INTEGRAL ASSESSMENT OF EFFICIENCY OF A FLEET OF AGRICULTURAL MACHINERY AND TRACTORS by V. M. Korotchenya

“…Because the theoretical ideal does not exist, efficiency of an agricultural sector, e.g. in Russia and of its fleet of agricultural machinery and tractors, is measured against agriculture of another country with maximum productivity efficiency of which is accepted as equal to unity or 100 percent. The calculation can be made on the basis of the Data Envelopment Analysis method. …”
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Intelligent Prediction Platform for Sepsis Risk Based on Real-Time Dynamic Temporal Features: Design Study by Mingwei Zhang, Ming Zhong, Yunzhang Cheng, Tianyi Zhang

“…ResultsThe sepsis prediction model demonstrated robust performance in the test cohort (224 patients), achieving an accuracy of 0.7 (95% CI 0.68-0.71), precision of 0.69 (95% CI 0.68-0.71), F1-score of 0.69 (95% CI 0.67-0.70), and area under the receiver operating characteristic curve of 0.76 (95% CI 0.74-0.77). The TreeSHAP method effectively visualized feature contributions, enabling clinicians to interpret the model’s prediction logic and identify anomalies. …”
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Research on the Sparse Representation for Gearbox Compound Fault Features Using Wavelet Bases by Chunyan Luo, Changqing Shen, Wei Fan, Gaigai Cai, Weiguo Huang, Zhongkui Zhu

“…Sparse representation is one of the effective methods for feature extraction from strong background noise. …”
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Towards a fully automated underwater census for fish assemblages in the Mediterranean Sea by Kilian Bürgi, Charles Bouveyron, Diane Lingrand, Benoit Derijard, Frédéric Precioso, Cécile Sabourault

“…In most cases, Underwater Visual Census (UVC) is the preferred method, however this can be costly in terms of human effort and is limited by meteorological and logistical factors. …”
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Chronic lymphocytic leukemia (CLL) screening and abnormality detection based on multi-layer fluorescence imaging signal enhancement and compensation by Lemin Shi, Ping Gong, Mingye Li, Dianxin Song, Hao Zhang, Zhe Wang, Xin Feng

“…This study aims to enhance FISH signal clarity, improve screening efficiency, and reduce false negatives through an automated image acquisition and signal enhancement framework. Methods An automated workflow was developed, integrating a dynamic signal enhancement method that optimizes global and local features. …”
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Explainable fully automated CT scoring of interstitial lung disease for patients suspected of systemic sclerosis by cascaded regression neural networks and its comparison with expe... by Jingnan Jia, Irene Hernández-Girón, Anne A. Schouffoer, Jeska K. de Vries-Bouwstra, Maarten K. Ninaber, Julie C. Korving, Marius Staring, Lucia J. M. Kroft, Berend C. Stoel

“…Abstract Visual scoring of interstitial lung disease in systemic sclerosis (SSc-ILD) from CT scans is laborious, subjective and time-consuming. …”
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ARITHMETIC PROGRESSION APPLICATION FOR SOLVING OF HIGH DEGREES ALGEBRAIC EQUATIONS by V. M. Ilyin

“…A new method for solving of algebraic equations with the maximum number of different real roots equal degree n (fourth and above) is given.…”
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Multi-objective Optimization of Electricity-Gas-Heat Integrated Energy System Based on Improved NSGA-Ⅱ Algorithm by Meng JIANG, Yu HUANG, Weihan LIAO, Jianlian ZHANG, Youwen ZHANG, Chuangxin GUO

“…Dimensional reduction and dynamic adjustment were applied to improve the probability of finding feasible solutions under high-dimension equality constraints. An example was analyzed to prove the validity of the proposed method.…”
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Two-Level Clustering Algorithm for Cluster Head Selection in Randomly Deployed Wireless Sensor Networks by Sagun Subedi, Shree Krishna Acharya, Jaehee Lee, Sangil Lee

