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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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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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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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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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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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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Deep Temporal and Structural Embeddings for Robust Unsupervised Anomaly Detection in Dynamic Graphs by Samir Abdaljalil, Hasan Kurban, Rachad Atat, Erchin Serpedin, Khalid Qaraqe

“…Our method successfully captures temporal patterns, making it robust against subtle anomalies and structural changes. …”
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Acute health effects of ambient air pollution including ultrafine particles in a semi-experimental setting in young, healthy individuals by Elisabeth Folwarczny, Felix Forster, Rudolf A. Jörres, Stefan Rakete, Sheng Ye, Mark Wenig, Nadine Gawlitta, Jürgen Schnelle-Kreis, Richard Winterhalter, Alexander Müller, Dennis Nowak, Stefan Karrasch

“…Results The sites showed the planned pattern of exposure levels but with large overlap. …”
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Identification of age-specific risk factors for hyperuricemia: a machine learning-driven stratified analysis in health examination cohorts by ChuXia Tan, Yuan Liu, Lijun Li, Ying Li, Pingting Yang, Yinglong Duan, Xingxing Wang, Huiyi Zhang, Jingying Wang, Honglian Zhang

“…Results The overall detection rate of HUA was 22.8%, and the level of serum uric acid increased significantly with age. …”
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Hymecromone Administration in Real Clinical Practice: Results of the Prospective Multicentre Observational Study in the Republic of Kazakhstan by A. V. Nersesov, D. A. Kaybullaeva, V. S. Rakhmetova, I. A. Lozinskaya, A. K. Kurmangalieva, V. S. Ayupova, A. B. Orazbaeva, A. K. Kanabaeva, Yu. O. Shulpekova

“…A visual analogue scale and RAPID questionnaire were used to characterise biliary pain; severity of associated symptoms, bowel habit and a quality of life according the SF-12 were also assessed. A rate of a ≥50 % reduction in symptom severity was used as a primary efficacy criterion; a rate of a ≥10 improvement in the SF-12 quality of life score was used as a secondary efficacy criterion. …”
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CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…The high fluctuation and volatility of cryptocurrency prices and the complexity of non-linear relationships in data patterns attract investors and researchers who want to develop accurate cryptocurrency price forecasting models. …”
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Development of oculomotor digital biomarkers using clinical examinations as “Ground Truth” by Brittany Trotter, Melissa Hunfalvay, Melissa Hunfalvay, Nicholas P. Murray, Greg C. Mathews, Frederick Robert Carrick, Frederick Robert Carrick, Frederick Robert Carrick, Frederick Robert Carrick

“…A board-certified neurologist with 16 years of experience also conducted an oculomotor examination to mirror eye movement patterns.ResultsData analysis included a series of single-block logistic regressions to examine the scoring of the six eye-tracking tests (RightEye, LLC) to predict clinician-rated eye movement classifications (i.e., normal or abnormal). …”
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D4Care: A Deep Dynamic Memory-Driven Cross-Modal Feature Representation Network for Clinical Outcome Prediction by Binyue Chen, Guohua Liu

“…In addition, we also introduce a memory-aware constrained layer normalization to alleviate the challenges of multi-modal feature heterogeneity. Besides, we use gating mechanisms and dynamic memory components to enable the model to learn feature information of different historical-current patterns, further improving the model’s performance. …”
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