Research on interactive optimization technology in music education games based on EMD-RNN by Xiaohang Yang

“…Experimental results demonstrate that the proposed method achieves a 4.6 % error rate in note recognition and a 63.4 % intonation correctness rate, outperforming traditional models in personalized music education.…”
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Enhanced thermal performance of variable cross-section solar collectors: a case study in Santiniketan, India by Pranab Kanti Roy

“…The non-singular and singular value problems are solved using the classical Adomian decomposition method (ADM) and the modified Adomian decomposition method (MADM), respectively. …”
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Edge-aware multisensor brain image fusion via guided filtering in Laplacian domain by Shweta Sharma, Shalli Rani, Ayush Dogra, Mohammed Wasim Bhatt

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BEST PRACTICE IN ENHANCING SOCIO-EMOTIONAL LEARNING IN PRIMARY SCHOOL THROUGH COMPUTATIONAL THINKING by Antoaneta-Firuţa TACEA, Anişoara DUMITRACHE, Beatrice ALMĂŞAN, Dana MANOLACHE

“…It features a detailed example of the working methodology and interpretations of critical situations in digital stories using the computational thinking method – a complete model that can be replicated in a similar educational context.…”
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Underwater Reverberation Suppression Using Wavelet Transform and Complementary Learning by Jiajie Liu, Qunfei Zhang, Xiaodong Cui, Chencong Tang, Zijun Pu

“…Experimental results demonstrate that our method achieves a higher Peak-to-Average Signal-to-Reverberation Ratio (PSRR), Structural Similarity Index (SSIM), and Peak-to-Average Ratio (PAR) of cross-correlation while effectively preserving key time–frequency features, compared to traditional methods such as autoregressive (AR) and singular value decomposition (SVD).…”
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Study of the mechanical properties of double line pipelines under silty sandstone and pipeline coupling by Cun-dong Xu, Wen-hao Han, Jin-xi Xia, Jun-kun Nie, Jun Cao, Zhi-hang Wang

“…The results of the study show that the relative error between the intrinsic mode of the finite element model of the double-line pipeline and the frequency identified by the dispersion entropy variational mode decomposition (DVMD) method on the measured vibration signals is only 1.55%, which confirms the validity of the finite element model and the accuracy of the results. …”
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Spectral Adaptive Dropout: Frequency-Based Regularization for Improved Generalization by Zhigao Huang, Musheng Chen, Shiyan Zheng

“…Through extensive experimentation on character-level language modeling tasks, the study demonstrates that the method achieves a 1.10% improvement in validation loss while maintaining competitive inference speeds. …”
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Analysis of the Influence of Strategic Trends: Methodological Aspect and Application at the Regional Level by R.  I. Gerelishin

“…A hierarchical structure of trends, a scheme for decomposing trends into channels of influence, and proposals for the procedure for assessing their individual and joint influence are presented, for which both econometric modeling and statistical methods, as well as expert assessments, can be used. …”
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Trends and comparisons of diabetes burden in China and the world from 1990 to 2021,with forecasts to 2050:a systematic analysis of the global burden of disease study 2021 by Chenqing Liu, Yun Li, Nan Wang, Yandong Wu, Jiaqi Liu, Mengjie Ding, Shuhan Liu, Yibing Hao, Ying Wu, Shaopeng Liu

“…This study investigated the trends in the age—and gender—specific burden of diabetes in China and worldwide from 1990 to 2021, and predicted the prevalence of diabetes in 2050. Methods Using publicly available data from the Global Burden of Disease (GBD) database from 1990 to 2021, we comprehensively applied Joinpoint regression and age—period—cohort (APC) analysis to reveal the epidemiological characteristics, conducted decomposition analysis to identify the driving factors of burden changes, and used the autoregressive integrated moving average (ARIMA) model to project the disease burden of diabetes from 2022 to 2050. …”
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Analysis of the global trends and causes of self-harm due to high temperature: a global level ecological study by Jingjie Ma, Xingchao Zhang, Sanqian Chen, Siyu Zhou, Jing Ding, Yuting Deng, Jiakang Hu, Fang Wang, Yuanan Lu, Songbo Hu

“…A panel data model assessed the impact of national indicators on heat-related self-harm mortality. …”
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Global and regional burden of four drug use disorders in the elderly, 1990 to 2021: an analysis of the global burden of disease study by Bochao Jia, Rui Wei, Zhiqi Li, Meiyu Feng, Mengxue Wang, Chongjun Zhao, Yi Wei, Zhenquan Liu, Yuanhui Hu

