THE MATTER OF DISABILITY IN THE LIGHT OF ENLIGHTENMENT IDEAS IN EUROPE OF 17–18 CENTURIES by Nazar Malaniy

“…The dominant core is the systematization of the achievements of the Enlightenment about the problems of people with visual, hearing and speech impairments. …”
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Container traffic: East African case by V. S. Golubeva, N. V. Shcherbinin

“…The article reveals the historical features of foreign trade and its transport support in the East African region. …”
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STRATEGY OF THE NATIONAL SYSTEM OF FOOD SECURITY DEVELOPMENT by Mikhail A. Anan'ev, Alla V. Ryzhakova, Tat'yana E. Migaleva

“…The article by analyzing the present day condition of the national system of food provision shows certain specific features of the current stage of its development, identifies the key problems of the food sector of consumer market in the country and systematizes causes of their arising. …”
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Green IoT: how wireless sensor networks are paving the way for sustainable smart environments by Haifa Alqahtani

“…It also covers various advancements and problems in G-IoT and how it might reduce energy use. …”
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Parthenius, Erotica Pathemata 26 e la storiografia locale milesia. Riflessioni sulle annotazioni al codice Palatinus Heidelbergensis gr. 398 by Marina Polito

“…It further systematically examines some characteristic features of the annotation work with the aim of a historiographical reading of the phenomenon. …”
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Multi-species Fish Identification using Hybrid DeepCNN with Refined Squeeze and Excitation Architecture by Jansi Rani Sella Veluswami, Nivetha Panneerselvam

“…Additionally, the Squeeze and Excitation (SE) block has been improved for improved feature extraction. The proposed method achieved an accuracy of 97.90%. …”
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Electrical and Heat Energy Production Strategy in Conditions of Limited Amount of Fuel by V. S. Kuzevanov, S. S. Zakozhurnikov, G. S. Zakozhurnikova, A. A. Kaverin

“…A separate generating complex is considered in this paper. The main feature of the complex under consideration is its functioning during the control period when the fuel resource is severely limited. …”
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WAR CRIMES AND CRIMES AGAINST HUMANITY: GENERAL AND PARTICULAR IN THE DECISIONS OF INTERNATIONAL CRIMINAL TRIBUNALS AD HOC by R. Nevsky, N. Troitsky

“…In the decisions of the international ad hoc tribunals, one more principle has been developed for qualifying crimes against humanity: the involvement of the state in committing crimes against humanity (in the form of implementing a «plan» or «policy») is not a mandatory feature.…”
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Czy we wzajemnych relacjach Polski z Unią Europejską jest przestrzeń na demokrację partycypacyjną? by Anna Rytel-Warzocha

“… The subject of the article is the problem of the application of participatory democracy in the mutual relations between Poland as a Member State and the European Union. …”
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Traffic signal optimization control method based on attention mechanism updated weights double deep Q network by Huizhen Zhang, Zhenwei Fang, Youqing Chen, Haotian Dai, Qi Jiang, Xinyan Zeng

“…In this paper, for the feature extraction defects of deep double Q network and the problem of underestimating the evaluation value of actions, we propose an Attention Mechanism Updated Weights Double Deep Q Network (AMUW–DDQN) based on the attention mechanism for the optimal control of traffic signals. …”
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Solar Wind Speed Prediction via Graph Attention Network by Yanru Sun, Zongxia Xie, Haocheng Wang, Xin Huang, Qinghua Hu

“…First, our framework considers each feature as the node to construct the graph structure and adopts the graph attention module to learn the complex dependencies among features. …”
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A comparative analysis of variants of machine learning and time series models in predicting women’s participation in the labor force by Rasha Elstohy, Nevein Aneis, Eman Mounir Ali

“…Labor force participation of Egyptian women has been a chronic economic problem in Egypt. Despite the improvement in the human capital front, whether on the education or health indicators, female labor force participation remains persistently low. …”
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Just‐in‐time defect prediction enhanced by the joint method of line label fusion and file filtering by Huan Zhang, Li Kuang, Aolang Wu, Qiuming Zhao, Xiaoxian Yang

