Výsledky vyhledávání - algorithm-based taking

Entropy in Real-World Datasets and Its Impact on Machine Learning

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Global Studies on Management Information Systems

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Chapter Ammonia emissions and fine particulate matter: some evidence in Lombardy Autor Salis, Matteo, Zucchi, Andrea, FUSTA MORO, ALESSANDRO, Cameletti, Michela, GOLINI, Natalia, Ignaccolo, Rosaria

“…The first results are based on spatio-temporal Kriging models, with external drift, and an extension of the traditional random forest algorithm to consider the spatial and temporal correlation. …”
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Models of socio-cyber-physical systems security Autor Yevseiev, Serhii, Khokhlachova, Yuliia, Ostapov, Serhii, Laptiev, Oleksandr, Korol, Olha, Milevskyi, Stanislav, Milov, Oleksandr, Pohasii, Serhii, Melenti, Yevgen, Hrebeniuk, Vitalii, Havrylova, Alla, Herasуmov, Serhii, Korolev, Roman, Barabash, Oleg, Sobchuk, Valentyn, Kyrychok, Roman, German, Shuklin, Akhramovych, Volodymyr, Savchenko, Vitalii, Golovashych, Sergii, Lezik, Oleksandr, Opirskyy, Ivan, Voitko, Oleksandr, Yerhidzei, Kseniia, Mykus, Serhii, Pribyliev, Yurii, Prokopenko, Oleksandr, Vlasov, Andrii, Dzheniuk, Nataliia, Tolkachov, Maksym

“…The fifth chapter proposes a methodology for analyzing the quality of the mechanism for validating the identified vulnerabilities of a corporate network, which is based on integral equations that take into account the quantitative characteristics of the vulnerability validation mechanism under study at a certain point in time. …”
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Modeling of security systems for critical infrastructure facilities Autor Yevseiev, Serhii, Hryshchuk, Ruslan, Molodetska, Kateryna, Nazarkevych, Mariia, Hrytsyk, Volodymyr, Milov, Oleksandr, Korol, Olha, Milevskyi, Stanislav, Korolev, Roman, Pohasii, Serhii, Andrii, Tkachov, Melenti, Yevgen, Lavrut, Oleksandr, Havrylova, Alla, Herasуmov, Serhii, Holotaistrova, Halyna, Avramenko, Dmytro, Vozniak, Roman, Voitko, Oleksandr, Yerhidzei, Kseniia, Mykus, Serhii, Pribyliev, Yurii, Akhiiezer, Olena, Shyshkin, Mykhailo, Opirskyy, Ivan, Harasymchuk, Oleh, Mykhaylova, Olha, Yuriy, Nakonechnyy, Stakhiv, Marta, Tomashevsky, Bogdan

“…The First Section discusses the issues of building security systems based on the proposed Concept of multi-contour security systems, taking into account the hybridity and synergy of modern targeted cyber-attacks, their integration with social engineering methods. …”
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Economic and cyber security Autor Krasnobayev, Victor, Yanko, Alina, Hlushko, Alina, Kruk, Oleg, Kruk, Oleksandr, Gakh, Vitalii, Onyshchenko, Svitlana, Maslii, Oleksandra, Kivshyk, Oleksandr, Potapova, Kateryna, Nalyvaichuk, Mykola, Meliukh, Vasyl, Gurynenko, Stanislav, Koliada, Kostiantyn, Scherbyna, Alexandre, Poltorak, Anastasiia, Tyshchenko, Svitlana, Khrystenko, Olha, Ribachuk, Volodimir, Kuzoma, Vitalii, Stamat, Viktoriia, Kolesnyk, Maksym, Arefieva, Olena, Onopriienko, Dmytro, Kovalenko, Yuliia, Ostapenko, Tetiana, Hrashchenko, Iryna

“…Chapter 1 analyzes the position of Ukraine in the global cyber security ratings and outlines promising directions for increasing its level, one of which is the improvement of information protection systems of critical infrastructure objects. A data comparison algorithm is considered, which consists in continuous monitoring and scanning of data by constantly comparing data with information patterns of users and services, as well as threat patterns and indicators based on previous experience, not only one's own, within a local network or system, but also globally scale An improved method of rapid data comparison is presented, which provides maximum accuracy of comparison with a minimum amount of equipment for comparing devices. …”
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Synergy of building cybersecurity systems Autor Yevseiev, Serhii, Ponomarenko, Volodymir, Laptiev, Oleksandr, Milov, Oleksandr, Korol, Olha, Milevskyi, Stanislav, Pohasii, Serhii, Tkachov, Andrii, Shmatko, Olexander, Melenti, Yevgen, Sievierinov, Оleksandr, Ostapov, Sergey, Gavrilova, Alla, Tsyhanenko, Oleksii, Herasimov, Sergey, Nyemkova, Elena, Tomashevsky, Bogdan, Hrod, Ivan, Opirskyy, Ivan, Zvieriev, Volodymyr, Prokopenko, Oleksandr, Savchenko, Vitalii, Barabash, Oleg, Sobchuk, Valentyn, Shuklin, German, Khvostenko, Vladyslav, Tymochko, Oleksandr, Pavlenko, Maksim, Trystan, Andrii, Florov, Serhii

