{"id":"https://openalex.org/W2221460155","doi":"https://doi.org/10.1109/eusipco.2015.7362432","title":"Estimation of gene expression by a bank of particle filters","display_name":"Estimation of gene expression by a bank of particle filters","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2221460155","doi":"https://doi.org/10.1109/eusipco.2015.7362432","mag":"2221460155"},"language":"en","primary_location":{"id":"doi:10.1109/eusipco.2015.7362432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-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/A5058778434","display_name":"M\u00f3nica F. Bugallo","orcid":"https://orcid.org/0000-0003-2963-1474"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Monica F. Bugallo","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016260296","display_name":"Cagla Tasdemir","orcid":null},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cagla Tasdemir","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006962534","display_name":"Petar M. Djuri\u0107","orcid":"https://orcid.org/0000-0001-7791-3199"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Petar M. Djuric","raw_affiliation_strings":["Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, Stony Brook University Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058778434"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":0.1459,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.56368098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"494","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7364004254341125},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.7269917130470276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6161365509033203},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5226497650146484},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4926169514656067},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.48787975311279297},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48503583669662476},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4409123659133911},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4056800305843353},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36316218972206116},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.2779598534107208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1953386664390564},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11328589916229248}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7364004254341125},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.7269917130470276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6161365509033203},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5226497650146484},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4926169514656067},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.48787975311279297},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48503583669662476},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4409123659133911},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4056800305843353},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36316218972206116},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.2779598534107208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1953386664390564},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11328589916229248},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eusipco.2015.7362432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W89551800","https://openalex.org/W1483307070","https://openalex.org/W1628268552","https://openalex.org/W1963672021","https://openalex.org/W1964215490","https://openalex.org/W1971224531","https://openalex.org/W1977622070","https://openalex.org/W1982647830","https://openalex.org/W1984293838","https://openalex.org/W2043313202","https://openalex.org/W2076538312","https://openalex.org/W2082982706","https://openalex.org/W2109944603","https://openalex.org/W2124007391","https://openalex.org/W2125631472","https://openalex.org/W2129287973","https://openalex.org/W2131301064","https://openalex.org/W2136988691","https://openalex.org/W2148799578","https://openalex.org/W2150375101","https://openalex.org/W2151098983","https://openalex.org/W2153244486","https://openalex.org/W2157791716","https://openalex.org/W2160533336","https://openalex.org/W2294875987","https://openalex.org/W2611370172","https://openalex.org/W2622425555","https://openalex.org/W4255133955","https://openalex.org/W4285719527","https://openalex.org/W6603643435","https://openalex.org/W6641465514","https://openalex.org/W6671346601"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,17,23,33,50,61,64,72,82,86,89,96,99,102,109,118,124,132,137,146],"problem":[4],"of":[5,8,11,16,19,39,49,60,81,85,95,108,117,135],"joint":[6],"estimation":[7],"time":[9,51,133],"series":[10,52,134],"gene":[12,20,56],"expressions":[13],"and":[14,104,139],"identification":[15],"coefficients":[18],"interactions":[21,100],"defining":[22],"network.":[24],"The":[25,78],"proposed":[26,119],"method":[27],"exploits":[28],"a":[29,37,114,142],"state-space":[30],"structure":[31],"describing":[32,98],"system":[34],"so":[35],"that":[36,75,128],"bank":[38],"particle":[40,126],"filters":[41,66],"can":[42],"be":[43],"used":[44],"to":[45,68,123,130],"efficiently":[46],"track":[47,131],"each":[48,55],"separately.":[53],"Since":[54],"interacts":[57],"with":[58],"some":[59],"other":[62],"genes,":[63],"individual":[65],"need":[67],"exchange":[69],"information":[70],"about":[71],"states":[73,87],"(genes)":[74],"they":[76],"track.":[77],"analytical":[79],"derivation":[80],"posterior":[83],"distribution":[84],"given":[88],"observed":[90],"data":[91],"allows":[92],"for":[93,105],"marginalization":[94],"matrix":[97],"in":[101],"network":[103],"efficient":[106],"implementation":[107],"method.":[110],"Computer":[111],"simulations":[112],"reveal":[113],"promising":[115],"performance":[116],"approach":[120],"when":[121],"compared":[122],"conventional":[125],"filter":[127],"attempts":[129],"all":[136],"genes":[138],"which,":[140],"as":[141],"result,":[143],"suffers":[144],"from":[145],"curse-of-dimensionality.":[147]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}