Resultados de búsqueda - problem solving data processing.
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301
MATHEMATICAL MODELS FOR DETERMINING THE PARETO FRONT FOR BUILDING TECHNOLOGICAL PROCESSES OPTIONS UNDER THE CONDITIONS OF INTERVAL PRESENTATION OF LOCAL CRITERIA
Publicado 2023-08-01“…An example of the formation of the Pareto front in the problem of optimization of the technological process by the method of pairwise comparison according to the indicators of the duration of the technological cycle, reliability and specified costs is given. …”The subject of research in the article is decision-making support processes in the tasks of optimizing technological processes (TP) at the stages of their design or reengineering. The goal of the work is to improve the efficiency of technologies of automated design of TP due to the development of m...
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302
Study on modified Whitley model with different number and various methods of forming elite individuals
Publicado 2018-07-01“…The work objectives are the development of the modified Whitley model involving the Kron’s and PlotnikovZverev’s algorithms to form elite individuals, as well as a software tool for solving the scheduling theory problem. It was necessary to obtain the best solution to this problem with various initial data followed by processing the results and identifying a modification of the Whitley model. …”Introduction. A comparative analysis of the modified Whitley model solutions through different methods of forming elite individuals is presented. The algorithms of Kron and Plotnikov-Zverev are used in the study for the formation of elite individuals. The work objectives are the development of the m...
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303
Use of machine learning techniques for modeling of snow depth
Publicado 2017-04-01“…Estimating of a spring flood runoff or a rain-flood on mountainous rivers requires understanding of the snow cover dynamics on a watershed. In our work, solving a problem of the snow cover depth modeling is based on both available databases of hydro-meteorological observations and easily accessible scientific software that allows complete reproduction of investigation results and further development of this theme by scientific community. …”Snow exerts significant regulating effect on the land hydrological cycle since it controls intensity of heat and water exchange between the soil-vegetative cover and the atmosphere. Estimating of a spring flood runoff or a rain-flood on mountainous rivers requires understanding of the snow cover dyn...
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304
Determination of Dynamic Stresses and Displacements under the Action of an Impact Load on a Two-Layer Structure during the Indentation Process
Publicado 2024-09-01“…In the course of the research, it became known that vibrations associated with the transition to the plasticity zone occurred in the 2 mm zone, and elastic damping vibrations occurred below this zone. We solved the classification problem for the top layer of the material with changing characteristics of the base. …”Introduction. Numerous researchers of the reliability of building structures pay attention to hardness, an important characteristic of the structural material. It is determined by indentation — pressing the tip of the tool into the surface. The advantages of dynamic indentation methods and the distr...
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305
Algorithm for the analysis of kinematic characteristics of running
Publicado 2020-12-01Enlace del recursoBiomechanics of motor actions solves the problems of analysis of external motor events - kinematic and dynamic movement parameters. Inertial measurement devices such as gyroscope and accelerometer are used for biomechanical analysis of human movements. The paper describes an algorithm for analysis o...
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306
Formulation of multicriteria problem of routing and scheduling of manned and unmanned aircraft in a dynamic environment and approach to its solution using genetic algorithms
Publicado 2018-10-01“…The authors describe the urgency of the problem being solved for the airline management under the conditions of the existing changes in the dynamic situation with a great variety of flight situations. …”The article deals with the multi-criteria task of routing and scheduling of unmanned and manned aircraft using the method of penalty functions. The authors describe the urgency of the problem being solved for the airline management under the conditions of the existing changes in the dynamic situatio...
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307
Limited Data Availability in Building Energy Consumption Prediction: A Low-Rank Transfer Learning with Attention-Enhanced Temporal Convolution Network
Publicado 2025-07-01“…Building energy consumption prediction (BECP) is the essential foundation for attaining energy efficiency in buildings, contributing significantly to tackling global energy challenges and facilitating energy sustainability. However, while data-driven methods have emerged as a crucial method to solving this complex problem, the limited availability of data presents a significant challenge to model training. …”Building energy consumption prediction (BECP) is the essential foundation for attaining energy efficiency in buildings, contributing significantly to tackling global energy challenges and facilitating energy sustainability. However, while data-driven methods have emerged as a crucial method to solvi...
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308
Digital Twin Framework for 5-axis Milling Machining
Publicado 2025-02-01“…In order to solve this problem, a four dimensional digital twin framework is designed in this paper. …”Digital twin technology can reflect the evolution of the real world to a high extent by building a virtual digital model of the real world and interacting with the real world in real time. For safety reasons, in CNC machining, protection devices limit the viewing angle, and due to cutting fluid i...
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309
Development of the index of idiopathic lobular panniculitis activity on the basis of the clinical and laboratory characteristics of a series of clinical observations (the authors'...
Publicado 2018-01-01Enlace del recursoIdiopathic lobular panniculitis (ILP) is regarded as a clinical and pathological variant of lobular panniculitis with typical clinical symptoms. To assess the nature of the disease and to solve therapy problems, there is a need to clarify and grade disease activity, which is the basis for this inves...
