Waste Reduction Analysis with Lean Manufacturing Approach by Eulis Yulianti Faridah, Trio Yonathan Teja Kusuma

“…As a result, the production capacity of 1040 pcs per day cannot be achieved, and is only able to produce at the rate of 200-300 pcs. As a calculation reference to determine the degree of accuracy, a adequacy and uniformity test of the data will be carried out, then calculate the rating factor and determine the allowance for the calculation of normal time and standard time. …”
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AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation by Ritchie Natuan Caibigan, Punyaphol Horata, Pusadee Seresangtakul

“…The AEMS synergizes long-term preference patterns (derived from historical interactions) with real-time user intents and item attributes (captured through multibehavior signals), integrating them via an adaptive ensemble neural gating mechanism. …”
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Characteristics of water and soil loss occurrence under contour hedges condition in red soil slope fields by LI Xin-ping, CHEN Xin, WANG Zhao-qian, MA Kun, ZHANG Ru-liang

“…Soil physical characteristics and soil infiltration were significantly improved by hedge roots and higher water infiltration capacity and infiltration rate were maintained in different hedgerows. Regression models were also established to simulate the relationships between runoff, soil loss and infiltration capacity.…”
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Deep learning driven prediction and comparative study of surrounding rock deformation in high speed railway tunnels by Zeping Yang, Zhikai Cheng, Da Wu

“…The methodology incorporates quadratic exponential smoothing for outlier mitigation, followed by sequential feature extraction using convolutional neural networks (CNNs) and bidirectional gated recurrent units (GRUs). Comparative experiments demonstrate the model’s superiority over conventional architectures including RNN, LSTM, GRU, and CNN-GRU. …”
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Forecasting Sales in Live-Streaming Cross-Border E-Commerce in the UK Using the Temporal Fusion Transformer Model by Qi Zhang, Xue Li, Pengbin Gao

“…Our multimodal approach integrates diverse time series data, including historical sales, key opinion leader (KOL) influence, and seasonal patterns. The Temporal Fusion Transformer (TFT) model demonstrated consistently lower Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), and Mean Squared Error (MSE) across all forecasting horizons compared to other machine learning approaches, including Long Short-Term Memory (LSTM), Convolutional Neural Networks (CNN), and Gated Recurrent Unit(GPU)-accelerated architectures. …”
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A clustering-based federated deep learning approach for enhancing diabetes management with privacy-preserving edge artificial intelligence by Xinyi Yang, Juan Li

“…We develop tailored models that enhance prediction accuracy by clustering patients based on carbohydrate (CHO) intake patterns. Utilizing Simple Recurrent Neural Network (SimpleRNN) and Gated Recurrent Unit (GRU) methods, the study evaluates the performance of local patients who contribute to training the cluster and global (non-cluster) models. …”
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Anomaly Detection in Network Traffic via Cross-Domain Federated Graph Representation Learning by Yanli Zhao, Zongduo Liu, Junjie Pang

“…Traditional detection approaches typically rely on statistical features while overlooking the interaction patterns and structural dependencies among traffic flows. …”
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Unveiling gender imbalances among PhD students: early inequalities in productivity and impact influenced by supervisor-student gender combinations by Maria Antfolk

“…Even though women earn the same rate of PhD degrees, the gender imbalance becomes increasingly prominent at higher academic levels. …”
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TIME SERIES MODELING OF NATURAL GAS FUTURE PRICE WITH FUZZY TIME SERIES CHEN, LEE AND TSAUR by Dodi Devianto, Aulia Zuardin, Maiyastri Maiyastri

“…The three FTS methods have good performance of accuracy for this time series data, where FTS Tsaur as fuzzy times series approach with average based method shows the best results with the smallest error rate to the data of natural gas future price.…”
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Factors of Fetal Origin in the Regulation of Labor Initiation and Preterm Birth by Yang Pan, Longkun Ding, Lu Gao

