Enhancing Emergency Response in Road Accidents: A Severity Prediction Framework Using RF-RFE and Deep Learning Model by Chaimaa Chaoura, Hajar Lazar, Zahi Jarir

“…This deep learning model significantly outperforms traditional machine learning methods, achieving accuracy score of 94.99%. Finally, a Shapley Additive Explanations (SHAP) analysis ensures interpretability by identifying key factors influencing accident severity. …”
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Exploring Current Practices, Challenges, and Innovations in the Nutrition and Feeding of Neonates, Including the Use of Human Milk, Fortifiers, and Formula: A Clinical Study by Partha K. Chaudhuri, Abha Madhur, Kumar Anshu, Shiromani Kumari, Ashutosh, Jyotsna Singh, Barapatla Sarangam, Pratik Sarkar

“…This study aims to explore current practices, challenges, and innovations in the nutrition and feeding of neonates, focusing on the utilization of human milk, fortifiers, and formula. Materials and Methods: A retrospective clinical study was conducted at a tertiary care NICU over a period of two years. …”
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Analyzing the Effects of Transplanting and Direct Seeding on the Growth and Yields of Green Pepper. by Natukunda, Tracy

“…Understanding the effects of these two methods on green pepper growth and yields is crucial for optimizing production practices and ensuring a successful harvest.…”
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The Spatial–Temporal Characteristics of Wave Energy Resource Availability in the China Seas by Rui-Zhe Shen, Cheng-Tao Yi, Yu-Nuo Liu, Lei Wang, Kai Wu, Mu-Yu Chen, Chong-Wei Zheng

“…For coastal nations and regions, wave energy provides a localized energy solution, decreasing dependency on external energy sources and fostering the sustainable development of local economies. …”
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Design of an Efficient Deep Learning-Based Diagnostic Model for Wind Turbine Gearboxes Using SCADA Data by Xuan-Kien Mai, Jun-Yeop Lee, Jae-In Lee, Byeong-Soo Go, Seok-Ju Lee, Minh-Chau Dinh

“…The model analyzes historical operating data from wind turbine to classify gearbox conditions into normal and abnormal states. Optimizing the dataset for deep neural networks through advanced data processing methods achieves an impressive fault detection accuracy of 98.8%. …”
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Noninvasive Assessment of Coronary Artery Disease: Recent Techniques, Diagnostic Accuracy, and Clinical Implications for Modern Cardiology–A Narrative Review by Dionysia Kravarioti, Hassan Chaito, Souhail Ouardouz, Elaf Abdulnaser Al‐Saab, Magda Wojtara, Olivier Uwishema

“…This review aims to present recent Noninvasive diagnostic modalities in CAD, report and compare the diagnostic accuracy of different invasive and noninvasive tests in CAD, and analyze both the current and future clinical implications of noninvasive modalities that regularly evaluate CAD in modern cardiology. Methods Given this background and purpose, various, reliable online sources were searched to find relevant data for our narrative review. …”
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The Role of Hydrolyzed Collagen in Combating Skin Aging: A Literature Review by Ewelina Kopczyńska, Piotr Kulej, Matylda Korgiel, Michał Ciołkosz, Wiktor Biesiada, Agnieszka Skoczeń, Michał Kulesza, Mateusz Kopczyński, Justyna Woźniak

“…An individualized approach to supplementation, along with ongoing research to optimize dosages and formulations, is essential. Future studies should focus on understanding the long-term effects of collagen supplementation, exploring its impact on different demographic groups, and comparing the efficacy of various collagen sources, such as marine and bovine collagen.  …”
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Determinants and strategies of food security in smallholders' homegardens in Xiaoliangshan, SW China by Yi-Won Addi, Heping Liao, Xinan Chen, Mengran Li

“…This study examines the determinants of food security in smallholders’ homegardens in Xiaoliangshan, southwest China, through a mixed-methods approach combining field surveys, interviews, and spatial-statistical analyses. …”
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Solar Drying Technology: Current Research Trends and Future Perspectives by Nanang Apriandi, Rani Raharjanti, Avicenna An-nizami, Yusuf Dewantoro Herlambang, Yoyok Dwi Setyo Pambudi, Khoiri Rozi, Komang Metty Trisna Negara, Nur Setyowati

