Titlebook: Research in Computer Science in the Bulgarian Academy of Sciences; Krassimir T. Atanassov Book 2021 The Editor(s) (if applicable) and The

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Research on Artificial Neural Networks in Bulgarian Academy of Sciences,rizes mainly papers refereed in world famous data bases with scientific literature such as Scopus that are considered as representative collection of the work on ANNs done by teams of researchers including at least one scientist form an institute at BAS. The check up in Scopus revealed more than 200

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An Overview of Multi,criteria Decision Making Models and Software Systems,including multi-criteria models with a priori and exact articulation of DM preferences; models with fuzzy preferences; models with interactive participation of DM; models based on bi-level optimization, group decision making models and software systems for decision making. This overview concerns the

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Results Connected to Time Series Analysis and Machine Learning, using explicit instructions. In this chapter we describe results of our studies on the methods connected to machine learning and the practical application of these methods to various problems by our team in the last two decades. We discuss in more detail the research on concepts of the nonlinear ti

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Metaheuristic Algorithms: Theory and Applications,s are becoming an important part of modern optimization. A wide range of metaheuristic algorithms have emerged over the last two decades, and are becoming increasingly popular. This article presents a brief overview of the scientific research on new metaheuristic algorithms, as well as their modific

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Studies of Biologically Active Molecules, and structure-based methods, including classical and three-dimensional (3D) quantitative structure–activity relationship (QSAR) models, pharmacophore and homology modelling, docking and virtual screening. These approaches are highly interdisciplinary and integrate knowledge from various disciplines

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