On some current aspects and new approaches to scientific understanding of the national characteristics of Russian statehood formation and evolution by N. A. Omelchenko, T. V. Rastimeshina, Yu. V. Sinchuk

“…For the first time the issue of what place in Russian statehood transformation was occupied by the Time of Troubles of the early 17th century has been investigated in detail. Attention has been drawn to the conclusions of pre-revolutionary scientists and thinkers about the determining role of the Time of Troubles, which it played in the new attitudes’ formation to the state and state power in Russian society, including in the context of modern interpretations. …”
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Rho-Kinase/ROCK as a Potential Drug Target for Vitreoretinal Diseases by Muneo Yamaguchi, Shintaro Nakao, Mitsuru Arima, Iori Wada, Yoshihiro Kaizu, Feng Hao, Shigeo Yoshida, Koh-hei Sonoda

“…While anti-VEGF therapy has recently been widely used for vitreoretinal disorders due to its efficacy, attention has been drawn to new unmet needs. The importance of ROCK in pathological vitreoretinal conditions has also been elucidated and is attracting attention as a potential therapeutic target. …”
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Analyzing the Effect of Structural Differentiation and Inter-Organizational Relations on Organizational Ambidexterity with an Emphasis on the Mediating Role of the Organizational P... by Peyman Akbari, Ali Karimi, Ibrahim Aeini

“…Finally, the mediating role of organizational content was confirmed.Originality/Value: Based on the results, the managers and decision-makers of the said office can pay attention to the role of organizational ambidexterity to increase its organizational performance; of course, they should be able to, directly and indirectly, consider the role of variables such as structural differentiation, inter-organizational & organizational content pay attention. …”
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Speech Emotion Recognition Model Based on Joint Modeling of Discrete and Dimensional Emotion Representation by John Lorenzo Bautista, Hyun Soon Shin

“…The inclusion of self-attention and co-attention mechanisms allows the model to capture relationships between input modalities and interdependencies among features, further improving its interpretability and integration capabilities. …”
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Identification of the effective components in liability and compensation for marine pollution in the light of international law by Nahid Seyrafian, Mansour Pournouri, Hamidreza Ghaffarzadeh, Reza Simbar

“…Stressing and paying attention to international environmental laws can pave the way for environmental insurance activities in the country. …”
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PUBLIC ADMINISTRATION: MODERNIZING THE CURRENT MODEL OF STATE MANAGEMENT by E. V. Ohotskii

“…The author attempts to analyze, in a number of cases in terms of models, features of public administration systems at different stages of historical development, drawing attention to reasons why the Soviet model of public administration did not manage to meet competition, did not provide the required social effect and as a natural result suffered a defeat in the global confrontation between the two social systems. …”
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A two‐stage reactive power optimization method for distribution networks based on a hybrid model and data‐driven approach by Ghulam Abbas, Wu Zhi, Aamir Ali

“…For the second stage, a transformer network framework with a self‐attention mechanism and multi‐head attention for deep learning training is applied to uncover the intrinsic and physical spatial relationships among high‐dimensional features. …”
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Enhanced CATBraTS for Brain Tumour Semantic Segmentation by Rim El Badaoui, Ester Bonmati Coll, Alexandra Psarrou, Hykoush A. Asaturyan, Barbara Villarini

“…E-CATBraTS integrates convolutional neural networks and Swin Transformer, incorporating channel shuffling and attention mechanisms to effectively segment brain tumours in multi-modal MRI. …”
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Multiscale wildfire and smoke detection in complex drone forest environments based on YOLOv8 by Wenyu Zhu, Shanwei Niu, Jixiang Yue, Yangli Zhou

“…Additionally, in order to address the risk of false positives and missed detections caused by vegetation, terrain, and lighting changes in forests, we have introduced the AgentAttention module in the Backbone. This module combines Softmax and linear attention to optimize feature extraction, improving the model’s accuracy and robustness. …”
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ViT-ISRGAN: A High-Quality Super-Resolution Reconstruction Method for Multispectral Remote Sensing Images by Yifeng Yang, Hengqian Zhao, Xiadan Huangfu, Zihan Li, Pan Wang

