728039264678955},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.5727857947349548},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.5431389808654785},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.5126542448997498},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5088973045349121},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.48963266611099243},{"id":"https://openalex.org/C149102469","wikidata":"https://www.wikidata.org/wiki/Q7936624","display_name":"Visual sensor network","level":5,"score":0.4626966118812561},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.4617948532104492},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4211379289627075},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4149683117866516},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.41425955295562744},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3702903389930725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37013691663742065},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36481714248657227},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20575979351997375},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.12840789556503296},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09894987940788269},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213099000191","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213099000191","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1529340823","https://openalex.org/W2021586993","https://openalex.org/W2070734605","https://openalex.org/W4236063485"],"related_works":["https://openalex.org/W2064717691","https://openalex.org/W2355440778","https://openalex.org/W2164160537","https://openalex.org/W4244644848","https://openalex.org/W2341628596","https://openalex.org/W2372493300","https://openalex.org/W2391399503","https://openalex.org/W2110778011","https://openalex.org/W1982205372","https://openalex.org/W2171244245"],"abstract_inverted_index":{"Research":[0],"reported":[1],"in":[2,7,38,130,150,172,205],"this":[3],"article":[4,116,179],"is":[5,152,157],"motivated,":[6],"part,":[8],"by":[9,99],"current":[10],"U.S.":[11],"military":[12],"programs":[13],"aimed":[14],"at":[15],"the":[16,76,131,161,169,173,182,191],"development":[17],"of":[18,27,75,85,111,126,163,184],"efficient":[19,80],"data":[20,113],"integration":[21,82,94,105,149],"and":[22,32,79,83,91,109,124,196,201],"sensor":[23,30,43,77,87,93,198,209],"management":[24,210],"methods":[25],"capable":[26],"handling":[28],"large":[29,66,207],"suites":[31],"achieving":[33],"robust":[34],"target":[35,67],"recognition":[36,48],"performance":[37],"real":[39],"time":[40],"scenarios.":[41],"Modern":[42],"systems":[44],"have":[45,96],"shown":[46],"good":[47],"abilities":[49],"against":[50,65,168],"a":[51,118,137,143,206],"few":[52],"isolated":[53],"targets.":[54],"However,":[55],"these":[56],"capabilities":[57],"decline":[58],"steeply":[59],"when":[60],"multiple":[61,86],"sensors":[62],"are":[63],"acting":[64],"groups":[68],"under":[69],"realistic":[70],"conditions":[71],"requiring":[72],"dynamic":[73],"allocation":[74],"resources":[78],"on-line":[81],"disambiguation":[84],"outputs.":[88],"Neural":[89],"networks":[90],"other":[92],"technologies":[95],"been":[97],"inspired":[98],"cognitive":[100],"models":[101],"attributing":[102],"human":[103],"perceptual":[104],"to":[106],"parallel":[107],"processing":[108,123],"convergence":[110],"simultaneous":[112],"streams.":[114],"This":[115,178],"explores":[117],"different":[119],"model":[120],"emphasizing":[121],"serial":[122],"association":[125],"consecutive":[127],"memory":[128,140],"traces":[129],"Long":[132],"Term":[133,175],"Memory":[134,176],"(LTM)":[135],"into":[136],"globally":[138],"connected":[139],"structure":[141],"called":[142,153],"Virtual":[144],"Associative":[145],"Network":[146],"(VAN).":[147],"Information":[148],"VAN":[151],"blending.":[154],"Target":[155],"representation":[156],"constructed":[158],"dynamically":[159],"from":[160],"segments":[162,171],"virtual":[164],"net":[165],"matched":[166],"serially":[167],"input":[170],"Short":[174],"(STM).":[177],"will":[180],"elaborate":[181],"concept":[183],"blending,":[185],"reference":[186],"its":[187],"biological":[188],"foundations,":[189],"explain":[190],"difference":[192],"between":[193],"information":[194],"blending":[195,203],"conventional":[197],"fusion":[199],"techniques,":[200],"demonstrate":[202],"applications":[204],"scale":[208],"task.":[211]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"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"}