“…In order to improve the survival rate and quality of preterm infants, there is critical need to identify the specific mechanisms underlying the initiation of labor. …”
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Cancer incidence over the last decade in Omsk and Orenburg regions: a descriptive study by N. G. Shirlina, A. S. Vyaltsin, V. L. Stasenko, A. V. Klimushkin

“…Average long-term standardized incidence rate of malignancies in Omsk and Orenburg regions was 276,5 0/0000 and 273,0 0/0000, respectively. …”
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Theoretical Regulations and Institutional Features of Financing Arts by N. A. Burakov, O. A. Slavinskaya

“…There have been confirmed such symptoms of Baumol’s cost disease as: labor productivity in cultural organizations lagging behind the average regional rate, super-inflationary growth for ticket prices in theaters, and catch-up wage growth in the theater in relation to the average wage level in the region. …”
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Medial Vowel Temporal Acoustics in Arabic and Japanese Polysyllabic Words by Yahya Aldholmi

“…The durational ratio of short-to-long vowel presents a new pattern that contrasts with that reported in earlier research. …”
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A Compact Penta-Band Low-SAR Antenna Loaded with Split-Ring Resonator for Mobile Applications by M. Manikandan, S. Karthigai Lakshmi

“…The antenna is also analyzed for the SAR (specific absorption rate) values, and it was found to be less than 2 W/kg for 10 g volume of tissue. …”
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Eradication Therapy - Recent Trend in Research by Heung Up Kim

“…However, as drug exposure increases, the resistance rate to some antibiotics increases, and the pattern of antibiotic resistance varies from region to region. …”
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MORTALIDAD POR ATROPELLO VEHICULAR Y DISTRIBUCIÓN DE ANFIBIOS Y REPTILES EN UN BOSQUE SUBANDINO EN EL OCCIDENTE DE COLOMBIA by Vargas Fernando, Delgado Ingrid

“…We also recorded the variation in composition and structure of herpetofaunalassemblages from areas close to the road versus areas away from the road (forestinterior). We found a mortality rate of one vertebrate every 3-4 days; 50% wereamphibians, mostly reptiles (snakes, 0.047 individual/day/Km). …”
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MODERN ACHIEVEMENTS IN EARLY NEONATAL FEEDING OF PRETERM INFANTS by L.I. Zakharova, N.S. Kol'tsova

“…Using a special formula with prebiotics on this category of infants, therefore, provides optimal rate of body weight growth and models protein lipid metabolism in blood serum after the anabolic pattern. …”
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Quantifying Objective and Perceived Image Quality Through EEG and Eye-Tracking by Changhyun Lim, Hyun-Jun Jeon, Woojae Jung, Youngshin Kwak, Myong Young Lee, Jung Hyun Ham, Hyun Bin Joo, Oh-Sang Kwon, Dongil Chung

“…Individuals’ pupil diameter successfully tracked (cluster-based permutation p <0.05) both objective and subjective perspectives of image quality. These patterns highlight both the shared characteristics and measurable distinctions between objective image quality and subjective vividness ratings. …”
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Effects of Splitting Airfoil’s Aspect Ratio on the Control of Separation and Loss Distribution in a Distortion Generator by M. Hassani, M. Bazazzadeh, M. D. Manshadi

“…It has appeared that combined loss pattern of the triple arrangement of the airfoils can be reconstructed from dual arrangement, and it can be reproduced from a single pattern in a hierarchical process. …”
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Investigation on the Relationship Between the Vibratory Peening Process Parameters and Almen Intensity by Maxime Paques, Miao Hong Yan, Changeux Benoit, Turenne Sylvain, Badreddine Jawad, Martin Etienne

“…First, a screening model with primary effects showed that the media mass, airbag pressure, specimen longitudinal position, and lubrication rate have minor influence on Almen intensity. Secondly, a definitive model showed that high eccentricity, high frequency, and deep specimen immersion are required to reach high Almen intensities. …”
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