{"id":"https://openalex.org/W2104615908","doi":"https://doi.org/10.1109/fuzz.2002.1006640","title":"A neuro-fuzzy-evolutionary classifier of low-risk investments","display_name":"A neuro-fuzzy-evolutionary classifier of low-risk investments","publication_year":2003,"publication_date":"2003-06-25","ids":{"openalex":"https://openalex.org/W2104615908","doi":"https://doi.org/10.1109/fuzz.2002.1006640","mag":"2104615908"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2002.1006640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2002.1006640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/1777/1/01006640.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026634489","display_name":"Antoaneta Serguieva","orcid":null},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN","GB"],"is_corresponding":true,"raw_author_name":"A. Serguieva","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunei University, Uxbridge, UK","Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunei University, Uxbridge, UK","institution_ids":["https://openalex.org/I189462010"]},{"raw_affiliation_string":"Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070212583","display_name":"Tatiana Kalganova","orcid":"https://orcid.org/0000-0003-4859-7152"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I189462010","display_name":"Universiti Brunei Darussalam","ror":"https://ror.org/02qnf3n86","country_code":"BN","type":"education","lineage":["https://openalex.org/I189462010"]}],"countries":["BN","GB"],"is_corresponding":false,"raw_author_name":"T. Kalganova","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Brunei University, Uxbridge, UK","Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Brunei University, Uxbridge, UK","institution_ids":["https://openalex.org/I189462010"]},{"raw_affiliation_string":"Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026634489"],"corresponding_institution_ids":["https://openalex.org/I189462010","https://openalex.org/I59433898"],"apc_list":null,"apc_paid":null,"fwci":1.8274,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87560283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"997","last_page":"1002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9821000099182129,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9821000099182129,"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":0.9790999889373779,"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":0.9790999889373779,"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/classifier","display_name":"Classifier (UML)","score":0.6685065031051636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6279385089874268},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6269047260284424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5851664543151855},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5455710887908936},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5106642842292786},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5004892349243164},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4442141652107239},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.42611005902290344},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3907196521759033},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36571282148361206}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6685065031051636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6279385089874268},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6269047260284424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5851664543151855},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5455710887908936},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5106642842292786},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5004892349243164},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4442141652107239},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.42611005902290344},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3907196521759033},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36571282148361206}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz.2002.1006640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2002.1006640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291)","raw_type":"proceedings-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/1777","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/1777","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/1777/1/01006640.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Paper"}],"best_oa_location":{"id":"pmh:oai:bura.brunel.ac.uk:2438/1777","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/1777","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/1777/1/01006640.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2104615908.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W562040580","https://openalex.org/W590021423","https://openalex.org/W653009628","https://openalex.org/W1489935801","https://openalex.org/W1799143618","https://openalex.org/W1967056914","https://openalex.org/W1979401654","https://openalex.org/W1986562360","https://openalex.org/W2029787633","https://openalex.org/W2047440354","https://openalex.org/W2069353022","https://openalex.org/W2079823583","https://openalex.org/W2096478527","https://openalex.org/W2100097207","https://openalex.org/W2134246545","https://openalex.org/W2144000994","https://openalex.org/W2160333451","https://openalex.org/W2161555129","https://openalex.org/W2303248428","https://openalex.org/W2912565176","https://openalex.org/W3006075907","https://openalex.org/W4211007335","https://openalex.org/W4300567850","https://openalex.org/W6991390489"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W4291270682","https://openalex.org/W1560122427","https://openalex.org/W3207109968","https://openalex.org/W2593449396","https://openalex.org/W2780789525"],"abstract_inverted_index":{"This":[0],"paper":[1],"demonstrates":[2],"that":[3],"a":[4,12],"hybrid":[5],"fuzzy":[6],"neural":[7],"network":[8,28],"can":[9],"serve":[10],"as":[11],"classifier":[13],"of":[14,26],"low":[15],"risk":[16],"investment":[17],"projects.":[18],"The":[19,41],"training":[20],"algorithm":[21],"for":[22],"the":[23,27,53],"regular":[24],"part":[25],"is":[29,43],"based":[30],"on":[31,48,52],"bidirectional":[32],"incremental":[33],"evolution":[34],"proving":[35],"more":[36],"efficient":[37],"than":[38],"direct":[39],"evolution.":[40],"approach":[42],"applied":[44],"to":[45],"empirical":[46],"data":[47],"UK":[49],"companies":[50],"traded":[51],"LSE.":[54]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
