An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain by Zeynep Hilal Kilimci, A. Okay Akyuz, Mitat Uysal, Selim Akyokus, M. Ozan Uysal, Berna Atak Bulbul, Mehmet Ali Ekmis

“…Unlike the state-of-art studies, inclusion of support vector regression, deep learning model, and a novel integration strategy to the proposed forecasting system ensures significant accuracy improvement.…”
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FS-DDPG: Optimal Control of a Fan Coil Unit System Based on Safe Reinforcement Learning by Chenyang Li, Qiming Fu, Jianping Chen, You Lu, Yunzhe Wang, Hongjie Wu

“…The experimental results show that compared with DDPG, FS-DDPG avoids 98.20% of the pump flow and 95.82% of the fan flow fluctuations, ensuring the safety of the equipment. Compared with DDPG and RBC, FS-DDPG achieves 11.9% and 51.76% energy saving rates, respectively, and also shows better performance in terms of operational performance and satisfaction. …”
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Self-assembled biodegradable herbal-based nanoflower decorative magnesium implants combine therapy with bone regeneration by Huihui Du, Dongdong Zhang, Kui Xue, Limin Ma, Ru Xu, Ji Tan, Feng Peng, Xuanyong Liu

“…The Cur-Fe nanoflower coating exhibits unique degradation characteristics, as curcumin gradually decomposes into ferulic acid, aromatic aldehyde and other antibacterial substances, and the coating spontaneously converts into FeOOH nanosheets, ensuring the corrosion resistance of Mg-based implants. …”
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Solar Collectors Based оn Copper Two-Phase Thermosyphons by V. I. Marynenko, V. S. Kulynych

“…In solar collectors, the use of thermosyphons (heat pipes) makes it possible to simplify the assembly of the structure, ensures its high modularity, maintainability and reliability. …”
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COVID-19: An Update on the Latest Therapeutic Agents by Ke-Yan Loo, Loh Teng-Hern Tan, Jodi Woan-Fei Law, Kar-Wai Hong, Kok-Gan Chan, Vengadesh Letchumanan

“…Nevertheless, continuous surveillance is imperative in ensuring that these treatment methods maintain efficacy and safety profiles in treating COVID-19 caused by different variants of the virus. …”
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Interleaved Landsman Converter with Class Topper Optimized PI Control in Sensorless BLDC Motor Drive for Electric Vehicle by Suresh V., Jahnavi V.G., Manjula D., Lokesh M.

“…The converter is designed to optimize power conversion from photovoltaic (PV) sources to the energy required for the BLDC motor; the algorithm is implemented to hyper-tune the PI controller for precise and rapid response; a bidirectional converter was employed to manage the charging and discharging of the battery system, ensuring adequate power distribution during peak demands; and a single-phase voltage source inverter (VSI) was utilized for DC-AC conversion to drive the BLDC motor. …”
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Analysis on the Particularity of Higher Education Subject Development under the Background of Artificial Intelligence by Yancai Wang

“…The output pattern identifies the student’s academic performance, which helps to analyze the quality of the subject development in institutions. The created system ensures 98.78% accuracy, showing that subject development correlates highly with student academic performance.…”
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Optimizing greenhouse microclimate for plant pathology: challenges and cooling solutions for pathogen control in arid regions by Abdulmujib G. Yusuf, Fahad A. Al-Yahya, Amgad A. Saleh, Ahmed M. Abdel-Ghany

“…The review also provides an overview of how microclimatic parameters within greenhouses influence plant-pathogen dynamics, ensuring conditions that are conducive to managing both biotic and abiotic diseases. …”
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Assessment of the growing demographic threats to economic security in the regions of the North Caucasian Federal District by P. I. Bostanova, Z. Kh. Ozdoeva

“…A set of conclusions on the top demographic policy priorities of the state in the current realities were made, and the need to develop measures aimed at ensuring economic security in the demographic sphere was stressed.…”
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The Issue of Subway Commuters’ Departure Time Choices under the Influence of Bike-Sharing by Jie Yu, Jie Wang, Qiang Wen, Tao Chen

“…Research indicates that within the timeframe that ensures on-time arrival at work, models not accounting for bike-sharing services underestimate both the departure rate and the total number of commuters compared to actual figures. …”
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Reinforcing Mothers’ Nutritional Knowledge to Combat the Spread of Non-Communicable Diseases: Food-Based Dietary Guidelines by Yolisa Christina Majija

