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  1.  3
    Intellectual Computer Mathematics System Inparsolver.Khimich A. N., Chistyakova T. V., Sydoruk V. A. & Yershov P. S. - 2020 - Artificial Intelligence Scientific Journal 25 (4):60-71.
    The paper considers the intellectual computer mathematics system InparSolver, which is designed to automatically explore and solve basic classes of computational mathematics problems on multi-core computers with graphics accelerators. The problems of results reliability of solving problems with approximate input data are outlined. The features of the use of existing computer mathematics systems are analyzed, their weaknesses are found. The functionality of InparSolver, some innovative approaches to the implementation of effective solutions to problems in a hybrid architecture are described. Examples (...)
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  2.  5
    Analysis and Modification of Graphic Data Compression Algorithms.Bouza M. K. - 2020 - Artificial Intelligence Scientific Journal 25 (4):32-40.
    The article examines the algorithms for JPEG and JPEG-2000 compression of various graphic images. The main steps of the operation of both algorithms are given, their advantages and disadvantages are noted. The main differences between JPEG and JPEG-2000 are analyzed. It is noted that the JPEG-2000 algorithm allows re-moving visually unpleasant effects. This makes it possible to highlight important areas of the image and improve the quality of their compression. The features of each step of the algorithms are considered and (...)
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  3.  3
    Intelligence System of Artificial Vision for Unmanned Aerial Vehicle.Shkuropat O. A., Shelehov I. V. & Myronenko M. A. - 2020 - Artificial Intelligence Scientific Journal 25 (4):53-58.
    The article considers the method of factor cluster analysis which allows automatically retrain the onboard recognition system of an unmanned aerial system. The task of informational synthesis of an on-board system for identifying frames is solved within the information-extreme intellectual technology of data analysis, based on maxi- mizing the informational ability of the system during machine learning. Based on the functional approach to modeling cognitive processes inherent to humans during forming and making classification decisions, it was proposed a categorical model (...)
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  4.  8
    Artificial Intelligence and Problems of Intellectualization: Development Strategy, Structure, Methodology, Principles and Problems.Ramazanov S. K., Shevchenko A. I. & Kuptsova E. A. - 2020 - Artificial Intelligence Scientific Journal 25 (4):14-23.
    The paper analysis the strategies and concepts developed in the world in modern directions: innova- tive economy, digital economy, artificial intelligence, Industry 4.0 and others. The problem is to determine the initial fundamental parameters of order and their prospects in the global world, the definition and principles of artificial intel- ligence systems, its structure and important aspects and principles of future science and technology in analysis and synthesis based on synergetic approaches, innovative, information, converged technologies, taking into account the design (...)
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  5.  3
    AI at Banking Infrastructure.Ustenko S. V. & Ostapovych T. V. - 2020 - Artificial Intelligence Scientific Journal 25 (4):7-13.
    Efforts for better services are achieved by small steps such as analyzing data of the customer. What is significant for the customer should as well significant for the banking institution. Transparency and a better understand- ding of the pattern behavior of customers can be used for the good of both partners such as good relationships in the fu- ture eventually be beneficial for the customer as well as a banking institution. The responsibility of both sides is crucial to understand the (...)
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  6.  3
    Structural-Parametric Synthesis of Deep Learning Neural Networks.Sineglazov V. M. & Chumachenko O. I. - 2020 - Artificial Intelligence Scientific Journal 25 (4):42-51.
    The structural-parametric synthesis of neural networks of deep learning, in particular convolutional neural networks used in image processing, is considered. The classification of modern architectures of convolutional neural networks is given. It is shown that almost every convolutional neural network, depending on its topology, has unique blocks that determine its essential features, Residual block, Inception module, ResNeXt block. It is stated the problem of structural-parametric synthesis of convolutional neural networks, for the solution of which it is proposed to use a (...)
