PROPERTIES OF NETWORKS BUILT ON DIGITAL IMAGES by Oleh Kushnir, Oleksiy Kravchuk, Volodymyr Franiv

“…Since both informative and noisy images reveal a small-worldliness, it would hardly be appropriate to associate this effect with the information load of the image.…”
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Design of a Drivable Area Segmentation Network Using a Field Programmable Gate Array Based on Light Detection and Ranging by Xue-Qian Lin, Jyun-Yu Jhang, Cheng-Jian Lin, Sheng-Fu Liang

“…The proposed DASNet utilizes depthwise separable convolution as a basis/platform for feature extraction to enable features to be efficiently extracted to reduce both the computational load and required network parameters. …”
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State financial audit: essence, scientific approaches to definition by N.G. Vyhovska, I.V. Lytvinchuk, A.V. Shinakov

“…The purpose of writing the article is to deepen theoretical approaches to the category of «state financial audit» and to highlight specific features of such an audit in order to clarify the conceptual apparatus in the field of control activities. …”
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The Course of Generalized Meningococcal Infection Caused by Meningococcus Serogroup W135 by M. V. Ivanova, N. V. Skripchenko, A. A. Vilnits, E. Yu. Gorelik, N. V. Matyunina, K. V. Serednyakov

“…The article describes the features of the course of generalized meningococcal infection caused by W135 serogroup meningococcus in children of various age groups. …”
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Influence of Current Transformer Saturation on Operation of Current Protection by F. A. Romaniouk, A. A. Tishechkin, V. I. Roumiantsev, I. V. Novash, N. N. Bobko, E. V. Glinsky

“…The paper shows the influence of an aperiodic component of transient current and secondary load on current  transformer errors.Peculiar operational features of measuring elements of electromechanical and microprocessor current protection with their joint operation with electromagnetic current transformers have been analyzed in the paper.…”
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About Frequency Characteristics of Electric Fields of Cylindrical Piezoceramic Antenna with Screen in the Form of an Open Ring Layer by O.I. Nyzhnyk, A.G. Leiko

“…It is shown that the radial symmetry of the electric load system of radiators and the loss of radial symmetry of the acoustic load of radiators in this system violates the identity of the electronic processes occurring in the piezoelectric elements in the system.…”
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Establishing principles of joint operation of belt conveyor drives in case of random slide deviations of their electric motors by Goncharov K.A.

“…The paper contains the results of the probabilistic modelling of joint operation of multidrive belt conveyors in case of their full load as well as without cargo. As a result, modelling demonstrates the need of additional reservation of drive power when designing multidrive belt conveyors. …”
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High-performance hydrogen energy generation via innovative metal-organic framework catalysts and integrated system design by Kenzhebatyr Zh. Bekmyrza, Kairat A. Kuterbekov, Asset M. Kabyshev, Marzhan M. Kubenova, Aliya A. Baratova, Nursultan Aidarbekov, Mesfin Diro Chaka, Natei Ermias Benti

“…The NiFe-MOF framework was first synthesized via a solvothermal method, which was then subjected to post-synthetic modification to introduce controlled platinum loadings (0.5-2.0 wt%). The pore structure was tuned using a mixed-linker strategy (H₄DOBDC ratios 1:0 to 1:1). …”
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Intradialytic Changes and Prognostic Value of Ventriculo-Arterial Coupling in Patients With End-Stage Renal Disease: Protocol for an Observational Prospective Trial by Alessandro Salustri, Giovanni Tonti, Gianni Pedrizzetti, Aizhan Zhankorazova, Zaukiya Khamitova, Bauyrzhan Toktarbay, Dinara Jumadilova, Marina Khvan, Dinara Galiyeva, Makhabbat Bekbossynova, Murat Mukarov, Alexey Kokoshko, Abduzhappar Gaipov

“…Recently, a noninvasive method for assessing left ventricular pressure-volume loop and ventriculo-arterial coupling (VAC) from feature-tracking cardiac magnetic resonance or echocardiography has been proposed. …”
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风电增速齿轮系统接触动力学建模与分析 by 赵阳, 穆塔里夫·阿赫迈德, 克里比努尔·巴热

“…The wind turbine acceleration gear model is established in accordance with the parameter accurate design method.Then three dimensional finite element models are built according to the gear pair of load and structural features.The contact dynamics analysis of wind power acceleration gears meshing are carried out.During the gear pair meshing process,tooth contact stress and tooth root bending stress are obtained under different times.And the tooth root stress and the tooth stress change trend in gear meshing process is analyzed detailed.It provides the valuable theoretical basis for further research on optimization design and analysis of the wind turbine acceleration gear.…”
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Synergistic enhancement in mechanical properties of graphene/MWCNT reinforced Polyaryletherketone – carbon fiber multi-scale composites: Experimental studies and finite element ana... by Sarath Kumar Painkal, Meera Balachandran, Karingamanna Jayanarayanan, Nagaarjun Sridhar, Sanjeev Kumar

