Improvement of personnel management of internal affairs bodies on the basis of system analysis procedures by A. V. Rybak, R. M. Danilov

“…To solve the identified problems, the authors propose the following technologies: calculation of the profitability of the work of territorial divisions of the Ministry of Internal Affairs of Russia, which allows to assess the necessary and sufficient level of efficiency of the use of all types of resources in the performance of official tasks; development of a methodology for calculating the personnel needs of territorial divisions of the Ministry of Internal Affairs of Russia, taking into account the complexity of their activities, workload and regional characteristics; introduction of a new approach to assessing the activities of divisions The Ministry of Internal Affairs of Russia, based on the separation of the reporting system and the evaluation system, improving personnel policy in terms of making the service in the Department of Internal Affairs more attractive, taking into account the new values of modern society. …”
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A discussion of S.M. Krylov’s book «Neocybernetics» (2008) by E. S. Gornev, I. V. Matyushkin

“…Although the foundations of this approach were laid in 1930s–1960s within the framework of logical and mathematical research, its expansion is inevitable when using self-organization processes to obtain functional supramolecular structures in technological processes of nanoelectronics (for example, DNA origami engineering). The issues of complexity quantification for a product itself (structure) and its manufacturing technology, or, according to Krylov, the complexity of technological automata, have become even more relevant than before. …”
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Investigation of a Multi-Strategy Ensemble Social Group Optimization Algorithm for the Optimization of Energy Management in Electric Vehicles by Aala Kalananda Vamsi Krishna Reddy, Komanapalli Venkata Lakshmi Narayana

“…Furthermore four complex problems on electric vehicle (EV) optimization namely, the optimal power flow problem with EV loading for IEEE 30 bus system (9 Cases) and IEEE 57 bus-system (9 cases) optimal reactive power dispatch with uncertainties in EV loading and intermittencies with PV and Wind energy systems for IEEE 30 bus system (25 scenarios), dynamic EV charging optimization (3 cases) and energy-efficient control of parallel hybrid electric vehicle (3 cases with 2 scenarios) covering the domains of power systems, energy and control optimization have been considered for validation through the proposed multi-strategy ensemble method and fifteen other state-of-the-art advanced and modern algorithms. …”
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Current state and development trends of livestock in the Republic of Kazakhstan by S. M. Yessengaliyeva, M. A. Mansurova, A. D. Makhmudov, L. V. Fedorchenko

“…The dynamics and structure of costs in the country’s livestock industry are also considered.Today, one of the most pressing problems in the development of the agro-industrial complex is the low level of labor productivity due to low automation and digitalization of technological processes. …”
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ORTHOSTATIC TACHYCARDIA: DIAGNOSTIC AND PROGNOSTIC VALUE OF VERY LOW FREQUENCY OF HEART RATE VARIABILITY by A. N. Fleishman, I. D. Martynov, S. A. Petrovsky, T. V. Korablina

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Ensuring healthy environment: mechanisms of cluster structures development in the field of waste management by Yevhen Mishenin, Janusz Klisinski, Inessa Yarova, Andrii Rak

“…Features of the formation of the complex mechanism of cluster management have been outlined. …”
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Semantic models and tools for the development of artificial neural networks and their integration into knowledge bases by M. V. Kovalev

“…The specifications of the ANN representation model in the knowledge base, the agent-based model for the development and interpretation of the ANN, which ensures the integration of the ANN into knowledge bases at all selected levels, as well as the method for classifying knowledge base entities using a graph neural network, have been developed.Conclusion. The developed models and tools allow integrating any trained ANNs into the knowledge base of the intelligent system and using them to solve complex problems within the framework of OSTIS technology. …”
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Systems approaches in public health: beyond mapping the causes by Loes Crielaard, Mary Nicolaou, Andrew D. Brown, S. Coosje Dijkstra, Fleur ter Ellen, Leonie K. Elsenburg, Angie Luna Pinzon, Wilma E. Waterlander, Karien Stronks

“…In public health, systems approaches have prioritised understanding the current system by describing the causes of a complex problem – e.g. obesity – as a system. …”
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mTanh: A Low-Cost Inkjet-Printed Vanishing Gradient Tolerant Activation Function by Shahrin Akter, Mohammad Rafiqul Haider