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  7.  6
    Path Planning for Mobile Robots Navigation with Obstacle Avoidance Based on Octrees.Rud V. V. & Panaseiko H. N. - 2020 - Artificial Intelligence Scientific Journal 25 (4):25-30.
    The article considers the problem of navigating mobile robots and finding the best way to the goal in real-time in a space surrounded by unknown objects. The motor actions of the robot must be defined and adapted to changes in the environment. When using only laser scanners on mobile work, objects above or below the lasers' level will remain obstacles to the robot. Current algorithms and principles of navigation are considered. Extended the existing real-time interference detection system using lasers by (...)
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  8.  5
    Using of Optimization Geometric Design Methods for the Problems of the Spent Nuclear Fuel Safe Storage.Chugay A. M. & Alyokhina S. V. - 2020 - Artificial Intelligence Scientific Journal 25 (3):51-63.
    Packing optimization problems have a wide spectrum of real-word applications. One of the applications of the problems is problem of placement of containers with spent nuclear fuel on the storage platform. The solution of the problem can be reduced to the solution of the problem of finding the optimal placement of a given set of congruent circles into a multiconnected domain taking into account technological restrictions. A mathematical model of the prob-lem is constructed and its peculiarities are considered. Our approach (...)
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  9.  15
    Method of Informational Risk Range Evaluation in Decision Making.Zinchenko A. O., Korolyuk N. O., Korshets E. A. & Nevhad S. S. - 2020 - Artificial Intelligence Scientific Journal 25 (3):38-44.
    Looks into evaluation of information provision probability from different sources, based on use of linguistic variables. Formation of functions appurtenant for its unclear variables provides for adoption of decisions by the decision maker, in conditions of nonprobabilistic equivocation. The development of market relations in Ukraine increases the independence and responsibility of enterprises in justifying and making management decisions that ensure their effective, competitive activities. As a result of the analysis, it is determined that the condition of economic facilities can be (...)
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  10.  3
    On Improving the Efficiency of Mathematical Modeling of the Problem of Stability of Construction.Chistyakov A. V. - 2020 - Artificial Intelligence Scientific Journal 25 (3):27-36.
    Algorithmic software for mathematical modeling of structural stability is considered, which is reduced to solving a partial generalized eigenvalues problem of sparse matrices, with automatic parallelization of calculations on modern parallel computers with graphics processors. Peculiarities of realization of parallel algorithms for different structures of sparse matrices are presented. The times of solving the problem of stability of composite materialsusing a three-dimensional model of "finite size fibers" on computers of different architectures are given. In mathematical modeling of physical and technical (...)
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  11.  3
    The Criterion of Arising Motion Conflict of Unmanned Vehicles During Implementing Transportation Plan in Intelligent Urban Passenger Transportation System.Shviatsova A. V. & Shuts V. N. - 2020 - Artificial Intelligence Scientific Journal 25 (3):79-84.
    The proposed article is devoted to the description of an intelligent urban passenger transport system based on unmanned electric vehicles, sequentially moving along a separate line. This system is a passenger transport system of a new urban mobility, formed under the influence of social conditions generated by high population density in cities, that suppose the development of pedestrian zones and ecological modes of transport, "transport as a service", etc. In this historical context, public transport systems acquire special relevance. The described (...)
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  12.  5
    Analysis of Artificial Neural Networks Training Models for Airfare Price Prediction.Kuptsova E. A. & Ramazanov S. K. - 2020 - Artificial Intelligence Scientific Journal 25 (3):45-50.
    Air transport is playing an increasing role in the world economy every year. This is facilitated by technological development and the latest developments in the aviation industry, globalization. This paper provides an overview of artificial neural network training methods for airfare predicting. The articles for 2017-2019 were analyzed in order to determine the model with the most accurate prediction. The researchers conducted research on open data collected by themselves and set themselves the goal of creating a model that would advise (...)