“…The concept of information security in social networks, based on mathematical models of data protection, taking into account the influence of specific parameters of the social network, the effects on the network are proposed in second chapter. …”
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Econometric modeling of managerial decisions at the macro and micro levels Autor Chernega, Oksana, Yakovenko, Uyrii, Chepurnova, Anastasia, Makieieva, Oleksandra, Nieizviestna, Olena, Ivanova, Natalia, Koverza, Viktorija, Kotkovskyi, Volodymyr, Tryhubchenko, Yevhenii, Kozhukhova, Tetiana, Bocharova, Yuliia, Shevchenko, Lyubov, Barabanova, Valentina, Yankovsky, Valery, Lyzhnyk, Yuliia, Vorobiova, Yuliia, Koshel, Viktoriia, Gorina, Ganna, Bohatyryova, Galina, Nikolaіchuk, Olha, Revutska, Svitlana, Pryimak, Nataliia, Nykyforov, Radion, Romanykha, Oleksandr, Khavrova, Kateryna, Lokhman, Nataly, Kolchuk, Maria, Kravtsov, Alexander, Klevtsov, Eugene

“…Practical aspects highlight the feasibility of using econometric methods and at the stage of justifying managerial decisions – the use of econometric methods in accordance with the scope of application, taking into account its specificity and state: a matrix "economic security – standard of living – innovative development" has been developed to justify the decision on the application of strategies to ensure economic security through changes in the level of innovative development and the standard of living of the population of the region (transformation strategy, innovative development strategy, human development strategy and growth strategy) on the basis of correlation-regression analysis, calculation of partial elasticity coefficients, a potentially most effective variant of reconfiguring the functional components of the innovation infrastructure was established; a model of authentic management of the development of the Ukrainian tourist services market has been developed, which assumes the use of specific mechanisms of authentic management and accounting for the authenticity of the cultural and historical resources of local tourism markets, the asymmetry of infrastructural and socio-economic development of markets, the spatial polarization of the location of climatic and recreational factors of local tourist markets; based on the results of the taxonomic analysis of the state of the hotel and restaurant industry, managerial solutions were proposed for the implementation of the strategy for the development of the hotel and restaurant industry for the coming period, including activities at the national level and at the level of individual business entities; an algorithm for making optimal decisions based on the development of the innovative potential of personnel has been developed: defining the problems of enterprise development; search for the reasons for the retardation of the development of the enterprise; determination of the reasons for the retardation of the development of the enterprise; determination of optimal solutions depending on the formulated problem; development of recommendations for achieving strategic goals, based on the construction of a "tree of opportunities"; a cognitive map (graph) of the process of making strategic decisions in the sphere of making strategic changes at mining and processing enterprises was built taking into account the influence of the following concepts: goals of strategic changes; the goals of the enterprise strategy implementation; the duration of the change lag; the level of encouragement of the team of changes; threshold opportunities for strategic change; unique opportunities for strategic change; average opportunities for strategic change; sufficiency of the potential for strategic changes; resistance to change; fiduciary corporate culture.…”
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Problems and prospects of development of the road transport complex: financing, management, innovation, quality, safety – integrated approach Autor Levchenko, Iaroslava, Dmytriiev, Illia, Dmytriieva, Oksana, Shevchenko, Inna, Britchenko, Igor, Tripak, Marian, Humeniuk, Iryna, Toporivska, Yaroslava, Luchyk, Svitlana, Luchyk, Vasil, Khoroshylova, Iryna, Kryvoruchko, Oksana, Poyasnik, Georgiy, Fedotova, Iryna, Shersheniuk, Olena, Prokopenko, Mykola, Vazov, Radostin, Dohadailo, Yana, Kyrchata, Iryna, Kovalova, Tetiana, Lošonczi, Peter, Vodolazhska, Tetiana, Yarmak, Tetiana, Marusheva, Oleksandra, Nepomnyashchyy, Oleksandr, Bocharova, Nadiia, Dokunina, Kateryna, Popova, Anzhela, Diegtiar, Oleg, Bezpartochnyi, Maksym, Nadtochii, Iryna, Pulianovych, Olena, Skakalina, Olena

