Graph-Driven Deep Reinforcement Learning for Vehicle Routing Problems with Pickup and Delivery by Dapeng Yan, Qingshu Guan, Bei Ou, Bowen Yan, Hui Cao

“…The single-head attention decoder then applies a computationally efficient compatibility layer to sequentially determine the next node to visit. …”
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Comparative Analysis of ARIMA, Prophet, and Glmnet for Long Term Evolution (LTE) Base Station Traffic Forecasting by Tutun Juhana, Hajiar Yuliana, . Hendrawan, . Iskandar, Yasuo Musashi

“…The study begins with dataset description and preparation, followed by the selection of traffic forecasting models, and concludes with performance evaluation based on metrics such as Mean Absolute Error (MAE), Mean Absolute Percentage Error (MAPE), Symmetric Mean Absolute Percentage Error (SMAPE), Root Mean Squared Error (RMSE), and Coefficient of Determination (R²). The main contribution of this research is a comprehensive comparison of the three forecasting methods, aiding practitioners and researchers in identifying the best prediction model for specific contexts. …”
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Financial Planning and Self-control on Retirement Well-being through Financial Behaviour: Evidence from a Developing Country by P. A. N. S. Anuradha, T. Udayangani, G. S. Jayarathna

“…Results highlight the critical role that financial behaviour plays in determining retirement well-being, with efficient financial planning having a greater impact than self-control. …”
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Evaluación del efecto del ultrasonido en la homogenización del helado a base de leche by Yesenia Campo-Vera, Nidia Yazmín Luna-Granados, María Fernanda Silva-Pinto

“…This research aims to evaluate the effect of ultrasound at different frequencies (40 and 80 kHz) for 30 min on the viscosity and crystallization parameters of milk-based ice cream at the laboratory level. Methods. For which, the ice cream making process was carried out applying US (40-80 kHz / 30 min) in the homogenization stage. …”
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Rotavirus in Water Environments: A Systematic Review and Meta-Analysis by Aaron Awere-Duodu, Eric S Donkor

“…Further research is needed to find more efficient methods that can effectively eliminate rotavirus to insignificant levels in water environments.…”
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THE CLIMATE VARIABILITY OF THE AGRICULTURAL YEAR 2016- 2017 CASE STUDY: THE SOUTH-WEST OLTENIA REGION, ROMANIA by Dana Maria (OPREA) CONSTANTIN, Ion MARINICĂ, Nicoleta IONAC, Andreea Floriana MARINICĂ, Elena GRIGORE, Elena BOGAN, Florina TATU

“…The variability of the main thermic and water parameters, of each agricultural year, determines the fluctuation of the crops. The analysis of these resources represents the sine qua non conditions for an efficient agricultural management.…”
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Objective Identification of Tropical Cyclone Systems With Potential for Storm Surge Impact in the Western North Pacific by Xiaoqi Zhang, Gregor C. Leckebusch, Kelvin S. Ng

“…This can be addressed by constructing physically consistent large tropical cyclone event sets, for example, from ensemble simulations. To allow efficient construction of these event sets, we propose a combination (M&S‐WiTRACK) of two objective tracking methods relying solely on near‐surface information and validate the performance of the combination on detecting tropical cyclones with potential for storm surge impact using ERA5. …”
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A Review on New Frontiers in Drug-Drug Interaction Predictions and Safety Evaluations with In Vitro Cellular Models by Lara Marques, Nuno Vale

“…These interactions can lead to altered drug exposure, potentially compromising efficacy or increasing the risk of adverse drug reactions (ADRs), thereby posing significant clinical and regulatory concerns. Traditional methods for assessing potential DDIs rely heavily on in vitro models, including enzymatic assays and transporter studies. …”
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Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks by Revaldi Rahmatmulya, Agung Teguh Wibowo Almais, Mokhamad Amin Hariyadi

“…To address this issue, this research proposes a system capable of performing segmentation to determine the level of building damage post-natural disaster using convolutional neural network methods. …”
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Preliminary exploration and application research on the model of gathering distillate according to the quality based on Fourier transform near infrared spectroscopy by LIAO Li, ZHANG Guiyu, ZOU Yongfang, ZHU Xuemei, PENG Houbo, ZHANG Wei, LI Yan