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  13.  4
    Modeling of Attack Detection System Based on Hybridization of Binary Classifiers.Beley O. I. & Kolesnyk K. K. - 2020 - Artificial Intelligence Scientific Journal 25 (3):14-25.
    The study considers the development of methods for detecting anomalous network connections based on hybridization of computational intelligence methods. An analysis of approaches to detecting anomalies and abuses in computer networks. In the framework of this analysis, a classification of methods for detecting network attacks is proposed. The main results are reduced to the construction of multi-class models that increase the efficiency of the attack detection system, and can be used to build systems for classifying network parameters during the attack. (...)
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  14.  3
    Intelligent Analytical System as a Tool to Ensure the Reproducibility of Biomedical Calculations.Bardadym T. O., Gorbachuk V. M., Novoselova N. A., Osypenko C. P. & Skobtsov Y. V. - 2020 - Artificial Intelligence Scientific Journal 25 (3):65-78.
    The experience of the use of applied containerized biomedical software tools in cloud environment is summarized. The reproducibility of scientific computing in relation with modern technologies of scientific calculations is discussed. The main approaches to biomedical data preprocessing and integration in the framework of the intelligent analytical system are described. At the conditions of pandemic, the success of health care system depends significantly on the regular implementation of effective research tools and population monitoring. The earlier the risks of disease can (...)
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  15.  4
    Robotic Grasping with Obstacle Avoidance Using Octrees.Rud V. V. - 2020 - Artificial Intelligence Scientific Journal 25 (3):7-12.
    This paper considers the problems of the integration of independent manipulator control systems. Areas of control of the manipulator are: recognition of objects and obstacles, identification of objects to be grasped, determination of reliable positions by the grasping device, planning of movement of the manipulator to certain positions with avoidance of obstacles, and recognition of slipping or determination of reliable grasping. This issue is a current problem primarily in industry, general-purpose robots, and experimental robots. This paper considers current publications that (...)
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  16.  16
    On Techniques of Expert Systems on the Example of the Akinator Program.Zhangozha A. R. - 2020 - Artificial Intelligence Scientific Journal 25 (2):7-13.
    On the example of the online game Akinator, the basic principles on which programs of this type are built are considered. Effective technics have been proposed by which artificial intelligence systems can build logical inferences that allow to identify an unknown subject from its description. To confirm the considered hypotheses, the terminological analysis of definition of the program "Akinator" offered by the author is carried out. Starting from the assumptions given by the author's definition, the article complements their definitions presented (...)
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  17.  6
    Online Education Empowerment with Artificial Intelligence Tools.Boichenko A. V. & Boichenko O. A. - 2020 - Artificial Intelligence Scientific Journal 25 (2):22-29.
    The experience of organizing the educational process during the quarantine caused by the COVID-19 pandemic is considered. Using of interactive technologies that allow organizing instant audio communication with a remote audience, as well as intelligent tools based on artificial intelligence that can help educational institutions to work more efficiently. Examples of sufficient use of artificial intelligence in distance learning are given. Particular attention is paid to the development of intelligent chatbots intended for use in communications with students of online courses (...)
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  18.  5
    Precedent Support for Decision-Making in Energy Management.Pleskach B. M. - 2020 - Artificial Intelligence Scientific Journal 25 (2):53-60.
    The article presents an approach to the formation of a decision support system in the management of energy consumption of production technological systems. Such systems allow the company to detect and respond in a timely manner to the appearance of hidden energy losses, to carry out organizational measures aimed at energy saving and to optimize the timing and scope of repair and restoration work. The approach is based on the modeling of stationary sections of energy consumption, presented in the form (...)
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  19.  5
    Encryption of Graphic Information by Means of Transformation Matrixes for Protection Against Decofing by Neural Algorithms.Yunak O. M., Stryxaluk B. M. & Yunak O. P. - 2020 - Artificial Intelligence Scientific Journal 25 (2):15-20.
