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Here, for the first time, with the help of the ICA method, correlations between triples of the input parameters for training of the neural networks were obtained. In this case, we use the approach of ICA for data preprocessing, which may yield reduction of the total time for training the neural networks, hence, the time for the network\u2019s processing of data and images.<\/jats:p>","DOI":"10.1155\/2017\/2157852","type":"journal-article","created":{"date-parts":[[2017,8,10]],"date-time":"2017-08-10T17:02:50Z","timestamp":1502384570000},"page":"1-9","source":"Crossref","is-referenced-by-count":25,"title":["Application of the Intuitionistic Fuzzy InterCriteria Analysis Method with Triples to a Neural Network Preprocessing Procedure"],"prefix":"10.1155","volume":"2017","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1292-6225","authenticated-orcid":true,"given":"Sotir","family":"Sotirov","sequence":"first","affiliation":[{"name":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"}]},{"given":"Vassia","family":"Atanassova","sequence":"additional","affiliation":[{"name":"Department of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, 105 \u201cAcad. G. Bonchev\u201d Str., 1113 Sofia, Bulgaria"}]},{"given":"Evdokia","family":"Sotirova","sequence":"additional","affiliation":[{"name":"Laboratory of Intelligent Systems, University \u201cProf. Dr. Assen Zlatarov\u201d, 1 \u201cProf. Yakimov\u201d Blvd., 8010 Burgas, Bulgaria"}]},{"given":"Lyubka","family":"Doukovska","sequence":"additional","affiliation":[{"name":"Department of Intelligent Systems, Institute of Information and Communication Technologies, 2 \u201cAcad. G. 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