“…Activation functions are essential in neural networks as they introduce nonlinearity, enabling machine learning models to capture complex patterns. However, widely used functions such as Tanh and sigmoid often suffer from the vanishing gradient problem, limiting the depth of neural networks. …”
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An Efficient Tourism Path Approach Based on Improved Ant Colony Optimization in Hilly Areas by Mohamed A. Damos, Wenbo Xu, Jun Zhu, Ali Ahmed, Abdolraheem Khader

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Majorisation‐minimisation algorithm for optimal state discrimination in quantum communications by Neel Kanth Kundu, Prabhu Babu, Petre Stoica

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Improving Image Quality and Controllability in Speed + Angular Velocity to Image Generation Through Synthetic Data for Driving Simulator Generation by Yuto Imai, Tomoya Senda, Yusuke Kajiwara

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GRID-system Based on European EGI Standards for Large-scale Calculations Using the Original Accelerated Method of Quantum Chemistry by Nikolay A. Anikin, Alexander Y. Muskatin, Mikhail B. Kuzminsky, Alexandr I. Rusakov

“…The relevance and effectiveness of batch processing systems (we use Torque 4.2.10) in quantum chemical calculations is increased for mass calculations of docking complexes (including for drug modeling problems), for which an improved semiempirical method with more efficient approximations was proposed, implemented in the Fortran-95 LSSDOCK software package. …”
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AVIONICS TECHNICAL OPERATION SYSTEM AND SCIENTIFIC BASIS FOR ITS FORMATION by S. V. Kuznetsov

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A measure of the difference between test sets for generating controlled random tests by V. N. Yarmolik, V. V. Petrovskaya, I. Mrozek

“…The main attention is paid to binary test sets, when the task of calculating given difference metric is reduced to the classical assignment problem using the Hungarian algorithm. The computational complexity of the Hungarian algorithm is estimated by the relation O(n4). …”
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STATISTICAL ANALYSIS THE FOOD SECURITY OF THE RUSSIAN FEDERATION IN THE REGIONAL CONTEXT by M. Mikhaylov, M. Belikova

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Models and automation technologies for the curriculum development by V. N. Volkova, A. A. Efremov, A. V. Loginova, D. A. Kabinetskaja, M. A. Tambaum

“…The aim of the research was to determine the sequence of the curriculum development stages on the basis of the system analysis, as well as to create models and information technologies for the implementation of thesestages.The methods and the models of the systems’ theory and the system analysis, including methods and automated procedures for structuring organizational aims, models and automated procedures for organizing complex expertise.On the basis of the analysis of existing studies in the field of curriculum modeling, using formal mathematical language, including optimization models, that help to make distribution of disciplines by years and semesters in accordance with the relevant restrictions, it is shown, that the complexity and dimension of these tasks require the development of special software; the problem of defining the input data and restrictions requires a large time investment, that seems to be difficult to provide in real conditions of plans’ developing, thus it is almost impossible to verify the objectivity of the input data and the restrictions in such models. …”
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Advanced Optimization of Flowshop Scheduling with Maintenance, Learning and Deteriorating Effects Leveraging Surrogate Modeling Approaches by Nesrine Touafek, Fatima Benbouzid-Si Tayeb, Asma Ladj, Riyadh Baghdadi

“…While surrogate-assisted metaheuristics have gained attention in recent years, their application to complex scheduling problems such as the Permutation Flowshop Scheduling Problem (PFSP) under learning, deterioration, and maintenance effects remains largely unexplored. …”
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Machine Learning in Active Power Filters: Advantages, Limitations, and Future Directions by Khaled Chahine

“…Machine learning (ML) techniques have permeated various domains, offering intelligent solutions to complex problems. …”
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TWO-PARAMETER IRT MODEL APPLICATION TO ASSESS PROBABILISTIC CHARACTERISTICS OF PROHIBITED ITEMS DETECTION BY AVIATION SECURITY SCREENERS by A. K. Volkov, D. V. Aidarkin, A. K. Volkov

“…The important feature of implementing IRT models logistic functions is the necessity of preliminary selection of test images. Test x-ray images have to be selected in the ascending order of their complexity taking into consideration the influence of various factors.The suggested model may be applied both in the field of improving of aviation security screeners’ training methods to provide screening procedures, and while solving problems of increasing the efficiency of the screening system functioning.…”
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