    The article deals with the algorithm of encrypting graphic information using transformation matrixes. It presents the actions that can be done with the image. The article also gives algorithms for forming matrixes that are created with the use of random processes. Examples of matrixes and encryption results are shown. Calculations of the analysis of combinations and conclusions to them are carried out. The article shows the possibilities and advantages of this image encryption algorithm. The proposed algorithm will allow to transmit (...)
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  20.  6
    Technology for Determining the Speed of Cars Using a Smartphone.Sabelnikov P. Y. & Sabelnikov Y. A. - 2020 - Artificial Intelligence Scientific Journal 25 (2):31-40.
    In the article the possibility of using a smartphone with an integrated set of necessary technical means for implementing the technology of video recording of vehicle speed is investigated and established. The main algorithmic and software components of a smartphone are proposed, which allow to identify and to accompany a vehicle, as well as to determine its speed. Installation and initial setup of the device is simple. It is only necessary to measure and enter in the device height of its (...)
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  21.  7
    The Intelligent Technology of Smart Fishing Using a Heterogeneous Ensemble of Unmanned Vehicles.Sherstjuk V. G., Zharikova M. V., Sokol I. V., Levkivskyi R. M., Gusev V. N. & Dorovskaja I. O. - 2020 - Artificial Intelligence Scientific Journal 25 (2):71-85.
    The paper addresses the use of heterogeneous ensembles of intelligent unmanned vehicles in such a perspective field of innovations as an unmanned fishery. The issues of joint activity of unmanned vehicles of different types in fishing operations based on intelligent technologies are investigated. The “smart fishing” approach based on the joint fishing operation model is proposed. The operational framework that includes missions, roles, and activity scenarios embedded in the discretized spatial model is presented. The scenario activities are considered as the (...)
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  22.  5
    Algorithm of the Automated Events Classification Process in the Information Space.Hrytsiuk V. V. - 2020 - Artificial Intelligence Scientific Journal 25 (2):42-52.
    The article defines the algorithm and details the sequential tasks for building an effective model of automated classification of events in the information space. On the eve and during the armed aggression of the Russian Federation against Ukraine, the consequences of external negative information influence were noticeable. Therefore, the organization and implementation of counteraction to such influence is urgent. An important component of this activity is the classification of information events in the information space in order to further analyze them (...)
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  23.  5
    Context-Oriented Ontology in Food Safety Management.Chaplinskyy Y. P. & Subbotina O. V. - 2020 - Artificial Intelligence Scientific Journal 25 (2):61-69.
    Actuality of the usage of the food safety knowledge-based technologies is shown. The food safety stakeholders and information objects are presented. The set of ontologies and context areas which are described decision –making tasks and processes are shown. The basic ontology is presented as a means of conceptual representation of the field of food safety. The usage of decision-making is considered. Modern food processing technologies, food safety requirements, food safety requirements etc. are characterized by the need for complex and rational (...)
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  24.  1
    Research on Applications and Problem of Control of Swarm Intelligence and Robotics.Baraniuk A. S. - 2020 - Artificial Intelligence Scientific Journal 25 (1):44-50.
    This article provides overview of the swarm intelligence and robotics fields, main characteristics of such systems provided, their advantages and disadvantages as well as differences from other multi-agent systems. Also, main fields of application for swarm systems with examples provided apart from short information on swarm optimizations. The problem of swarms’ control described and possible solutions for it such as algorithm replacement, parameters change, control through environment and leaders. Apart from that fields for possible future research noted.
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  25.  5
    The Cassette Method Principles of Passengers Transportation Through the Intelligent Transportation System.Shviatsova A. V. & Shuts V. N. - 2020 - Artificial Intelligence Scientific Journal 25 (1):14-18.
    The article describes the application of the cassette method of passenger transportation, taking into account the dynamics of passenger traffic during the day by means of an intelligent transport system based on unmanned electric vehicles. The calculation of the required number of electric cars for the cassette for a one-time fulfillment of the delivery plan is presented.
