{"id":"https://openalex.org/W2742335263","doi":"https://doi.org/10.1155/2017/2157852","title":"Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure","display_name":"Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2742335263","doi":"https://doi.org/10.1155/2017/2157852","mag":"2742335263","pmid":"https://pubmed.ncbi.nlm.nih.gov/28874908"},"language":"en","primary_location":{"id":"doi:10.1155/2017/2157852","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2157852","pdf_url":"http://downloads.hindawi.com/journals/cin/2017/2157852.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2017/2157852.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019081739","display_name":"Sotir Sotirov","orcid":"https://orcid.org/0000-0003-1292-6225"},"institutions":[{"id":"https://openalex.org/I4210108077","display_name":"Prof. Assen Zlatarov University","ror":"https://ror.org/020ak9w19","country_code":"BG","type":"education","lineage":["https://openalex.org/I4210108077"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Sotir Sotirov","raw_affiliation_strings":["Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria","institution_ids":["https://openalex.org/I4210108077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032920765","display_name":"Vassia Atanassova","orcid":"https://orcid.org/0000-0002-3626-9461"},"institutions":[{"id":"https://openalex.org/I4210103918","display_name":"Institute of Biophysics and Biomedical Engineering","ror":"https://ror.org/01dxqkr82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210103918"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Vassia Atanassova","raw_affiliation_strings":["Department of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, 105 \u201cAcad. G. Bonchev\u201d Str., 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, 105 \u201cAcad. G. Bonchev\u201d Str., 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210103918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037075751","display_name":"Evdokia Sotirova","orcid":"https://orcid.org/0000-0001-6178-5356"},"institutions":[{"id":"https://openalex.org/I4210108077","display_name":"Prof. Assen Zlatarov University","ror":"https://ror.org/020ak9w19","country_code":"BG","type":"education","lineage":["https://openalex.org/I4210108077"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Evdokia Sotirova","raw_affiliation_strings":["Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria","institution_ids":["https://openalex.org/I4210108077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091092698","display_name":"Lyubka Doukovska","orcid":"https://orcid.org/0000-0002-0978-5014"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Lyubka Doukovska","raw_affiliation_strings":["Department of Intelligent Systems, Institute of Information and Communication Technologies, 2 \u201cAcad. G. Bonchev\u201d Str., 1113 Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Systems, Institute of Information and Communication Technologies, 2 \u201cAcad. G. Bonchev\u201d Str., 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018476200","display_name":"Veselina Bureva","orcid":"https://orcid.org/0000-0003-4344-4392"},"institutions":[{"id":"https://openalex.org/I4210108077","display_name":"Prof. Assen Zlatarov University","ror":"https://ror.org/020ak9w19","country_code":"BG","type":"education","lineage":["https://openalex.org/I4210108077"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Veselina Bureva","raw_affiliation_strings":["Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria","institution_ids":["https://openalex.org/I4210108077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086982421","display_name":"Deyan Mavrov","orcid":"https://orcid.org/0000-0002-2450-9616"},"institutions":[{"id":"https://openalex.org/I4210108077","display_name":"Prof. Assen Zlatarov University","ror":"https://ror.org/020ak9w19","country_code":"BG","type":"education","lineage":["https://openalex.org/I4210108077"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Deyan Mavrov","raw_affiliation_strings":["Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria","institution_ids":["https://openalex.org/I4210108077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021051417","display_name":"Jivko Tomov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108077","display_name":"Prof. Assen Zlatarov University","ror":"https://ror.org/020ak9w19","country_code":"BG","type":"education","lineage":["https://openalex.org/I4210108077"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Jivko Tomov","raw_affiliation_strings":["Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria","institution_ids":["https://openalex.org/I4210108077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019081739"],"corresponding_institution_ids":["https://openalex.org/I4210108077"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.7303,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92447927,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14175","display_name":"Intuitionistic Fuzzy Systems Applications","score":0.9994999766349792,"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/T14175","display_name":"Intuitionistic Fuzzy Systems Applications","score":0.9994999766349792,"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/T14438","display_name":"Advanced Scientific Research Methods","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.8643701672554016},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.770796000957489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7659306526184082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5870468020439148},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5666785836219788},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5427293181419373},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5028292536735535},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.428104043006897},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4189627170562744},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4174899458885193},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4126244783401489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35720375180244446},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14196181297302246}],"concepts":[{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.8643701672554016},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.770796000957489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7659306526184082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5870468020439148},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5666785836219788},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5427293181419373},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5028292536735535},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.428104043006897},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4189627170562744},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4174899458885193},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4126244783401489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35720375180244446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14196181297302246},{"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}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1155/2017/2157852","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2157852","pdf_url":"http://downloads.hindawi.com/journals/cin/2017/2157852.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:28874908","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28874908","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:4a7848e8efdb4140b02623f70261e140","is_oa":true,"landing_page_url":"https://doaj.org/article/4a7848e8efdb4140b02623f70261e140","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2017 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4479241","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5569934","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2017/2157852","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2157852","pdf_url":"http://downloads.hindawi.com/journals/cin/2017/2157852.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7502512956","display_name":null,"funder_award_id":"DFNI-I-02-5","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321843","display_name":"Bulgarian National Science Fund","ror":"https://ror.org/05eg49r29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2742335263.pdf","grobid_xml":"https://content.openalex.org/works/W2742335263.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W188513898","https://openalex.org/W1498436455","https://openalex.org/W1888884532","https://openalex.org/W1980564456","https://openalex.org/W2008854521","https://openalex.org/W2105693855","https://openalex.org/W2133299437","https://openalex.org/W2148048965","https://openalex.org/W2403759617","https://openalex.org/W2508265780","https://openalex.org/W2532900724","https://openalex.org/W4211007335","https://openalex.org/W4292295629"],"related_works":["https://openalex.org/W2397288865","https://openalex.org/W2368524271","https://openalex.org/W2786391746","https://openalex.org/W2991483587","https://openalex.org/W4381430104","https://openalex.org/W2995102745","https://openalex.org/W4226059458","https://openalex.org/W2914559142","https://openalex.org/W1990237101","https://openalex.org/W3196471634"],"abstract_inverted_index":{"The":[0],"approach":[1,81],"of":[2,11,15,20,36,56,63,69,82,91,107],"InterCriteria":[3],"Analysis":[4],"(ICA)":[5],"was":[6],"applied":[7],"for":[8,45,49,67,84,95,103],"the":[9,13,18,27,34,39,50,54,57,64,70,80,92,97,101,104],"aim":[10],"reducing":[12],"set":[14],"variables":[16],"on":[17],"input":[19,65],"a":[21],"neural":[22,71,98],"network,":[23,40],"taking":[24],"into":[25],"account":[26],"fact":[28],"that":[29],"their":[30],"large":[31],"number":[32,35],"increases":[33],"neurons":[37],"in":[38],"thus":[41],"making":[42],"them":[43],"unusable":[44],"hardware":[46],"implementation.":[47],"Here,":[48],"first":[51],"time,":[52],"with":[53],"help":[55],"ICA":[58,83],"method,":[59],"correlations":[60],"between":[61],"triples":[62],"parameters":[66],"training":[68,96],"networks":[72],"were":[73],"obtained.":[74],"In":[75],"this":[76],"case,":[77],"we":[78],"use":[79],"data":[85,108],"preprocessing,":[86],"which":[87],"may":[88],"yield":[89],"reduction":[90],"total":[93],"time":[94,102],"networks,":[99],"hence,":[100],"network's":[105],"processing":[106],"and":[109],"images.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