“…This model is an improvement upon the original SRGAN super-resolution image reconstruction method, incorporating lightweight network modules, channel attention modules, spatial-spectral residual attention, and the vision transformer structure. …”
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The Longitudinal Neurophysiological Adaptation of a Division I Female Lacrosse Player Following Anterior Cruciate Rupture and Repair: A Case Report by Robert Mangine, Jim Tersak, Thomas Palmer, Audrey Hill-Lindsay, Bolton Patton, Marsha Eifert-Mangine, Bradley Jacobs, Angelo J Colosimo

“…Biological responses to stress, brain workload, arousal, attention and brain connectivity all improved over time…”
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Measurement tools and indicators for assessing nurturing care for early childhood development: A scoping review. by Joshua Jeong, Lilia Bliznashka, Eileen Sullivan, Elizabeth Hentschel, Youngkwang Jeon, Kathleen L Strong, Bernadette Daelmans

“…While there has been increasing attention in global public health towards designing and delivering programs, services, and policies to promote nurturing care, measurement has focused more on the components of health and nutrition, with less attention to early learning, responsive caregiving, and safety and security. …”
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Distribution and Conservation of Ephedra rhytidosperma by Chao Tan, David Kay Ferguson, Yong Yang

“…ABSTRACT With global warming and increasingly intensified human activities, numerous species are on the verge of extinction, ca. 28% of living species are threatened globally, although conservation of endangered species has received worldwide attention. It remains unclear if threatened species have been appropriately conserved or not. …”
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Analysis and Risk Assessment of Corporate Financial Leverage Using Mobile Payment in the Era of Digital Technology in a Complex Environment by Wenjing Wei, Bingxiang Li

“…The financial risk prediction model is established using the financial text, and the LSTM + attention mechanism is used to optimize the model. …”
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Early-life cognitively stimulating activities and late-life cognitive function in the St. Louis Baby Tooth Later Life Health Study by Andrea L. Roberts, Xinye Qiu, Kaleigh A. McAlaine, Laura T. Germine, Ran S. Rotem, Marc G. Weisskopf

“…Six tasks measured overall cognitive function, processing speed, visual short-term memory, attention, cognitive control, episodic memory, working memory, perception, vocabulary, and verbal reasoning. …”
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1941 (pre-war half-year period): changes in the NKVD structure of the Ukrainian Soviet Socialist Republic by V. A. Grechenko

“…1941 is a landmark in the history of the world in the whole and Ukraine in particular. The absolute attention of the historical scientific community is concentrated on the events associated with the beginning of the Soviet-German war. …”
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Experimental Investigations on Creep Behavior of Coal under Combined Compression and Shear Loading by Rongbin Hou, Leige Xu, Duoxin Zhang, Yanke Shi, Luyang Shi

“…The creep behavior of rock has received much attention for analyzing the long-term response and stability of underground rock engineering structures. …”
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Lightweight Small Target Detection Algorithm Based on YOLOv8 Network Improvement by Xiaoyi Hao, Ting Li

“…Secondly, it introduces the Dilation-wise Residual (DWR) attention module and FasterBlock module to optimise feature extraction and improve model efficiency. …”
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Multi-Relational Graph Representation Learning for Financial Statement Fraud Detection by Chenxu Wang, Mengqin Wang, Xiaoguang Wang, Luyue Zhang, Yi Long

“…The attention mechanism enables the model to distinguish the importance of different relationships, thereby aggregating more useful information from key relationships. …”
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Causal Analysis and Prevention Strategies for Safety Risks in Prefabricated Building Construction Based on Accident Data and Complex Network Theory by Wei Liu, Xiao Luo, Baojun Liang, Junhao Xie

“…As China’s construction industry pays increasing attention to occupational health, prefabricated buildings, as an important direction for industry transformation, are gradually gaining widespread attention. …”
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