Aggregating Contextual Information for Multi-Criteria Online Music Recommendations by Jieqi Liu

“…CAMCMusic significantly enhances recommendation outcomes by effectively capturing and utilizing the relationships between user contexts and music genres, thus providing a robust solution to the cold start problem while maintaining high recommendation quality and user satisfaction. …”
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Adaptation of foreign students in the Eurasian Economic Union countries as a factor of demographic security by V. Yu. Ledeneva

“…The purpose of the study is a comprehensive comparative analysis of programmes for the adaptation of foreign students in the EAEU countries, in order to identify their features and differences as well as to analyse the potential consequences of these programmes for demographic security. …”
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Light-induced orbital and spin magnetism in 3d, 4d, and 5d transition metals by Theodoros Adamantopoulos, Dongwook Go, Peter M. Oppeneer, Yuriy Mokrousov

“…Abstract Understanding the coherent interplay of light with the magnetization in metals has been a long-standing problem in ultrafast magnetism. While it is known that when laser light acts on a metal it can induce magnetization via the process known as the inverse Faraday effect (IFE), the most basic ingredients of this phenomenon are still largely unexplored. …”
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Risk Assessment Models of the Companies Implementing R&D Projects by V. В. Minasyan

“…Companies implementing R&D projects face their unique features. There is the need for large capital investments, long-term implementation, high growth potential, low probability of success, and diffculties in fnancing among them. …”
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A PHONO-PRAGMATIC ANALYSIS OF ASSERTIVENESS AND RHETORICAL QUESTIONING IN SELECTED ENGLISH AND ARABIC ELECTION SPEECHES by Ahmed Gumar, Nassier Al-Zubaidi

“…Rhetorical questioning is a strategy that is not used to elicit an answer, but to bring a problem to the minds of people and to make them think of it. …”
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The Model for Supporting Decision-Making During Designing Programs of Innovation Development at Enterprises of Electro-Technical Industry of Machine-Building by V. G. Anisimov, E. G. Anisimov, A. Ya. Chernysh, D. A. Melnik

“…To resolve the problem the author put forward the iteration algorithm of successive shaping of expedient version of the program that takes into consideration specific features of the model. …”
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Fuzzy Logic and Deep Learning for Brand Attention: A Consumer-Centric Approach to Product Packaging Design by Heng Wu

“…In the competitive world of today, brands cannot find an effective way of designing a package that attracts attention without considering the jungle that consumer preferences are. The problem with existing techniques is that they are incapable of adequately assessing subjective responses, and much to the dismay of designers, they are incapable of adjudicating between competing priorities, e.g. eye candy versus environmental friendliness. …”
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Neo-liberalism and the Nordic welfare model: a study of the Liberal Alliance and ideological adaptation in Denmark by Troels Fage Hedegaard

“…The expectation outlined in the article is for the neo-liberals of this party to favour features that make the Nordic welfare model distinctive – extensive governmental responsibility, especially for children and the elderly, and a universalistic approach to providing welfare. …”
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INVESTIGATION OF DIGGING MACHINES FOR CONSTRUCTION BY THE “DIAPHRAGM WALL” METHOD by A. S. Kadyrov, B. K. Kurmasheva, Zh. Zh. Zhunusbekova, A. Zh. Karsakova

“…According to the demonstrated problem, the article considers the method of morphological analysis to identify new types of working bodies of digging machines. …”
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Socio-economic environment of Nanai and Udege people living (Russian Far East) by Sukhoveeva A. B., Mishina N. V.

“…The problem of settling and preserving the population is one of the most important for the eastern regions of Russia. …”
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The aesthetics of Mesopotamian furniture and its reflections in contemporary furniture design by Sumaya Abdul Wahab Muhammad, Lubna Asaad Abdel Razzaq

“…As for the keywords lost, they were specified as (aesthetics, Mesopotamia, contemporary) and the most important results and conclusions were reached, the most important of which was (that the uses of Mesopotamian furniture, with the qualities of flexibility and shaping in furniture design, are consistent with the characteristics of furniture design thought for the post-modern period, The combination of past and present has characteristics and features that can be employed in industrial design in general and contemporary furniture design in particular …”
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Russian Political Blogs as Relevant Practice of Protest Communication : Systemic-Communicative Dimensions by M. V. Milovanova, E. V. Terentyeva

