@uni-sofia.bg
Faculty of Mathematics and Informatics
Sofia University "St. Kliment Ohridski"
Scopus Publications
Zh. E. Sartabanova, V. T. Dimitrov, and S. M. Sarsimbayeva
al-Farabi Kazakh National University
Seth Earley, Maria R. Lee, Jinan Fiaidhi, and Vladimir Dimitrov
Institute of Electrical and Electronics Engineers (IEEE)
Analytics has become a hot topic, putting increased pressure on IT organizations to provide new ways of making sense of customer and operational data. This issue is devoted to the theme of data analytics with application in four areas related to knowledge development and utilization: the institution of education itself, optimizing knowledge sharing in communities, gaining and applying business insights, and the state of the knowledge and skills gap in China.
Milko Krachunov, Dimitar Vassilev, Maria Nisheva, Ognyan Kulev, Valeriya Simeonova, and Vladimir Dimitrov
Elsevier BV
NGS data processing in metagenomics studies has to deal with noisy data that can contain a large amount of reading errors which are difficult to detect and account for. This work introduces a fuzzy indicator of reliability technique to facilitate solutions to this problem. It includes modified Hamming and Levenshtein distance functions that are aimed to be used as drop-in replacements in NGS analysis procedures which rely on distances, such as phylogenetic tree construction. The distances utilise fuzzy sets of reliable bases or an equivalent fuzzy logic, potentially aggregating multiple sources of base reliability.