Accurate Solar Radiation Forecasting Through Feature-Enhanced Decision Trees and Wavelet Decomposition by Gaizen Soufiane, Abbou Ahmed, Fadi Ouafia

“…This study explores the efficacy of the decision tree algorithm in predicting solar power generation, addressing the inherent variability in photovoltaic (PV) energy production due to weather conditions. …”
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Joint Latency-Energy Minimization for Fog-Assisted Wireless IoT Networks by Farshad Shams, Vincenzo Lottici, Zhi Tian

“…Numerical results obtained using realistic models are presented to corroborate the effectiveness of the proposed algorithm.…”
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Therapeutic options to cytokine release syndrome in patients with COVID-19 by Urbano Solis Cartas, Jose Pedro Martinez Larrarte

“…The rapid spread of the disease, as well as the number of infections, complications and deaths, constitute the main distinctive elements of the disease. The inflammatory process, given by a high production of proinflammatory cytokines, forms the basis of respiratory complications. …”
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Modeling and Parameter Identification of MR Damper considering Excitation Characteristics and Current by Shuguang Zhang, Wenku Shi, Zhiyong Chen

“…Smart structures such as damping adjustable dampers made of magnetorheological (MR) fluid can be used to attenuate vibration transmission in vehicle seat suspension. The main research content of this paper is the nonlinearity and hysteresis characteristics of the MR damper. …”
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METHODOLOGY TO IMPROVE THE ACCURACY OF DETERMINING THE POSITION OF UAVS EQUIPPED WITH SINGLE-FREQUENCY RECEIVERS FOR THE PURPOSES OF GATHERING DATA ON AVIATION OBSTACLES by Marta LALAK, Kamil KRASUSKI, Damian WIERZBICKI

“…The paper presents a research experiment aimed at improving the accuracy of the determination of the coordinates of UAV for the SPP method, in real time. The algorithm of the SPP method was improved with the use of IGS products.…”
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Steady-state Optimization of Complex System Operating Parameters Based on Association Rules by Yan Junwei, Li Kun, Zhou Xuan, Wang Bingwen, Lu Zedong

“…Based on the division of typical working conditions, the Apriori algorithm was used to determine the relationship between the main operating parameters and performance indices under the quasi-steady operating conditions of chillers and the parameters were optimized. …”
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Approximation of inverse problems for fractional differential equations in abstract spaces by Santosh Ruhil, Muslim Malik, Kottakkaran Sooppy Nisar, Fahad Sameer Al Shammari

“…This article focuses on approximating a fractional-order inverse problem (IP) for an abstract differential equation in a Hilbert space. The main tools to find out the results are fixed-point methods, the α-resolvent family, and optimal control (OC) theory. …”
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Construction of a Parallel Training Environment Model for Multi-Agent Deep Reinforcement Learning in Far-Sea Aerial Confrontation by Zhang Yuan, Wang Jiangnan, Wang Wei, Li Xuan

“…This study selects 18-dimensional state space and 7-dimensional action space, and constructs a multi-reward system with the main line and 10 sub-objectives. This approach solves the problems of algorithm difficulty in convergence caused by poor guidance of sparse rewards and high dimensional space. …”
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Design of turning hydraulic engines for manipulators of mobile machines on the basis of multicriterial optimization by Lagerev I.A., Shatunova E.A.

“…In this paper the mathematical models of the main types of turning hydraulic engines, which at the present time widely used in the construction of handling systems of domestic and foreign mobile transport-technological machines wide functionality. …”
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Intelligent CO2 Monitoring for Diagnosis of Sleep Apnea Using Neural Cryptography Techniques by Manar Ahmed Hamza, Maha M. Althobaiti, Ola Abdelgney Omer Ali, Souad Larabi-Marie-Sainte, Majdy M. Eltahir, Anwer Mustafa Hilal, Mesfer Al Duhayyim, Ishfaq Yaseen

“…Many research works have been developed; the main issues are inaccurate and inefficient prediction of carbon available in the various feedstock of biomass wastage. …”
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Journalism in the era of panmedia outreach: Systematic literature review by M.V. Zagidullina

“…The objectives of the paper are as follows: firstly, to analyze the scope of the “journalism” concept in modern academic discourse; secondly, to introduce an algorithm for analysis of scientific views based on the SLR (Systematic Literature Review) method. …”
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Cotton Disease Detection Using TensorFlow Machine Learning Technique by Sandeep Kumar, Rajeev Ratan, J. V. Desai

