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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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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Investigation on Potential-Induced Degradation in a 50 MWp Crystalline Silicon Photovoltaic Power Plant by Jingsheng Huang, Hongtao Li, Yaojie Sun, He Wang, Hong Yang

“…The results obtained in this paper show that the maximum power degradation rate of solar modules was as high as 53.26% after only one year of operation because of PID in the field. …”
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Understanding the changes in multi-structure, physicochemical properties, and in vitro digestibility of quinoa starch by annealing with hydrogen-infused and plasma-activated water... by Hang Liu, Ge Tian, Shanshan Gao, Shuang Liu

“…The total hydrolysis rate and rapidly digestive starch content decreased in QS after ANN treatment, and resistant starch level markedly increased. …”
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Evaluation of the Effects of Anesthetics and Surgery on Sleep Quality in Patients Undergoing Posterior Spinal Instrumentation Surgery: A Prospective Randomised Clinical Trial by Selcan Akesen, Gökay Eken, Yücel Bilgin, Saltuk Buğra Güler, Elifgül Ulutaş

“…Introduction: The aim of the study is to evaluate the impact of the anesthesia methods and surgical procedure on the sleep patterns and sleep quality of patients undergoing posterior spinal instrumentation, using the Pittsburgh Insomnia Rating Scale-20 (PIRS-20). …”
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AI-DBS study: protocol for a longitudinal prospective observational cohort study of patients with Parkinson’s disease for the development of neuronal fingerprints using artificial... by Martijn Beudel, Rick Schuurman, Rob M A de Bie, Deborah Hubers, Mariëlle J Stam, Martijn G J de Neeling, Bart J Keulen, Arthur W G Buijink, Bernadette C M van Wijk

“…Correlations will be tested between spectral features of LFP data and symptom severity, which will be assessed using (1) inertial sensor data from a wearable smartwatch, (2) clinical rating scales and (3) patient diaries and analysed using conventional descriptive statistics and artificial intelligence algorithms. …”
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Investigating thermal effects on void formation in electromigration using thermoreflectance imaging by Kengo ARAKI, Kanji TAMAI, Reiko KURIYAMA, Kazuya TATSUMI

“…Furthermore, the void growth rate and the line temperature near the voids followed an exponential relation in the void growth period. …”
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Predictive Growth Modeling of Listeria monocytogenes in Rice Balls and Its Risk Assessment by Seoungsoon Yeo, Misook Kim

“…The effects of temperature on bacterial growth rate and lag time were evaluated using the square root model. …”
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Mouthwash Use in General Population: Results from Adult Dental Health Survey in Grampian, Scotland by Kirstin Rhodes, Rochelle Morgan, Iain Bovaird, Claudia Cunningham, Michal M. Kawecki, Tatiana V. Macfarlane, Ray Watkins

“…Objectives: The purpose of this study was to determine the pattern of mouthwash use and to investigate the associated factors in general population.Material and Methods: An Adult Dental Health Survey was conducted on 3,022 residents of Grampian region of Scotland (adjusted participation rate 58.2%). …”
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Experience with Early Enteral Feeding in a Patient with Venoarterial Extracorporeal Membrane Oxygenation by V. V. Lomivorotov, S. M Yefremov, A. V. Bogachev, I. A. Kornilov

“…In addition, an inverse correlation was found between the serum concentration of lactate and the daily volume of diuresis. The rate of hourly diuresis had a direct correlation with respiratory index and an inverse correlation with oxygenation index. …”
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The 2015 guidelines for the laboratory diagnosis of rheumatic diseases by the All-Russian Public Organization «Association of Rheumatology of Russia» by E. N. Aleksandrova, A. A. Novikov, E. L. Nasonov

“…The important laboratory markers of RDs are acutephase indicators (erythrocyte sedimentation rate, C-reactive protein, etc.) that can assess the inflammatory activity of the disease, its progression pattern, and prognosis during the chronic inflammatory process, as well as therapeutic efficiency. …”
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An analysis of spatial distribution characteristics and driving factors of traditional villages in the Loess Plateau. by Xiaobin Bao, Yingna Yang, Jianqing Qi, Yanbing He

“…Among them, the density of cultural heritage sites (q = 0.546) is the primary driving factor, followed by annual precipitation (q = 0.458), population size (q = 0.457), and urbanization rate (q = 0.354). The interaction between factors is significant and mostly shows non-linear enhancement, for instance, the interactive explanatory power of population size and the density of cultural heritage sites is as high as 0.852.…”
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Wernicke encephalopathy in combination with acute polyneuropathy under the guise of a demyelinating disease in a teenager with an eating disorder by E. O. Ovchinnikova, A. S. Kotov, M. V. Panteleeva, E. V. Mukhina

“…The condition is associated with a high mortality and morbidity rate. Wernicke encephalopathy is most commonly seen in adolescent children presenting with a vitamin B1 deficiency. …”
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Adipokines and Sexual Hormones Associated with the Components of the Metabolic Syndrome in Pharmacologically Untreated Subjects: Data from the Brisighella Heart Study by Arrigo F. G. Cicero, Paolo Magni, Massimo Moré, Massimiliano Ruscica, Elena Dozio, Liliana Steffani, Claudio Borghi, Felice Strollo

“…Men and women included in the age-class subgroups were matched for body mass index, waist circumference, blood pressure, heart rate, fasting plasma glucose, and plasma lipids. …”
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Dynamic Micro-Vibration Monitoring Based on Fractional Optical Vortex by Fucheng Zou, Dechun Liu, Le Wang, Shengmei Zhao, Jialong Zhu

“…We systematically investigate the effects of TC, CCD frame rate, and interference contrast on measurement performance. …”
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Design of a Low Threshold Single-Mode In-P Laser Using Regrowth-Free Fabrication by A. Sharma, P. Landais, M. Srivastava, M. Wallace, F. Smyth, A. Kaszubowska-Anandarajah, P. Anandarajah

“…Subsequently, the extracted parameters are used in a rate equation model to predict the performance of the laser in terms of its L <inline-formula><tex-math notation="LaTeX">$ - $</tex-math></inline-formula> I characteristics and the sidemode suppression ratio (SMSR). …”
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Effect of acupuncture on endometrial receptivity in women with thin endometrium: study protocol for a single-centre, randomised, sham-controlled trial by Xin Liu, Li Yang, Xiaoyan Wang, Huanfang Xu, Yigong Fang, Pengfei Du, Chenchen Su, Jiashan Li, Weixin Li, Tian Hang, Yaoyao Zhu

“…Secondary outcomes are endometrial pattern, uterine arterial blood flow parameters (Pulsatility Index, Resistance Index and the ratio of peak systolic to end-diastolic blood flow velocities), endometrium blood flow, serum oestradiol concentration, clinical pregnancy rate and Self-Rating Anxiety Scale Scores.Ethics and dissemination This study has been approved by the ethics committee of the Institute of Acupuncture and Moxibustion, China Academy of Chinese Medical Sciences (approval no.: S2024-04-23-1). …”
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Reference Signal Design in OFDM ISAC for Long-range and High-speed UAV Detection by Aimin TANG, Shuhan WANG, Wenze QU

“…Then, to address the challenge of high-speed detection, the paper incorporates range-rate into the Chinese Remainder Theorem-based method. …”
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MASS LAYOFF MANAGEMENT AT DOMESTIC ENTERPRISES by Yulia Sotnikova, Eka Stepanova, Nikita Nazarov

“…The implementation of the rapid response strategy will make the process of employee laying off the most comfortable for all participants: redundant personnel will get psychological support; the local community will reduce the rate of unemployment in the region.…”
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