“…FTIR revealed the chemical interactions while HRTEM, XRD and 3D X-ray microscopy gave insight into nanofiller dispersion and microstructural features. The functional groups on nanofillers along with structural features integrated various components of the multi-scale composites by formation of graphene/MWCNT/CF complex network that provided larger interfacial area, bridging effect and physico-chemical interaction with PAEK while restricting its segmental mobility. …”
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ROLLING BEARING FAULT DIAGNOSIS METHOD BASED ON CONVOLUTIONAL DEEP FOREST

“…Aiming at the vibration signal of rolling bearing with problems of nonlinear,small sample size and traditional machine learning based diagnosis algorithm required expert experience,a convolutional deep forest(CDF)based rolling bearing fault diagnosis algorithm was proposed.Firstly,the one-dimensional vibration signal was preprocessed through normalization and transformation into image.Then the convolution neural network was exploited to train the image to complete the end-to-end feature extraction,and the cascade forest was used to analyze and classify the features.Finally,the effectiveness of CDF was verified on the bearing data set.The experimental results show that CDF can achieve high accuracy for small or big sample data under four loads.In addition,the accuracy of convolution neural network and CDF based on two-dimensional image are higher than one-dimensional,which proves the effectiveness of data preprocessing operation based on signal to image.…”
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Learning Affect with Distributional Semantic Models by Lucia C. Passaro, Alessandro Bondielli, Alessandro Lenci

“…For instance a word may become negatively loaded because it tends to co-occur with other negative expressions. …”
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CLASSIFICATION OF THE SEVERNAYA DVINA RIVER AND THE VYCHEGDA RIVER CHANNEL SECTIONS ACCORDING TO COMPLEXITY OF CHANNEL PROCESSES AND THEIR MANAGEMENT CONDITIONS by Nadezhda M. Mikhailova, Roman S. Chalov

“…The latter factor controls both possibility and features of regulative works when designing activities in water economics, navigation and construction. …”

Chemical leachates from car tyre granulates and PET bottles induce toxic effects on Mytilus edulis haemocytes by M. Elisabetta Michelangeli, Sicco H. Brandsma, Maria Margalef, Emelie Forsman, Sebastian Kuehr, Davide Spanu, Tânia Gomes

“…Following 24 h exposure, CTG leachates, characterized by a complex chemical profile (13,520 features) and high metal load, reduced cell viability, metabolic activity, mitochondrial reactive oxygen species (ROS) formation, lipid peroxidation (LPO) and lysosomal content. …”
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Series-Cascaded AC Microgrids: An Inclusive Review of Architectures and Control Methodologies by Salman Ali, Santiago Bogarra Rodriguez, Muhammad Mansoor Khan, Felipe Corcoles, Yung-Cheol Byun, Josep M. Guerrero

“…Series-parallel ACMGs combine features of both but introduce additional control complexity. …”
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Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative by Xin Yu Teh, Pauline Shan Qing Yeoh, Tao Wang, Xiang Wu, Khairunnisa Hasikin, Khin Wee Lai

“…The image features and demographic embeddings are combined into a unified vector before classification. …”
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LIU-NET: lightweight Inception U-Net for efficient brain tumor segmentation from multimodal 3D MRI images by Gul e Sehar Shahid, Jameel Ahmad, Chaudary Atif Raza Warraich, Amel Ksibi, Shrooq Alsenan, Arfan Arshad, Rehan Raza, Zaffar Ahmed Shaikh

“…LIU-Net balances model complexity and computational load to provide consistent performance and uses Inception blocks to capture features at different scales, which makes it relatively lightweight. …”
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Novel high specific-strength multi-topology Al-Ni-Ti-Zr-Mn alloy using laser powder bed fusion additive manufacturing by Amit Kumar Singh, Prithvi D. Awasthi, Ankita Roy, Priyanka Agrawal, Aishani Sharma, Anurag Gumaste, Ravi Sankar Haridas, Rajiv S. Mishra

“…The mitigation of cracks within thin plate parallel to the loading axis was achieved through the formation of Al-Al₃Ni eutectic channels, exploiting the rapid solidification of this short-freezing-range alloy. …”
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YOLOv8-OCHD: A Lightweight Wood Surface Defect Detection Method Based on Improved YOLOv8 by Zuxing Chen, Junjie Feng, Xueyan Zhu, Bin Wang

“…By enhancing the expression of deep features, the C2f_RVB module significantly improves the accuracy of detecting small target defects on wood surfaces. …”
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