“…Methodological support for quality management of transport and logistics services has been developed, which includes a certain procedure and a set of appropriate methods for implementing this activity based on the application of the scenario approach and algorithmization of procedures for obtaining possible states of operation of modern transport and logistics sector objects. …”
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Capitalism in the Platform Age

“…These platforms serve as standards-based techno-economic systems that simultaneously capture cooperation through remote coordination and organize labor via algorithm management. …”
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eHealth Innovative Approaches and Applications

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Ways of Thinking in STEM-based Problem Solving

“…Taking a future-oriented approach, this book addresses students’ ways of thinking in STEM-based problem solving. …”
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Chapter STEM in a changing world Autor Skilling, Karen, Park, Wonyong

“…Taking a future-oriented approach, this book addresses students’ ways of thinking in STEM-based problem solving. …”
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MODERN METHODS OF ENSURING INFORMATION PROTECTION IN CYBERSECURITY SYSTEMS USING ARTIFICIAL INTELLIGENCE AND BLOCKCHAIN TECHNOLOGY Autor Harasymchuk, Oleh, Opirskyy, Ivan, Partyka, Olha, Susukailo, Vitalii, Piskozub, Andrian, Sabodashko, Dmytro, Vasylyshyn, Sviatoslav, Obshta, Anatoliy, Kurii, Yevhenii, Zhuravchak, Danyil, Tyshyk, Ivan, Partyka, Andrii, Haraniuk, Petro, Kret, Taras, Yuzevych, Volodymyr, Otenko, Viktor, Nakonechnyy, Yuriy, Dzianyi, Nazarii, Bortnik, Leonid, Stakhiv, Marta, Lukovskyy, Taras, Horpenyuk, Andriy, Voytusik, Stepan, Kuten, Roman, Kolbasynskyi, Ivan, Besaha, Khrystyna, Furdas, Yurii, Isakov, Oleksandr, Andriiv, Roman, Tsebak, Oleh

“…The developed model of a dynamic system of active traps based on software decoys using Blockchain technology integrates decentralized and automatically updated attributes of traps. …”
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PROJECT MANAGEMENT: INDUSTRY SPECIFICS Autor Ievlanov, Maksym, Vasiltcova, Nataliya, Neumyvakina, Olga, Panforova, Iryna, Naumenko, Maksym, Hrashchenko, Iryna, Tsalko, Tetiana, Nevmerzhytska, Svitlana, Krasniuk, Svitlana, Kulynych, Yurii, Myronenko, Viktor, Pozdniakov, Andrii, Ziubryk, Yaroslav, Samsonkin, Valerii, Riabushko, Ivan, Malanchuk, Oksana, Тryhuba, Аnatoliy, Rogovskii, Ivan, Titova, Liudmyla, Berezova, Liudmyla, Korobko, Mykola, Prokudin, Georgii, Lebid, Viktoriia, Chupaylenko, Oleksii, Khobotnia, Tetiana, Roi, Maksym, Holovatiuk, Mykhailo

“…As examples of hierarchical clustering methods, the agglomerative clustering method AGNES using the nearest neighbor algorithm and the divisive clustering method DIANA have been proposed. …”
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INFORMATION AND CONTROL SYSTEMS: MODELLING AND OPTIMIZATIONS Autor Litvinenko, Olexander, Kashkevich, Svitlana, Shyshatskyi, Andrii, Dmytriieva, Oksana, Neronov, Serhii, Plekhova, Ganna, Zhyvylo, Yevhen, Kuchuk, Nina, Kuvshynov, Oleksii, Yefymenko, Oleksandr, Veretnov, Andrii, Kuchuk, Heorhii, Davydov, Viacheslav, Beketov, Yurii, Dmytriiev, Illia, Shevchenko, Inna, Lytvynenko, Oleksandr, Shabanova-Kushnarenko, Lyubov, Apenko, Nataliia

“…Separate sections include issues of evaluation and management of organizational and technical systems. These methods are based on metaheuristic algorithms. Assessment of the state of organizational and technical systems makes it possible to determine their state, taking into account the type of uncertainty about the available information, about their state, and in the future to develop adequate and reliable management decisions, taking into account the noise (distortion) of the data circulating in the organizational and technical system The authors' research is supported by appropriate analytical expressions, graphic dependencies, and table values. …”
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X-Machines for Agent-Based Modeling Autor Kiran, Mariam

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Sistemi voltati complessi Autor Argiolas, Raffaele

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Principle of Architecture, Protocol, and Algorithms for CoG-MIN Autor Li, Hui, Bai, He

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Metapolitics, Algorithms and Violence Autor Maly, Ico

“…Metapolitics, Algorithms and Violence argues that we need a more finegrained approach to understand contemporary far-right violence – an approach that takes language and cultural production in a digital economy seriously. …”
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