“…Solar drying technology has become a vital innovation for sustainable food preservation and renewable energy utilization, offering an energy-efficient alternative to conventional drying methods. This study provides a comprehensive bibliometric analysis of research trends, influential authors, key institutions, and geographical contributions in the field of solar drying technology from 2004 to 2024. …”
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An Advanced Recomposition-Based Displaying Technique: Maximizing Image Reconstruction for Virtual Museum Applications by Jingjie Zhao, Xin Shi, Olga Yezhova, Qinchuan Zhan, Xijing Zhang

“…These methods, combined with a multi-layer aggregation algorithm that encodes deep feature representations in a Gaussian Mixture Model (GMM), enable seamless scene reconstruction with improved precision. …”
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A large language model for advanced power dispatch by Yuheng Cheng, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Yuji Cao, Chao Yang, Xinlei Cai

“…We have developed a novel dataset construction technique that harnesses various data sources to fine-tune GAIA for optimal performance in this domain. …”
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Synergistic effects of GGBFS addition and oven drying on the physical and mechanical properties of fly ash-based geopolymer aggregates by T. Muralidhara Rao, B. Naga Malleswara Rao, Bypaneni Krishna Chaitanya, Mukkala Priyanka, Venkatesh Chava, Chereddy Sonali Sri Durga

“…Furthermore, two aggregate drying methods, oven drying, and ambient air drying, are adopted to evaluate their optimal performance through physical and mechanical tests. …”
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Meta-Study on Sulphur Supply of Various Crop Species in Organic Farming Between 1998 and 2023 in European Countries—Part 1: Effects of Sulphur Supply on Plant Dry Biomass, Nitrogen... by Hartmut Kolbe

“…Fertilisation was carried out with various sources of sulphur in different quantities and forms, usually directly before or during crop cultivation. …”
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Enzyme activity in germinating seeds of winter soft wheat when the light regime changes due to UV seed radiation by E. N. Simonova, N. S. Kravchenko

“…Stimulation during seed germination, which accelerates seed growth and foliage development, includes electrophysical methods, in particular, seed treatment with ultraviolet radiation. …”
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Artificial intelligence prompt engineering as a new digital competence: Analysis of generative AI technologies such as ChatGPT by Pawel Korzynski, Grzegorz Mazurek, Pamela Krzypkowska, Artur Kurasinski

“…Research Design & Methods: This research utilized a narrative and critical literature review and established a conceptual framework derived from existing literature taking into account both academic and practitioner sources. …”
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Gravity and Magnetic Separation for Concentrating Critical Raw Materials from Granite Quarry Waste: A Case Study from Buddusò (Sardinia, Italy) by Antonello Aquilano, Elena Marrocchino, Carmela Vaccaro

“…Therefore, the present study was conducted to assess the efficiency of these gravity and magnetic separation methods in order to concentrate CRMs from granite EW. …”
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Sentimentally enhanced conversation recommender system by Fengjin Liu, Qiong Cao, Xianying Huang, Huaiyu Liu

“…Existing studies often rely on knowledge graphs to enhance the representation of entity information. However, these methods tend to overlook the inherent incompleteness of knowledge graphs, making it challenging for models to fully capture users’ true preferences. …”
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Stacked hybrid model for load forecasting: integrating transformers, ANN, and fuzzy logic by Elakkiya E, Antony Raj S, Arunkumar Balakrishnan, Bhavyasri Sanisetty, Revanth Balaji Bandaru

“…With the addition of renewable energy sources and the advancement of smart grid technology, energy systems have become increasingly complex, making accurate forecasting increasingly challenging. …”
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Quantum limits of parameter estimation in long-baseline imaging by Aqil Sajjad, Michael R. Grace, Saikat Guha

“…We show how both receiver designs can be used to capture both sources of information and discuss how similar methods could be extended to more general imaging tasks. …”
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Development of management accounting functions in the corporate governance system by S. N. Grichkina, K. S. Chestnova

“…To achieve this goal, the methods of synthesis and analysis, abstraction, deduction and induction, comparison and systematization were used, as well as a critical analysis of existing views on the essence of management accounting, its functions and possible development scenarios, taking into account transformations in accounting science and practice observed in the third decade of the XXI century. …”
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