“…Secondly, to obtain semantics‐enhanced code representation, a cross‐attention‐based line label fusion method to perform complementary feature enhancement is proposed. Thirdly, to generate code changes containing fewer defect‐irrelevant files, the authors formalise the file filtering as a sequential decision problem and propose a reinforcement learning‐based file filtering method. …”
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Experience in modeling inclined cracks in materials with cubic crystal structure by Karina A. Mushankova, Larisa V. Stepanova

“…Continuum distributions are obtained from the theoretical solution of the problem of determining the stress-strain state at the crack tip, based on the methods of the elasticity theory of anisotropic media and the subsequent decomposition of complex potentials by eigenfunctions. …”
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A Rapid Intelligent Screening of a Three-Band Index for Estimating Soil Copper Content by Shiyao Liu, Shichao Cui, Rengui Wang, Minming Han, Jingtao Kou

“…However, selecting the best band combination from hundreds of thousands, even millions of candidate combinations in hyperspectral data, is a very complicated problem. To address this issue, this study collected a total of 170 soil samples from the Aktas copper-gold mining area in Fuyun County, Xinjiang, China. …”
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Crack Detection Method of Sleeper Based on Cascade Convolutional Neural Network by Liming Li, Shubin Zheng, Chenxi Wang, Shuguang Zhao, Xiaodong Chai, Lele Peng, Qianqian Tong, Ji Wang

“…The sleeper is inputted into CEDNet for crack feature extraction to predict the coarse crack saliency map. …”
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Technology of Laser Cladding Ceramics on Heat Resistant Steel Surface by LIU Lijun, WANG Xiaolu, SHEN Xiuqiang, SONG Yuanzeng

“…Heat resistance steel type of H13 is used for the aircraft structure parts whose working temperature is 400~500℃ Moreover, it is required to wear resistance for the parts in some special service environments In order to solve the problem of wear failure in hot work dies during service, a low power laser type of Nd：YAG was used to cladding SiC ceramics on the surface of H13 steel The macroscopic feature, microstructures and compositions were observed by the metalloscope, scanning electron microscope and energy depressive spectroscopy Experimental results indicated that that the cross sections of the cladding sample were markedly divisional (Clad Zone, Fusion zone, Heataffected zone, Substrate Zone) The microstructure of cladding layer is nondirectional and compact, without obvious crack and porosity and with good performance The homogeneous microstructure of bonding layer is dendrite and equiaxed grain with small size, and the massive columnar crystal grew from the bond line of H13 steel substrate to fusion zone The wear resistance of laser cladding ceramics on heat resistance steel surface is analyzedBesides, a through crack appeared after the scanning speed up to 40mm/min、60mm/min on the cladding layer as the hard and brittle characteristic of SiC ceramics and the difference of thermal expansion coefficient between SiC ceramics and substrate; The above research results provide some theoretical support for improving the surface wear resistance of aircraft heatresistant parts.…”
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Online Semisupervised Learning Approach for Quality Monitoring of Complex Manufacturing Process by Weng Weiwei, Mahardhika Pratama, Andri Ashfahani, Edward Yapp Kien Yee

“…Furthermore, it is equipped by a feature extraction layer in terms of 1D convolutional layer extracting natural features of multivariate time-series data samples of sensors and coping well with the many-to-one label relationship, a common problem of practical quality monitoring. …”
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Construction of a model of subsoil moisture movement in cultivated slope lands by Andrey A. Mikhaylin

“…At the same time, a computer program was developed to solve the boundary value problem of dynamics – subsoil moisture transfer on a slope, taking into account the heterogeneous structures obtained during soil treatment using a new method.…”
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Learning Transferable Convolutional Proxy by SMI-Based Matching Technique by Wei Jin, Nan Jia

“…Domain-transfer learning is a machine learning task to explore a source domain data set to help the learning problem in a target domain. Usually, the source domain has sufficient labeled data, while the target domain does not. …”
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