{"id":"https://openalex.org/W2069685710","doi":"https://doi.org/10.1155/s1110865701000178","title":"Robust Control Methods for On-Line Statistical Learning","display_name":"Robust Control Methods for On-Line Statistical Learning","publication_year":2001,"publication_date":"2001-06-01","ids":{"openalex":"https://openalex.org/W2069685710","doi":"https://doi.org/10.1155/s1110865701000178","mag":"2069685710"},"language":"en","primary_location":{"id":"doi:10.1155/s1110865701000178","is_oa":true,"landing_page_url":"https://doi.org/10.1155/s1110865701000178","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865701000178","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865701000178","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103256050","display_name":"Enrico Capobianco","orcid":"https://orcid.org/0000-0002-3532-1192"},"institutions":[{"id":"https://openalex.org/I1341640284","display_name":"Centrum Wiskunde & Informatica","ror":"https://ror.org/00x7ekv49","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1341640284","https://openalex.org/I2800991832"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Enrico Capobianco","raw_affiliation_strings":["CWI, Kruislaan 413, Amsterdam, 1098-SJ, The Netherlands","CWI, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CWI, Kruislaan 413, Amsterdam, 1098-SJ, The Netherlands","institution_ids":["https://openalex.org/I1341640284"]},{"raw_affiliation_string":"CWI, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1341640284"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103256050"],"corresponding_institution_ids":["https://openalex.org/I1341640284"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11091167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2001","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9980999827384949,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.8207974433898926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7197896838188171},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6394788026809692},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6156314015388489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5651485323905945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5525878071784973},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5474007725715637},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5330691933631897},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.511438250541687},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.46410879492759705},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4439128041267395},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4331551790237427},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20054471492767334}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.8207974433898926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7197896838188171},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6394788026809692},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6156314015388489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5651485323905945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5525878071784973},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5474007725715637},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5330691933631897},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.511438250541687},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.46410879492759705},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4439128041267395},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4331551790237427},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20054471492767334},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":2,"locations":[{"id":"doi:10.1155/s1110865701000178","is_oa":true,"landing_page_url":"https://doi.org/10.1155/s1110865701000178","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865701000178","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5cc08a19eb774cae8700902a55fb5491","is_oa":true,"landing_page_url":"https://doaj.org/article/5cc08a19eb774cae8700902a55fb5491","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":"EURASIP Journal on Advances in Signal Processing, Vol 2001, Iss 2, p 287964 (2001)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/s1110865701000178","is_oa":true,"landing_page_url":"https://doi.org/10.1155/s1110865701000178","pdf_url":"https://asp-eurasipjournals.springeropen.com/track/pdf/10.1155/S1110865701000178","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"},{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2069685710.pdf","grobid_xml":"https://content.openalex.org/works/W2069685710.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W103934657","https://openalex.org/W1968083810","https://openalex.org/W1978990971","https://openalex.org/W1993498260","https://openalex.org/W1994616650","https://openalex.org/W2012712694","https://openalex.org/W2016456873","https://openalex.org/W2077493113","https://openalex.org/W2141547648","https://openalex.org/W2154642048","https://openalex.org/W2540641701","https://openalex.org/W2571446175","https://openalex.org/W2766736793","https://openalex.org/W4237284205","https://openalex.org/W4307492541"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2772305933","https://openalex.org/W2385286892","https://openalex.org/W2350927655"],"abstract_inverted_index":{"The":[0],"issue":[1],"of":[2,16,35,61],"controlling":[3],"that":[4],"data":[5],"processing":[6],"in":[7,38,81,94],"an":[8],"experiment":[9],"results":[10],"not":[11],"affected":[12],"by":[13,69],"the":[14,39,51],"presence":[15],"outliers":[17,37],"is":[18,75],"relevant":[19],"for":[20,32,101],"statistical":[21],"control":[22],"and":[23,54,85,90],"learning":[24],"studies.":[25],"Learning":[26],"schemes":[27],"should":[28],"thus":[29],"be":[30],"tested":[31],"their":[33],"capacity":[34],"handling":[36],"observed":[40],"training":[41],"set":[42],"so":[43],"to":[44,50,77,96],"achieve":[45],"reliable":[46],"estimates":[47],"with":[48,65],"respect":[49],"crucial":[52],"bias":[53],"variance":[55],"aspects.":[56],"We":[57],"describe":[58],"possible":[59],"ways":[60],"endowing":[62],"neural":[63,79],"networks":[64],"statistically":[66,98],"robust":[67],"properties":[68],"defining":[70],"feasible":[71],"error":[72],"criteria.":[73],"It":[74],"convenient":[76],"cast":[78],"nets":[80],"state":[82],"space":[83],"representations":[84],"apply":[86],"both":[87],"Kalman":[88],"filter":[89],"stochastic":[91],"approximation":[92],"procedures":[93],"order":[95],"suggest":[97],"robustified":[99],"solutions":[100],"on-line":[102],"learning.":[103]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