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  26.  7
    An Intermediate Stage of Artificial Intelligence Similar to Human.Koval A. - 2020 - Artificial Intelligence Scientific Journal 25 (1):7-12.
    An analysis of the way of further development of artificial intelligence similar to human was carried out, namely its intermediate stage, a state when he can communicate freely with people, can realistically imitate a some personality, freely change it, and thus become convenient for large-scale use in everyday life. An approximate view of the system was described, which it may become in the near future, given the recent technologies. The list of possible settings, which will be actual for similar systems, (...)
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  27.  1
    Development and Research of a Genetic Method for the Analysis and Determination of the Location of Power Grid Objects.Fedorchenko I., Oliinyk A., Korniienko S. & Kharchenko A. - 2020 - Artificial Intelligence Scientific Journal 25 (1):20-42.
    The problem of combinatorial optimization is considered in relation to the choice of the location of the location of power supplies when solving the problem of the development of urban distribution networks of power supply. Two methods have been developed for placing power supplies and assigning consumers to them to solve this problem. The first developed method consists in placing power supplies of the same standard sizes, and the second - of different standard sizes. The fundamental difference between the created (...)
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  28.  2
    Development of Knowledge Oriented Decision Making Support Subsystem for Intellectual Information System.Klymenko M. S. - 2020 - Artificial Intelligence Scientific Journal 25 (1):51-56.
    It is proposed to expand the structure of the intelligent information system with an addition of knowledge-oriented decision support subsystem. The description of an intellectual workplace is given. Based on this, the main procedures of the subsystem are proposed: the creation of a knowledge base and the search for appropriate responses to a given action. The structure and stages of creating a knowledge base based on the analysis of rules set in natural language are described. The advantages of this approach (...)
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  29.  1
    Analysis of the Trajectory Shapes of Moving Objects in the Video Sequence with Use of Structural Description.Pikalov V. A. & Klymenko M. S. - 2020 - Artificial Intelligence Scientific Journal 25 (1):65-71.
    This article proposes using structural description for graphical objects to solve an urgent task of trajectory analysis. A range of modern trajectory analysis approaches were analyzed and the best that is based on Graph Convolutional Neural Networks and Suffix Tree Clustering algorithm was chosen. Descripted ways to reduce computational sources for this neural network approach. This neural network was adapted to analyze structural description and advantages of this approach are shown.
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  30.  2
    Concepts of Construction and Technological Solutions for Methods of Operative Transfer of Data of Field Researches From Agricultural Sites to the Remote Database of Storage of Data with a Possibility of Feedback.Pisarenko V., Pisarenko U., Koval A. & Varava I. A. - 2020 - Artificial Intelligence Scientific Journal 25 (1):57-64.
    A feature of the agro-industrial sphere is the high probability of distribution of production or research sites in areas far from each other for a considerable distance. Moreover, the center for collecting information and processing it, as a rule, is concentrated in one compact place. For research institutions, this feature often acquires a state of rather urgent problem, which requires the search for new innovative approaches. The paper proposes elements of the concept of construction and technological solutions for methods of (...)
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  31.  3
    Concepts of Construction and Technological Solutions for Methods of Operative Transfer of Data of Field Researches From Agricultural Sites to the Remote Database of Storage of Data with a Possibility of Feedback.Pisarenko V., Pisarenko U., Koval A. & Varava I. - 2020 - Artificial Intelligence Scientific Journal 25 (1):57-64.
    A feature of the agro-industrial sphere is the high probability of distribution of production or research sites in areas far from each other for a considerable distance. Moreover, the center for collecting information and processing it, as a rule, is concentrated in one compact place. For research institutions, this feature often acquires a state of rather urgent problem, which requires the search for new innovative approaches. The paper proposes elements of the concept of construction and technological solutions for methods of (...)
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