“…The stages of discursive construction of the problem in political blogs are shown. The ways of forming and maintaining Internet mobilization in the protest practice under consideration, the features of mediation of politics and personality in the analyzed content are described. …”
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Fault diagnosis method of telecom cloud platform based on deep CNN model by Qingpu Hu, Jian Hu

“…In response to the problem of fault location caused by massive alarm logs in the complex architecture of telecom cloud platforms, this study proposes a time-frequency image recognition model (WCNN) based on depthwise separable small convolution kernels, which replaces traditional pooling layers to achieve efficient feature extraction. …”
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Genera Mixta in Herbert George Wells’s Industrial Romance ‘The Cone’ (1895): Realism, the Uncanny Fantastic, the Industrial Sublime and the Tragic by Françoise Dupeyron-Lafay

“…Despite their growing importance in Victorian society, machines are underrepresented in ‘industrial’ or ‘social problem’ fiction. H. G. Wells’s short stories and novellas of the 1890s are a notable exception. …”
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Lightweight defect detection algorithm of tunnel lining based on knowledge distillation by Anfu Zhu, Jiaxiao Xie, Bin Wang, Heng Guo, Zilong Guo, Jie Wang, Lei Xu, SiXin Zhu, Zhanping Yang

“…Secondly, in the distillation process, the feature and output dimension results are fused to improve the detection accuracy, and the mask feature relationship is learned in the space and channel dimension to improve the real-time detection. …”
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An Efficient Model for Leafy Vegetable Disease Detection and Segmentation Based on Few-Shot Learning Framework and Prototype Attention Mechanism by Tong Hai, Yuxin Shao, Xiyan Zhang, Guangqi Yuan, Ruihao Jia, Zhengjie Fu, Xiaohan Wu, Xinjin Ge, Yihong Song, Min Dong, Shuo Yan

“…This study proposes a model for leafy vegetable disease detection and segmentation based on a few-shot learning framework and a prototype attention mechanism, with the aim of addressing the challenges of complex backgrounds and few-shot problems. Experimental results show that the proposed method performs excellently in both object detection and semantic segmentation tasks. …”
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Remote Sensing Change Detection With Forward–Backward Diffusion and Multidirectional Scanning by Hexin Yuan, Peng Wang, Haibo Wang, Cui Ni, Yali Liu, Chao Ma

“…Finally, the multidirectional scanning strategy, which is enhanced by an attention mechanism, is applied in the decoder to address the leakage problem associated with large continuous change regions. …”
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Tea Disease Detection Method Based on Improved YOLOv8 in Complex Background by Junchen Ai, Yadong Li, Shengxiang Gao, Rongsheng Hu, Wengang Che

“…The model introduces the SSPDConv convolution module in the backbone of YOLOv8 to enhance the global information perception of the model under complex backgrounds; a new ESPPFCSPC module is proposed to replace the original spatial pyramid pool SPPF module, which optimizes the multi-scale feature expression; and the MPDIoU loss function is introduced to optimize the problem that the original CIoU is insensitive to the change of target size, and the positioning ability of small targets is improved. …”
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Advanced image preprocessing and context-aware spatial decomposition for enhanced breast cancer segmentation by G. Kalpana, N. Deepa, D. Dhinakaran

“…In this paper, we propose a new solution that integrates with AIPT (Advanced Image Preprocessing Techniques) and CASDN (Context-Aware Spatial Decomposition Network) to overcome these problems. The preprocessing pipeline apply bunch of methods including Adaptive Thresholding, Hierarchical Contrast Normalization, Contextual Feature Augmentation, Multi-Scale Region Enhancement, and Dynamic Histogram Equalization for image quality. …”
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Neural Network Based on Dynamic Collaboration of Flows for Temporal Downscaling by Junkai Wang, Lianlei Lin, Yu Zhang, Zongwei Zhang, Sheng Gao, Hanqing Zhao

“…Traditional methods often face the problems of high computing cost and poor generalization ability. …”
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