{"id":"https://openalex.org/W2124216943","doi":"https://doi.org/10.1007/978-3-642-17625-8_25","title":"Improved Non Linear Time Series Forecasting Using Non Linear Analysis Techniques and RBF Neural Networks for MRS Signals and Chaotic Diode Resonator Circuits","display_name":"Improved Non Linear Time Series Forecasting Using Non Linear Analysis Techniques and RBF Neural Networks for MRS Signals and Chaotic Diode Resonator Circuits","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2124216943","doi":"https://doi.org/10.1007/978-3-642-17625-8_25","mag":"2124216943"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-17625-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17625-8_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5002850928","display_name":"D.A. Karras","orcid":"https://orcid.org/0000-0002-2759-8482"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"D. A. Karras","raw_affiliation_strings":["Automation Dept., Chalkis Institute of Technology, Greece, Psachna, Evoia, Hellas, Greece, P.C. 34400"],"affiliations":[{"raw_affiliation_string":"Automation Dept., Chalkis Institute of Technology, Greece, Psachna, Evoia, Hellas, Greece, P.C. 34400","institution_ids":["https://openalex.org/I179161674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062196520","display_name":"M. P. Hanias","orcid":"https://orcid.org/0000-0002-0918-9343"},"institutions":[{"id":"https://openalex.org/I179161674","display_name":"Technological Educational Institute of Central Greece","ror":"https://ror.org/03ed9w591","country_code":"GR","type":"education","lineage":["https://openalex.org/I179161674"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. P. Hanias","raw_affiliation_strings":["Automation Dept., Chalkis Institute of Technology, Greece, Psachna, Evoia, Hellas, Greece, P.C. 34400"],"affiliations":[{"raw_affiliation_string":"Automation Dept., Chalkis Institute of Technology, Greece, Psachna, Evoia, Hellas, Greece, P.C. 34400","institution_ids":["https://openalex.org/I179161674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002850928"],"corresponding_institution_ids":["https://openalex.org/I179161674"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22507553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9772999882698059,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7283074855804443},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6637491583824158},{"id":"https://openalex.org/keywords/resonator","display_name":"Resonator","score":0.5652506947517395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5499996542930603},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.49238622188568115},{"id":"https://openalex.org/keywords/linear-prediction","display_name":"Linear prediction","score":0.4312328100204468},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4254275858402252},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42002102732658386},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4154052734375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41057834029197693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35611337423324585},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21029552817344666},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13700953125953674}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7283074855804443},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6637491583824158},{"id":"https://openalex.org/C97126364","wikidata":"https://www.wikidata.org/wiki/Q349669","display_name":"Resonator","level":2,"score":0.5652506947517395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5499996542930603},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.49238622188568115},{"id":"https://openalex.org/C131109320","wikidata":"https://www.wikidata.org/wiki/Q581012","display_name":"Linear prediction","level":2,"score":0.4312328100204468},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4254275858402252},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42002102732658386},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4154052734375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41057834029197693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35611337423324585},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21029552817344666},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13700953125953674},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-17625-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-17625-8_25","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1517729176","https://openalex.org/W1971046812","https://openalex.org/W1981422381","https://openalex.org/W2029401646","https://openalex.org/W2040704490","https://openalex.org/W2042545940","https://openalex.org/W2053437902","https://openalex.org/W2054889292","https://openalex.org/W2056651346","https://openalex.org/W2068844879","https://openalex.org/W2078422487","https://openalex.org/W2079687891","https://openalex.org/W2094916736","https://openalex.org/W2098008772","https://openalex.org/W2124776405","https://openalex.org/W4210509282","https://openalex.org/W4299429830","https://openalex.org/W6733077341"],"related_works":["https://openalex.org/W2059751975","https://openalex.org/W2765328031","https://openalex.org/W2580504822","https://openalex.org/W3099810362","https://openalex.org/W2330370671","https://openalex.org/W4294945973","https://openalex.org/W1554328953","https://openalex.org/W4384834233","https://openalex.org/W2163243599","https://openalex.org/W1981741235"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}