{"id":"https://openalex.org/W2100412401","doi":"https://doi.org/10.1109/igarss.2004.1369037","title":"Multiple-model multiscale data fusion regulated by a mixture-of-experts network","display_name":"Multiple-model multiscale data fusion regulated by a mixture-of-experts network","publication_year":2004,"publication_date":"2004-12-23","ids":{"openalex":"https://openalex.org/W2100412401","doi":"https://doi.org/10.1109/igarss.2004.1369037","mag":"2100412401"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2004.1369037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2004.1369037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004","raw_type":"proceedings-article"},"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/A5101698624","display_name":"Vikas Aggarwal","orcid":"https://orcid.org/0000-0001-8604-4853"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"K. Nagarajan V. Aggarwal","raw_affiliation_strings":["Dept. of Electr. & Comp. Eng., Florida Univ., Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electr. & Comp. Eng., Florida Univ., Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101698624"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.17668712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"364","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9954000115394592,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9954000115394592,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9860000014305115,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/fuse","display_name":"Fuse (electrical)","score":0.7527477741241455},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.7374747395515442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6240912675857544},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6182018518447876},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.4996364116668701},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.49090391397476196},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46144241094589233},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.45201003551483154},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4115546941757202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4084815979003906},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4053581655025482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.137584388256073}],"concepts":[{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.7527477741241455},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.7374747395515442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6240912675857544},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6182018518447876},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.4996364116668701},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.49090391397476196},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46144241094589233},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.45201003551483154},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4115546941757202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4084815979003906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4053581655025482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.137584388256073},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2004.1369037","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2004.1369037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2006072083","https://openalex.org/W2074232022","https://openalex.org/W2105124269","https://openalex.org/W2149059130","https://openalex.org/W2161417056","https://openalex.org/W4240204144","https://openalex.org/W6668721528"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2103761320","https://openalex.org/W2358167375","https://openalex.org/W2031992971","https://openalex.org/W116564642","https://openalex.org/W2154495931","https://openalex.org/W1983380679","https://openalex.org/W1981649169","https://openalex.org/W2357354286","https://openalex.org/W2388705266"],"abstract_inverted_index":{"Multiscale":[0],"Kalman":[1],"smoothers":[2],"(MKS)":[3],"have":[4],"been":[5,27,67],"traditionally":[6],"employed":[7],"for":[8],"data":[9],"fusion":[10],"applications":[11],"and":[12],"estimation":[13,77],"of":[14],"topography.":[15],"The":[16],"standard":[17],"MKS":[18],"algorithm":[19],"embedded":[20],"with":[21],"a":[22,55],"single":[23],"stochastic":[24],"model":[25],"has":[26,66],"found":[28],"to":[29,59,70,75],"give":[30],"suboptimal":[31],"performance":[32],"in":[33,44],"estimating":[34],"nonstationary":[35],"topographic":[36],"variations,":[37],"particularly":[38],"when":[39],"there":[40],"are":[41,52],"sudden":[42],"changes":[43],"the":[45,62],"terrain.":[46],"In":[47],"this":[48],"work,":[49],"multiple":[50],"models":[51],"regulated":[53],"by":[54],"mixture-of-experts":[56],"(MOE)":[57],"network":[58],"adaptively":[60],"fuse":[61],"estimates.":[63],"Though":[64],"MOE":[65],"widely":[68],"applied":[69],"one-dimensional":[71],"data,":[72],"its":[73],"extension":[74],"multiscale":[76],"is":[78],"new":[79]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2016-06-24T00:00:00"}
