{"id":"https://openalex.org/W2213030809","doi":"https://doi.org/10.1007/978-3-540-37421-3_24","title":"Modular Neural Networks with Fuzzy Sugeno Integration Applied to Time Series Prediction","display_name":"Modular Neural Networks with Fuzzy Sugeno Integration Applied to Time Series Prediction","publication_year":2007,"publication_date":"2007-07-22","ids":{"openalex":"https://openalex.org/W2213030809","doi":"https://doi.org/10.1007/978-3-540-37421-3_24","mag":"2213030809"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-37421-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-37421-3_24","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","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/A5090320352","display_name":"Patricia Mel\u00edn","orcid":"https://orcid.org/0000-0001-5798-1426"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]},{"id":"https://openalex.org/I4210134361","display_name":"Precision Research Institute","ror":"https://ror.org/045d8mm77","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210134361"]}],"countries":["MX","US"],"is_corresponding":false,"raw_author_name":"Patricia Melin","raw_affiliation_strings":["Department of Computer Science, Tijuana Institute of Technology, 4207, Chula Vista, CA, 91909, USA","Dept. of Computer Science, Tijuana Institute of Technology, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tijuana Institute of Technology, 4207, Chula Vista, CA, 91909, USA","institution_ids":["https://openalex.org/I4210134361"]},{"raw_affiliation_string":"Dept. of Computer Science, Tijuana Institute of Technology, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026990854","display_name":"Valente Ochoa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Valente Ochoa","raw_affiliation_strings":["Dept. of Computer Science, Tijuana Institute of Technology, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Tijuana Institute of Technology, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103581897","display_name":"Luis Valenzuela","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Valenzuela","raw_affiliation_strings":["Dept. of Computer Science, Tijuana Institute of Technology, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Tijuana Institute of Technology, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028754887","display_name":"Gabriela Torres","orcid":"https://orcid.org/0000-0002-3152-8946"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gabriela Torres","raw_affiliation_strings":["Dept. of Computer Science, Tijuana Institute of Technology, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Tijuana Institute of Technology, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038631673","display_name":"Daniel Clemente","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Daniel Clemente","raw_affiliation_strings":["Dept. of Computer Science, Tijuana Institute of Technology, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Tijuana Institute of Technology, Mexico","institution_ids":["https://openalex.org/I4210118730"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2285,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58273551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"403","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9937000274658203,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9937000274658203,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9747999906539917,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7293959259986877},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7289073467254639},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7201603651046753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6866950988769531},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5413385033607483},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48861128091812134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47790274024009705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4478576183319092}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7293959259986877},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7289073467254639},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7201603651046753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6866950988769531},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5413385033607483},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48861128091812134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47790274024009705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4478576183319092},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-37421-3_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-37421-3_24","pdf_url":null,"source":{"id":"https://openalex.org/S4210229206","display_name":"Studies in fuzziness and soft computing","issn_l":"1434-9922","issn":["1434-9922","1860-0808"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Fuzziness and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1492221128","https://openalex.org/W1508829909","https://openalex.org/W1514041977","https://openalex.org/W1530730921","https://openalex.org/W1538954065","https://openalex.org/W1564797660","https://openalex.org/W1652495319","https://openalex.org/W1923197464","https://openalex.org/W1989665358","https://openalex.org/W2026466111","https://openalex.org/W2078629941","https://openalex.org/W2099741167","https://openalex.org/W2103414828","https://openalex.org/W2135293965","https://openalex.org/W2153382583","https://openalex.org/W2328464670","https://openalex.org/W2766736793","https://openalex.org/W2985382943","https://openalex.org/W3043771091","https://openalex.org/W3141341243","https://openalex.org/W3158530718","https://openalex.org/W3207342693","https://openalex.org/W4234892472","https://openalex.org/W4300402905","https://openalex.org/W4302097329","https://openalex.org/W4396574410","https://openalex.org/W6629420886","https://openalex.org/W6631899766","https://openalex.org/W6982581974"],"related_works":["https://openalex.org/W2378076731","https://openalex.org/W4286888643","https://openalex.org/W3210795196","https://openalex.org/W2088988140","https://openalex.org/W2803103875","https://openalex.org/W2103019253","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W3146111732","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