“…Finally, apply the Nordpred model to predict DALYs for global and high-burden regions from 2022 to 2035. …”
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A novel brain MRI classification framework integrating tuned single scale retinex and empirical wavelet entropy features by Paravathanani Rajendra Kumar, Krishna Prakash, Buraga Ram Sai Teja, Kota Akhil Manoj, Adi Bhuvaneswar, Divvela David Syam Kumar, Shonak Bansal, Sandeep Kumar, Mohammad Rashed Iqbal Faruque, K. S. Al-mugren

“…This study proposes a novel brain MRI image classification framework involving image enhancement, adaptive decomposition, statistical feature extraction, and a supervised classification method. …”
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Avocado fruit sorting by hyperspectral images by D. A. Metlenkin, R. A. Platova, Yu. T. Platov, O. V. Fedoseenko, O. V. Sadkova

“…Using sequential simulation by the projection to latent structures (PLS) method, accurate calibration models were developed to detect moisture (RP2 = 0.89) and dry matter (RP2 = 0.92) in the composition of avocado fruits. …”
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A multi-module enhanced YOLOv8 framework for accurate AO classification of distal radius fractures: SCFAST-YOLO by Yu Wang, Haifu Sun, Tiankai Jiang, JunFeng Shi, JunFeng Shi, Qin Wang, Qin Wang, Hongwei Yang, Hongwei Yang, Yusen Qiao

“…IntroductionCT-based classification of distal ulnar-radius fractures requires precise detection of subtle features for surgical planning, yet existing methods struggle to balance accuracy with clinical efficiency. …”
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Neural network-based classification and regression of magnetohydrodynamic modes in tokamaks by L. Bardoczi, K. Won, N.J. Richner, A.C. Brown, D. Chow, P. Li, J. Monahan

“…Since $m,n = 2,1$ NTMs frequently emerge alongside $m,n = 1,1$ sawteeth at the same frequency in this scenario, the focus is on isolating the m  = 1 and m  = 2 components of the n  = 1 MHD mode near the tearing onset. To improve model regularization and prediction stability, singular value decomposition was applied to balance the sawtooth and tearing datasets. …”
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Improvement of Saline–Alkali Soil and Straw Degradation Efficiency in Cold and Arid Areas Using <i>Klebsiella</i> sp. and <i>Pseudomonas</i> sp. by Xiaoyu Zhao, Xiaofang Yu, Julin Gao, Jiawei Qu, Qinggeer Borjigin, Tiantian Meng, Dongbo Li

“…Microbial characteristics, straw degradation efficiency, element release rate, and soil factors were compared, and random forest linear regression and partial least squares path modeling analysis methods were utilized. The results indicated that the degradation of bacterial metabolites, the efficiency of corn stover degradation, the efficiency of component degradation, and the release rates of elements (C, N, P, and K) initially increased and then decreased with the increase in salinity. …”
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Global, regional, and national differences in the burden of refraction disorders among children, adolescents, and older adults: current trends and future projections by Qiheng Yuan, Longji Wang, Bianjin Sun, Siwen Chen, Yutong Kang, Yongliang Lou, Meiqin Zheng

“…Decomposition analysis was applied, frontier analysis identified potential burden reductions, and Bayesian Age-Period-Cohort (BAPC) Models were used to forecast future trends. …”
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Multi-Functional Reconfigurable Intelligent Surface Assisted Security Communication Systems Under Imperfect CSI of Eavesdroppers by Rui-Bao Zhang, Dian-Wu Yue, Yu Sun

“…For this nonconvex optimization problem, we combine the penalty dual decomposition method, weighted minimum mean square error (WMMSE) method, S-Procedure Lemma, and general sign-definiteness to design an efficient solution. …”
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Hadronic decay of vector charmonium from the lattice by Benoît Blossier, Jochen Heitger, Jan Neuendorf, Teseo San José

“…A relatively simple, early example is the 3 P 0 quark model, which provides a physical insight of the decay process.…”
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Assessment of the effect of speed and scale on the total resistance and its components for a bulk carrier by Carlo Giorgio Grlj, Nastia Degiuli, Ivana Martić

“…The total resistance coefficient and its components decrease as speed increases and scale decreases. The virtual fluid method is employed, and the results show that the total resistance coefficient and its components for the full-scale ship can be derived from numerical simulations conducted at model scale. …”
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