“…Multiplicative scatter correction (MSC), competitive adaptive reweighting algorithms sampling (CARS) and support vector regression (SVR) were better methods to construct the regression prediction model, with coefficient of determination R² and root mean square error (RMSE) mean values of 0.8951 and 0.03, respectively. …”
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Relationship between nerve conduction studies and risk of fall in elderly by K G Palani, L D Parmar

“…Methods Using purposive sampling 18 elderly subjects reported healthy were selected and underwent BBS, TUS& TUG. …”
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Physician Review Websites: Understanding Patient Satisfaction with Ophthalmologists Using Natural Language Processing by Jason J. Jo, Christopher P. Cheng, Stephanie Ying, James G. Chelnis

“…Methods. Healthgrades is a PRW where patients submit verified reviews, containing a star rating and a narrative review, of US-based ophthalmologists. …”
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Adopting Technological Innovations in the Air Cargo Logistics Industry in South Africa by Adedotun Joseph Adenigbo, Joash Mageto, Rose Luke

“…The specific objective is to emphasise the effects of technologies on air cargo logistics operations to address the reluctance to adopt technological innovations in the industry. <i>Methods:</i> A questionnaire survey was conducted randomly on three hundred and seventy-three (373) cargo agents at the OR Tambo International Airport. …”
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Using a Modified SERVQUAL Approach to Assess the Quality of Supply Chain Services in Greek Online Supermarkets by Anastasia D. Mitropoulou, Giannis T. Tsoulfas

“…<i>Conclusions:</i> Competition is expected to become more intense and efficient supply chains that provide services of high quality will have a determinant role to play. …”
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Generation, Propagation, and Titering of Dicistrovirus From an Infectious Clone by Junzhou Shen, Jibin Sadasivan, Eric Jan

“…This protocol offers a rapid and reliable approach for generating recombinant viruses, viral amplification, and determining CrPV titers, enabling efficient investigation into viral biology and facilitating the development of antiviral strategies.…”
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Advancements and trends in vehicle sound package for noise control: A comprehensive review by Yifeng Fu, Xiao Wang

“…Vehicle sound package system plays a critical role in determining vehicle’s noise, vibration, and harshness (NVH) performance. …”
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Comparison Between Real-Time Ultrasound-Guided Percutaneous Tracheostomy and Surgical Tracheostomy in Critically Ill Patients by Hyun Tag Kang, Shin Young Kim, Min Ki Lee, Seung Won Lee, Aerin Baek, Ki Nam Park

“…Materials and Methods. A total of 90 patients who underwent US-PDT (n = 36) or ST (n = 54) between July 2019 and September 2020 were enrolled. …”
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EFFECTIVE HEAT-PROTECTIVE SYSTEM WITH THE USE OF THERMAL INSULATING SOLUTION OF REDUCED DENSITY by L. Kh. Zagorodnyuk, D. A. Sumskoy, S. V. Zolotykh

“…The aim of the work is to increase the efficiency of the heat-shielding system using a low-density heat-insulating solution.Methods and materials. …”
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Anomaly classification in IIoT edge devices by Danny Alexandro Múnera-Ramírez, Diana Patricia Tobón-Vallejo, Martha Lucía Rodríguez-López

“…Considering metrics such as false positive rate, false negative rate, accuracy, F1-score, and execution time, we concluded that SVM and MLP were the best methods for the case study because of their accuracy (78.6 and 76.1, respectively) and low execution time (17.3ms and 0.35ms). …”
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Waterflood assessment in carbonate reservoirs by Gulnaz Moldabayeva, Jamilyam Ismailova, Alfiya Khussainova, Dinara Delikesheva, Abdulakhat Ismailov

“…The results highlight the critical role of fracture connectivity and orientation in determining the success of waterflooding operations, with findings that fractures can significantly enhance initial oil recovery but may also lead to early water breakthrough, reducing overall efficiency. …”
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