Engineering project management technology based on visual simulation module and particle swarm optimization by Hua Tian

“…Abstract In recent years, China’s construction industry has developed rapidly, but it still faces problems such as complex processes, long cycles, and unpredictable environments in engineering projects. …”
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Maize quality detection based on MConv-SwinT high-precision model. by Ning Zhang, Yuanqi Chen, Enxu Zhang, Ziyang Liu, Jie Yue

“…Concurrently, the extracted features undergo further processing through a specially designed convolutional block. …”
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Future perspectives on internet of vehicles resource management: digital twin-enabled edge computing frameworks by Jihong Xie, Gui Wu, Xiang Zhou, Shanshan Deng

“…With edge computing, processing data near the source, these technologies significantly lower response time and optimize system performance. …”
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ACTORS AND FACTORS INVOLVED IN PUBLIC POLICIES by Florina POPA

“…The present study aims getting over the grouping of different categories of actors and factors, identified by foreign and domestic specialized literature, taking into account issues related to their role and impact, ways of intervention, relevant elements for their influence within the process. …”
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Predicting hearing aid acceptance and beyond by Anna KARCZEWSKA–NABELEK

“…4) Can hearing aids with advanced processing features, such as noise reduction, allow occasional or unsuccessful hearing aid users to become successful users?…”
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Stroke Prediction Based on Machine Learning by Zhang Yuhan

“…Data preprocessing encompasses managing missing data, processing categorical variables, and tackling issues related to class imbalance. …”
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LED Context Lighting System in Residential Areas by Sook-Youn Kwon, Kyoung-Mi Im, Jae-Hyun Lim

“…As issues of environment and energy draw keen interest around the globe due to such problems as global warming and the energy crisis, LED with high optical efficiency is brought to the fore as the next generation lighting. …”
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CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability by Pengyi Li, Xueying Fu, Juntao Chen, Junyi Hu

“…Abstract Text Graph Representation Learning through Graph Neural Networks (TG-GNN) is a powerful approach in natural language processing and information retrieval. However, it faces challenges in computational complexity and interpretability. …”
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Factors Influencing Digital Text Creation Skills in Dance-Related Higher Education by Ágota Tongori, Anita Lanszki, Réka Asztalos

“…The study underscores the need for a comprehensive educational development plan to address these issues. …”
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Application of Large Language Models in the AECO Industry: Core Technologies, Application Scenarios, and Research Challenges by Guozong Zhang, Chenyuan Lu, Qianmai Luo

“…Using a literature-based review methodology, this paper examines how LLMs—built on Transformer architecture and powered by deep learning and natural language processing—can process complex unstructured data and support a wide range of tasks, including contract analysis, construction scheduling, risk assessment, and operations and maintenance. …”
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Economic growth and monetary policy in Russia by Sergey Yu. Glazyev, Oleg S. Sukharev

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tem cells in treating patients with coronary heart disease. Part II. Bone marrow-derived mononuclear cells by N. S. Zhukova, I. I. Staroverov

“…Multiple key aspects are yet to be clarified in future studies, including the mechanisms of transplanted SC homing, differentiation, and engraftment, the mechanisms of transplanted cell effects on cardiac function, etc. Such issues as the preferential source for SC transplantation in clinical settings, the method of cell transport into myocardium, the optimal cardiomyoplasty time, the number of the transplanted cells and the methods for their pre-transplantation processing are still under discussion. …”
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Strategies to overcome nutritional and technological limitations of pulse proteins by Fatemeh Aghababaei, David Julian McClements, Milad Hadidi

“…Shifting from animal- to plant-based proteins will be essential to address climate change, pollution, food insecurity, and biodiversity issues. Pulses are an abundant, affordable, and resilient agricultural crop that is rich in proteins. …”
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Integrating robust feature selection with deep learning for ultra-high-dimensional survival analysis in renal cell carcinoma by Shaymaa Mohammed Ahmed, Majid Khan Majahar Ali, Raja Aqib Shamim

“…The linear methods LASSO and Elastic Net encounter failure when processing data because they face simultaneous multicollinearity issues in addition to overfitting effects and produce marginal survival outcome variability prediction at 54%. …”
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The digital transformation of nursing practice: an analysis of advanced IoT technologies and smart nursing systems by Boyuan Wang, Xiali Shi, Xihao Han, Gexin Xiao

“…Internet of Things (IoT) technology, by integrating sensing, network communication, data processing, and security technologies, offers promising approaches to address issues such as nursing personnel shortages and rising healthcare costs. …”
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Improving banks’ Operating Efficiency with Corporate Clients by V. D. Smirnov

“…As a result, the author identified areas for improving the internal banking processes: deeper analysis of the client’s activities and the industry where they work; high speed of processing client data without requiring to submit the same documents each time; personalization of the offer to the client of the service according to products, price and other conditions that will attract them to develop their business with this bank; development of financial services by the bank that will help the client to direct more funds and attention to their core business. …”
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R-YOLO: Enhancing Takeoff/Landing Safety in UAM Vertiports With Deep Learning Model by Nan Lao Ywet, Aye Aye Maw, Jae-Woo Lee

“…The primary contribution of the research is the unified structure for anticipatory safety mechanisms, a step forward in AI-enabled aviation. By addressing major issues in urban aviation with this innovative artificial intelligence framework, the study provides the possibility of safer and more effective UAM operations.…”
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An Alliance Blockchain Modification Method Based on Chameleon Hashing and Verifiable Secret Sharing by Andi Cui, Su Li, Junlu Wang, Junxiang Ding, Haolin Zhang, Baoyan Song

“…The existing alliance chain system will leave traces throughout the entire process after data is uploaded, which cannot be processed when sensitive information or malicious data appears or the blockchain forks or interrupts after processing. …”
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Simulation and experimental verification of the precision finishing method for optical free-form surface segmentation. by Chenhua Jiang, Enzhong Zhang, Wei Zhang, Jiaqi Hu, Jiechen Guo, Xiaodong Li

“…Optical free-form surfaces are often used to manufacture optical components such as lenses and mirrors, and free zone surface optical components are widely used in aerospace optics. To address the issues of low processing quality and overall efficiency in the machining of aluminum alloy free-form surfaces, an efficient numerical control machining method based on surface segmentation has been proposed. …”
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A Flexible and Scalable Architecture for Real-Time ANT+ Sensor Data Acquisition and NoSQL Storage by Nadeem Qaisar Mehmood, Rosario Culmone, Leonardo Mostarda

“…Sensor communication, data processing and interpretation, data interchange format, data transferal, and context data storage are sensitive phases during the whole process of body parameter acquisition until the storage. …”
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