“…Agriculture is a main source of income for farmers in India. Farmers produce many seasonal local crops based on their location. …”
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Synthesis of shared aperture thinned interleaved arrays with elements in concentric rings by Zhigang GU, Longjun LI, Jikuan HU

“…Among planar array antennas, concentric ring array (CRA) antennas have received considerable interest since it is symmetric and provides invariant beam pattern for 360° azimuthal coverage.In case of limited antenna aperture, there is great value to thinned interleaved CRA with low peak side lobe levels and a narrow main beam.The application of the cubic interpolation and density-weighting method in shared aperture array design was demonstrated by the low peak side lobe level synthesis of CRA.By adopting the Fourier-Bessel transform the relationship between the element’s excitation and array pattern, thinned interleaved problems were formulated as time-frequency synthesis problems.On the basis of the density-weighting method, element excitations of interleaved sub-array were carefully selected in an odd-even manner, which ensured the pattern matching of the generated sub-array.The iterative FFT algo rithm was adopted to thin the concentric ring array.Simulation results show that the proposed algorithm can achieve a favorable thinned and interleaved concentric ring array design with matched power patterns and low peak sidelobe levels.The problem of thinned and interleaved concentric ring arrays is solved, and the design of multi-function shared aperture thinned interleaved arrays with elements in concentric rings is realized.…”
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Recommendations for Validation of Automated Viable Cell Counting Methods (Review) by M. A. Vodyakova, N. S. Pokrovsky, E. V. Melnikova, V. A. Merkulov

“…We described the validation algorithm for an automated cell counter, including such steps as the selection of reference standards, selection of the number of experimental points, experimental design, mathematical evaluation of the obtained results, and determination of the acceptance criteria.Conclusion. …”
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Implementasi Machine Learning untuk Pengenalan Penggunaan Makeup by Fetricia Wulandari, Rian Ferdian

“…It uses the Haar Cascade algorithm for face detection and a Support Vector Machine (SVM) classifier to categorize faces into three main shapes: round, oval, and square. …”
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Adaptive Forming of the Beam Pattern of Microstrip Antenna with the Use of an Artificial Neural Network by Janusz Dudczyk, Adam Kawalec

“…This paper presents the training neural network algorithm with the selection of optimal network structure. …”
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Control and Stability Analysis of Double Time-Delay Active Suspension Based on Particle Swarm Optimization by Kaiwei Wu, Chuanbo Ren

“…Aiming at the application of time-delay feedback control in vehicle active suspension systems, this paper has researched the dynamic behavior of semivehicle four-degree-of-freedom structure including an active suspension with double time-delay feedback control, focusing on analyzing the vibration response and stability of the main vibration system of the structure. The optimal objective function is established according to the amplitude-frequency characteristics of the system, and the optimal time-delay control parameters are obtained by using the particle swarm optimization algorithm. …”
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Stability of multispan rods by L. A. Baragunova, M. M. Shogenova

“…To find the critical forces of a multi-span rod on elastic supports, a simple algorithm for solving problems is given.…”
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Calculation of Tool Offset and Tool Radius Errors Based on On-Machine Measurement and Least Squares Method in Ultra-Precision Diamond Turning by Yao Peng, Han Ding, Dong Zhang, Miao Luo

“…However, for the tool offset error and tool radius error, which are the main errors in UP diamond turning, no precise and efficient calculation method has been found in the literature. …”
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Synthesis of shared aperture thinned interleaved arrays with elements in concentric rings by Zhigang GU, Longjun LI, Jikuan HU

“…Among planar array antennas, concentric ring array (CRA) antennas have received considerable interest since it is symmetric and provides invariant beam pattern for 360° azimuthal coverage.In case of limited antenna aperture, there is great value to thinned interleaved CRA with low peak side lobe levels and a narrow main beam.The application of the cubic interpolation and density-weighting method in shared aperture array design was demonstrated by the low peak side lobe level synthesis of CRA.By adopting the Fourier-Bessel transform the relationship between the element’s excitation and array pattern, thinned interleaved problems were formulated as time-frequency synthesis problems.On the basis of the density-weighting method, element excitations of interleaved sub-array were carefully selected in an odd-even manner, which ensured the pattern matching of the generated sub-array.The iterative FFT algo rithm was adopted to thin the concentric ring array.Simulation results show that the proposed algorithm can achieve a favorable thinned and interleaved concentric ring array design with matched power patterns and low peak sidelobe levels.The problem of thinned and interleaved concentric ring arrays is solved, and the design of multi-function shared aperture thinned interleaved arrays with elements in concentric rings is realized.…”
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