{"id":"https://openalex.org/W2120433189","doi":"https://doi.org/10.1016/s0893-6080(00)00078-2","title":"Signal estimation and denoising using VC-theory","display_name":"Signal estimation and denoising using VC-theory","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W2120433189","doi":"https://doi.org/10.1016/s0893-6080(00)00078-2","mag":"2120433189","pmid":"https://pubmed.ncbi.nlm.nih.gov/11213212"},"language":"en","primary_location":{"id":"doi:10.1016/s0893-6080(00)00078-2","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0893-6080(00)00078-2","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5051555620","display_name":"Vladimir Cherkassky","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"V. Cherkassky","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis 55455, USA. xxs@hnc.com","Dept. of Electrical & Computer Engineering, Univ. of Minnesota, Minneapolis, MN 55455 USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis 55455, USA. xxs@hnc.com","institution_ids":["https://openalex.org/I130238516"]},{"raw_affiliation_string":"Dept. of Electrical & Computer Engineering, Univ. of Minnesota, Minneapolis, MN 55455 USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076178882","display_name":"Xuhui Shao","orcid":"https://orcid.org/0000-0001-5666-2677"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"X. Shao","raw_affiliation_strings":["HNC Software, 5930 Cornerstone Court West, San Diego, CA 92121, USA","HNC Software, Inc"],"affiliations":[{"raw_affiliation_string":"HNC Software, 5930 Cornerstone Court West, San Diego, CA 92121, USA","institution_ids":[]},{"raw_affiliation_string":"HNC Software, Inc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051555620"],"corresponding_institution_ids":["https://openalex.org/I130238516"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":5.1304,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.958881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"1","first_page":"37","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.996999979019165,"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/wavelet","display_name":"Wavelet","score":0.5533631443977356},{"id":"https://openalex.org/keywords/basis-function","display_name":"Basis function","score":0.5359051823616028},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.49851107597351074},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.494478702545166},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4753277599811554},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4737463891506195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4609651267528534},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.4454951584339142},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4385008215904236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.437677264213562},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4132801294326782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39451301097869873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37184762954711914},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.299068808555603},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.17792856693267822},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.14797866344451904}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5533631443977356},{"id":"https://openalex.org/C5917680","wikidata":"https://www.wikidata.org/wiki/Q2621825","display_name":"Basis function","level":2,"score":0.5359051823616028},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.49851107597351074},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.494478702545166},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4753277599811554},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4737463891506195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4609651267528534},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.4454951584339142},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4385008215904236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.437677264213562},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4132801294326782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39451301097869873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37184762954711914},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.299068808555603},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.17792856693267822},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.14797866344451904},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/s0893-6080(00)00078-2","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0893-6080(00)00078-2","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:11213212","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11213212","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":"Neural networks : the official journal of the International Neural Network Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W107042426","https://openalex.org/W1552896894","https://openalex.org/W1553407966","https://openalex.org/W1970352604","https://openalex.org/W2032806448","https://openalex.org/W2061659108","https://openalex.org/W2085927826","https://openalex.org/W2086403511","https://openalex.org/W2096613063","https://openalex.org/W2117812871","https://openalex.org/W2120084591","https://openalex.org/W2140170995","https://openalex.org/W2146842127","https://openalex.org/W2148603752","https://openalex.org/W2149925139","https://openalex.org/W2152877543","https://openalex.org/W2156512439","https://openalex.org/W2156909104","https://openalex.org/W2158252006","https://openalex.org/W2158940042","https://openalex.org/W2166116275","https://openalex.org/W2168175751","https://openalex.org/W2169502938","https://openalex.org/W2294690908","https://openalex.org/W2485341146","https://openalex.org/W3000332379","https://openalex.org/W4206686222","https://openalex.org/W4243797702","https://openalex.org/W4247032989","https://openalex.org/W4285719527","https://openalex.org/W6604406226","https://openalex.org/W6665997759","https://openalex.org/W6832355140"],"related_works":["https://openalex.org/W2953058328","https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W1542224353","https://openalex.org/W204175656","https://openalex.org/W1661087619","https://openalex.org/W1993992974","https://openalex.org/W2750730210","https://openalex.org/W1512294453","https://openalex.org/W2236974868"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