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310
ASCERTAINMENT OF THE EQUIVALENT CIRCUIT PARAMETERS OF THE ASYNCHRONOUS MACHINE
Publicado 2015-12-01“…The noted studies on the asynchronous machine equivalent-circuits parametrization fail to solve the problems ad finem or solve them with admissions. …”The article considers experimental and analytical determination of the asynchronous machine equivalent-circuit parameters with application of the reference data. Transient processes investigation of the asynchronous machines necessitates the equivalent circuit parameters (resistance impedance, induc...
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311
Composition Design and Property Prediction for AlCoCrCuFeNi High-Entropy Alloy Based on Machine Learning
Publicado 2025-06-01Enlace del recursoBased on the innovative mode driven by “data + artificial intelligence”, in this study, three methods, namely Gaussian noise (GAUSS Noise), the Generative Adversarial Network (GAN), and the optimized Generative Adversarial Network (GANPro), are adopted to expand and enhance the collected dataset of...
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312
Optimal Autonomous Control for Distribution Transformer Area With High Photovoltaic Penetration Based on CSBO-LSTM
Publicado 2025-01-01“…Furthermore, leveraging the advantage of LSTM in processing time-series data, a real-time response model is constructed through deep training to achieve rapid perception of grid status and dynamic control decisions. …”With the large-scale deployment of distributed photovoltaic (PV) and energy storage system (ESS) in distribution network transformer area, problems such as low management efficiency and difficult collaborative regulation have become increasingly prominent. To enhance the autonomous control capabilit...
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313
Opportunities and challenges of quantum computing for climate modeling
Publicado 2025-01-01Enlace del recursoAdaptation to climate change requires robust climate projections, yet the uncertainty in these projections performed by ensembles of Earth system models (ESMs) remains large. This is mainly due to uncertainties in the representation of subgrid-scale processes such as turbulence or convection that ar...
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314
Prospects and role of digital technologies in Russian healthcare reforming
Publicado 2020-03-01“…Modern digital technologies use can solve many problems of Russian healthcare system. …”Background. Modern digital technologies use can solve many problems of Russian healthcare system. The digital medicine development should be accompanied by the informatization of all participants of the process of providing medical services. Analysis and assessment of the changes taking place in soc...
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315
Using Graph Mining Method in Analyzing Turkish Loanwords Derived from Arabic Language
Publicado 2022-12-01Enlace del recursoLoanwords are the words transferred from one language to another, which become essential part of the borrowing language. The loanwords have come from the source language to the recipient language because of many reasons. Detecting these loanwords is complicated task due to that there are no standar...
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316
Detecting Anomalies in CPU Behavior Using Clustering Algorithms from the Scikit-Learn Library in Python Programming Language
Publicado 2024-03-01“…The central processing unit is the main computing component responsible for executing instructions and processing data. …”Modern computer systems are becoming increasingly complex. They provide us with many features, but sometimes anomalies in the system can negatively affect computer performance. In this case, the issue of anomaly detection is acute, since anomalous activity detected in time can prevent a cyber attack...
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317
Blockchain-Enabled Federated Learning in Healthcare: Survey and State-of-the-Art
Publicado 2025-01-01“…Federated learning solves such problems by distributing the learning process to several devices, but it also encounters problems like encouraging participants and model aggregation correctness. …”Advances in Internet of Medical Things technology, information and communication technologies, and machine learning have initiated the shift in healthcare towards smart healthcare. Centralization of health data to train ML models does pose privacy, ownership, and regulatory problems. Federated learn...
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318
PROSES BERPIKIR KOMPUTASIONAL SISWA BERDASARKAN PRIOR KNOWLEDGE
Publicado 2024-12-01“…Research was conducted to describe students' computational thinking processes in solving contextual problems based on previous knowledge. …”Prior knowledge is one of the primary factors in the birth of ideas in computational thinking. Solving problems in the 21st century requires computational thinking skills. The computational thinking process involves abstraction, design, decomposition, algorithms, and verification. Research was condu...
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319
Comparison of Deep Learning Sentiment Analysis Methods, Including LSTM and Machine Learning
Publicado 2023-11-01“…The purpose of the study is to evaluate certain machine learning models in data processing based on speed and efficiency related to the analysis of sentiment or consumer opinions in business intelligence. …”Purpose of research. The purpose of the study is to evaluate certain machine learning models in data processing based on speed and efficiency related to the analysis of sentiment or consumer opinions in business intelligence. To highlight the existing developments, an overview of modern methods and...
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320
Penentuan Guru Berprestasi Menggunakan Metode Analytical Hierarchy Process (AHP) dan VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR)
Publicado 2022-12-01“…The results of the test using a black box obtained a percentage of 100%, therefore the SPK research can be declared appropriate and the ranking results can solve the problems that exist in SMA N 2 Purbalingga. …”Guru merupakan bagian penting dalam memajukan suatu bangsa, karena guru dapat membimbing generasi penerus bangsa. Oleh karena itu penilaian guru berprestasi dibutuhkan untuk menciptakan generasi penerus bangsa yang baik. Penelitian AHP dan VIKOR bertujuan menghasilkan alternatif guru berprestasi di...
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