“…It is essential to emphasize the government’s importance in ensuring appropriate educational interventions are implemented. …”
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Mothers’ experiences as legal guardian of children's phlebitis during hospitalization in Indonesia: A phenomenological study by Casman Casman, Dian Mahanani, Balbina Antonelda Marled Wawo, Muhammad Iqbal, Desy Rizki Ariani, Anung Ahadi Pradana

“…Strengthening nurse-mother communication and ensuring consistent implementation of best practices are essential for preventing and effectively managing phlebitis in pediatric patients. …”
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Wafer Defect Classification Algorithm With Label Embedding Using Contrastive Learning by Jeongjoon Hwang, Somi Ha, Dohyun Kim

“…Classifying wafer defects in the wafer manufacturing process is increasingly critical for ensuring high-quality production, optimizing processes, and reducing costs. …”
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«BRAIN DRAIN» FROM RUSSIA AS A POLITICAL-MANAGEMENT PROBLEM by M. V. Kharkevich

“…It is the only means for ensuring the high quality of scientific communication. …”
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An Improved Deep Learning-Based Technique for Driver Detection and Driver Assistance in Electric Vehicles with Better Performance by Gunapriya Balan, Singaravelan Arumugam, Suresh Muthusamy, Hitesh Panchal, Hossam Kotb, Mohit Bajaj, Sherif S. M. Ghoneim, null Kitmo

“…It lowers the risk of an accident and ensures driver safety. The proposed model (RF-DNN) achieved 97.05% of accuracy and the PCA-DNN model achieved 95.55% of accuracy, whereas the artificial neural network as ANN with PCA and RF achieved nearly 92% of accuracy.…”
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Multi-dimensional perceptual recognition of tourist destination using deep learning model and geographic information system. by Shengtian Zhang, Yong Li, Xiaoxia Song, Chenghao Yang, Niusha Shafiabady, Robert M X Wu

“…This study addresses these limitations by proposing an efficient strategy to achieve precise perceptual recognition of tourist destinations while ensuring the integrity of user-generated content (UGC) data and the completeness of perception dimensions. …”
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Analysing the trend of land changes and urban development of Shushtar by using remote sensing data by milad khayat, Atefeh Bosak, zahra hejazizadeh, ebrahim afifi

“…Subsequently, influential parameters in urban development were introduced as inputs to the Adaptive Neuro-Fuzzy Inference System (ANFIS) algorithm. After training the model for the years 1991 and 2004, the predicted results of urban development using the algorithm were compared with the actual situation in 2014, demonstrating a high accuracy of 93.7%. …”
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The path to national leadership: an understanding of the 25-year formation of the Institute of Higher Education of the National Academy of Educational Sciences of Ukraine by Володимир Луговий

“…Regarding national self-identification and self-sufficiency, ensuring state sovereignty, the contribution of scientists of the institution to the justification of the principles of increasing the competitiveness of Ukrainian universities and the development of a strategy for creating world-class universities is shown. …”
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The Impact of Global Transformations of the Business Environment on the Development of Enterprises by Karlova Olena A.

“…Understanding how to overcome these changes is becoming key factor to ensuring business resilience and competitiveness. The aspects of the impact of global transformations of the business environment on the development of enterprises are analyzed. …”
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Position statement of the Polish Society of Allergology and Polish Dermatological Society regarding the limited accessibility of materials necessary for patch testing. Part I: Tech... by Roman Nowicki, Magdalena Czarnecka-Operacz, Elżbieta Grubska-Suchanek, Marta Kieć-Świerczyńska, Cezary Kowalewski, Beata Kręcisz, Jerzy Kruszewski, Maciej Kupczyk, Cezary Pałczyński, Jacek Szepietowski, Magdalena Trzeciak, Jolanta Walusiak-Skorupa, Radosław Śpiewak

“…In the present position statement, experts of the Polish Society of Allergology and Polish Dermatological Society emphasize the gravity of the present situation and appeal for a partnership debate between competent authorities in the EU and Poland, allergy and dermatology medical societies, as well as patients’ organizations to find a best way of ensuring citizens’ access to necessary allergy diagnosis. …”
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