{"id":"https://openalex.org/W2039664526","doi":"https://doi.org/10.1109/icmcs.2012.6320314","title":"Supervised identification of non linear models using moments and non-Gaussian signals","display_name":"Supervised identification of non linear models using moments and non-Gaussian signals","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2039664526","doi":"https://doi.org/10.1109/icmcs.2012.6320314","mag":"2039664526"},"language":"en","primary_location":{"id":"doi:10.1109/icmcs.2012.6320314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","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/A5067536472","display_name":"Jilali Antari","orcid":"https://orcid.org/0000-0003-3084-9753"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"J. Antari","raw_affiliation_strings":["Polydisciplinary Faculty Taroudant, Ibn Zohr University, Taroudant, Morocco","Ibn Zohr University, Polydisciplinary Faculty Taroudant, B.P : 271, 83 000, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polydisciplinary Faculty Taroudant, Ibn Zohr University, Taroudant, Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Ibn Zohr University, Polydisciplinary Faculty Taroudant, B.P : 271, 83 000, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051217163","display_name":"Ahmed El Khadimi","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. El Khadimi","raw_affiliation_strings":["FSS, Cadi Ayyad University, Marrakesh, Morocco","Department of Systems and Communications, National Institute of Posts and Telecommunications (INPT), Avenue Allal Fassi B.P. 6201, Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FSS, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Department of Systems and Communications, National Institute of Posts and Telecommunications (INPT), Avenue Allal Fassi B.P. 6201, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026788267","display_name":"Abdelouhab Zeroual","orcid":"https://orcid.org/0000-0003-0047-6853"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210153527","display_name":"Institut National des Postes et T\u00e9l\u00e9communications","ror":"https://ror.org/052bnvt46","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153527","https://openalex.org/I4210167103"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Zeroual","raw_affiliation_strings":["Department of Systems and Communications, National Institute of Posts and Telecommunications, Rabat, Morocco","Cadi Ayyad University, FSS, Marrakesh Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Communications, National Institute of Posts and Telecommunications, Rabat, Morocco","institution_ids":["https://openalex.org/I4210153527"]},{"raw_affiliation_string":"Cadi Ayyad University, FSS, Marrakesh Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021732123","display_name":"Youssef Zaz","orcid":"https://orcid.org/0009-0000-2172-2027"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Y. Zaz","raw_affiliation_strings":["Faculty of Sciences Tetouan, Abdelmalek Essaadi University, Morocco","Abdelmalek Essaadi University, Faculty of Sciences, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Tetouan, Abdelmalek Essaadi University, Morocco","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Abdelmalek Essaadi University, Faculty of Sciences, Tetouan, Morocco","institution_ids":["https://openalex.org/I240042149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11592145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"62","issue":null,"first_page":"399","last_page":"403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9997000098228455,"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":0.9997000098228455,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9945999979972839,"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/gaussian","display_name":"Gaussian","score":0.6994535326957703},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.6865740418434143},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.589331865310669},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.581634521484375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.557170569896698},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5544360876083374},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.45162928104400635},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4167363941669464},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40384578704833984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36370229721069336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3443080186843872},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2362237572669983},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21365827322006226},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.18687433004379272}],"concepts":[{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.6994535326957703},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.6865740418434143},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.589331865310669},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.581634521484375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.557170569896698},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5544360876083374},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.45162928104400635},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4167363941669464},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40384578704833984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36370229721069336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3443080186843872},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2362237572669983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21365827322006226},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.18687433004379272},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmcs.2012.6320314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmcs.2012.6320314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 International Conference on Multimedia Computing and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1984661221","https://openalex.org/W1997577223","https://openalex.org/W2002639203","https://openalex.org/W2024814426","https://openalex.org/W2031005205","https://openalex.org/W2126308770","https://openalex.org/W2158538173","https://openalex.org/W2161888036","https://openalex.org/W2170488588","https://openalex.org/W2798632629"],"related_works":["https://openalex.org/W3004218185","https://openalex.org/W4390241083","https://openalex.org/W4245457074","https://openalex.org/W2323735050","https://openalex.org/W2347733609","https://openalex.org/W2912990606","https://openalex.org/W2951342029","https://openalex.org/W1717256175","https://openalex.org/W2335738591","https://openalex.org/W2085971695"],"abstract_inverted_index":{"This":[0],"work":[1],"concerns":[2],"the":[3,6,10,57,60,67,70,73],"problem":[4],"of":[5,9,12,59,72],"supervised":[7],"identification":[8,80],"parameters":[11],"non":[13,77],"linear":[14,78],"models":[15],"using":[16],"3rd":[17],"order":[18],"moments.":[19],"The":[20,38,63],"input":[21],"sequence":[22],"is":[23,41],"assumed":[24],"to":[25,55],"be":[26,36],"independent":[27],"and":[28,34,43,69],"identically":[29],"distributed":[30],"(i.i.d),":[31],"zero":[32],"mean":[33],"must":[35],"non-Gaussian.":[37],"developed":[39,48,61,74],"algorithm":[40,75],"tested":[42],"compared":[44],"with":[45],"other":[46],"method":[47],"in":[49],"literature.":[50],"Simulation":[51],"examples":[52],"are":[53],"provided":[54],"verify":[56],"performance":[58],"algorithm.":[62],"obtained":[64],"results":[65],"demonstrate":[66],"efficiency":[68],"accuracy":[71],"for":[76],"model":[79],"under":[81],"various":[82],"sample":[83],"sizes.":[84]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}