“…The simulation results show that, in comparison with state-of-the-art methodologies, our proposed method significantly enhanced the system lifetime.…”
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THE EFFECT OF ELASTIC STRESS ON THE PROCESS OF OBTAINING InGaAs/AlGaAs QUANTUM WELL BY MOCVD by Т. А. Bagaev, М. А. Ladugin, А. А. Padalitsa, А. А. Marmalyuk

“…The effective critical stress, which leads to misfit dislocations formation, was found and equals to 0.014mGaAs (where mGaAs is rigidity modulus in GaAs). …”
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The Optimal Design of HVDC Transmission Lines for the Improvement of Reactive Power Distribution Using Genetic Algorithm by Ali Mohammadi

“…Results indicate the effectiveness of the proposed method in the optimization of power distribution and the design of HVDC lines.…”
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New Approaches to Surgical Treatment of Patients with Advanced Stage of Proliferative Diabetic Retinopathy by A. V. Malyshev, A. F. Teshev, A. S. Golovin

“…All patients were divided into the following two groups, equal in age, gender and visual status of the “healthy” eye: the main group (MG, 69 patients, 69 eyes), who underwent VE was performed according to the developed method and a control group (CG, 63 patients, 63 eyes), in which VE was performed according to the traditional method.Results. …”
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Didgital-art цінних паперів by Oleh Kardash, Viktor Chelombitko

“…System-comparative analysis of existing areas of digital art and graphic design; hermeneutic analysis; methods of geometric means adapted to graphic visualization; methods of analytical geometry. …”
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Enhancing VINS with Smart Feature Grading: Overcoming Cautious and Excessive Removal of Dynamic Features for Robust Urban Localization by M. Adham, M. Adham, W. Chen, A. Mansour, A. Mansour, M. Mahmoud, M. Mahmoud, Y. Li

“…To address these issues, we propose a novel VINS method that combines visual and inertial information with a smart feature grading module to overcome cautious and excessive dynamic feature removal, effectively handling the complexities of dominant and ambiguous dynamic objects beyond the limitations of traditional DL and vision-based methods. …”
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Building a Statistical Model to Detect Foreground Objects and using it in Video Steganography by Mithal Hadi Jebur, Fanar Ali Joda, Mohammed Abdullah Naser

“…The experimental results showed the better visual quality of the stego video with PSNR values exceeding 58 dB, this indicates that the proposed method works without causing much distortion in the original video and transmitted secret message. …”
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Optimal Viewpoint Assistance for Cooperative Manipulation Using D-Optimality by Kyosuke Kameyama, Kazuki Horie, Kosuke Sekiyama

“…This study proposes a D-optimality-based viewpoint selection method to improve visual assistance for a manipulator by optimizing camera placement. …”
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Monte Carlo Simulations for Resolving Verifiability Paradoxes in Forecast Risk Management and Corporate Treasury Applications by Martin Pavlik, Grzegorz Michalski

“…We used Monte Carlo simulation as the numerical method. The following analytical methods were used: conditional probability, Bayes’ rule and Bayes’ rule with multiple conditions. …”
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Data structures for deductive simulation of HDL conditional operators by Євгеній Шовковий, Олена Гриньова, Сергій Удовенко, Лариса Чала

“…The subject of research is methods of automated sign language translation using intelligent technologies. …”
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Combining Cirrus and Aerosol Corrections for Improved Reflectance Retrievals over Turbid Waters from Visible Infrared Imaging Radiometer Suite Data by Bo-Cai Gao, Rong-Rong Li, Marcos J. Montes, Sean C. McCarthy

“…The two methods produce comparable retrieved results, but the second method is about 20 times faster than the spectrum-matching method. …”
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MICROBIAL TRANSFORMATION OF VEGETATIVE PLANT MASS RESIDUES WITH OBTAINING FEEDSTUFF FOR RUMINANTS by Valeria V. KIREYEVA

“…The results of the developed method of utilizing by-products of vegetative leguminous grass mass fractionating by bioconversion are presented. …”
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