Seedling Petri-dish inoculation method: A robust, easy-to-use and reliable assay for studying plant–Ralstonia solanacearum interactions by Peng CAO, Jia-lan CHEN, Ning-ning LI, Shuang-xi ZHANG, Rong-bo WANG, Ben-jin LI, Pei-qing LIU, Yu-yan AN, Mei-xiang ZHANG

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Detection and Prediction of Wind and Solar Photovoltaic Power Ramp Events Based on Data-Driven Methods: A Critical Review by Jie Zhang, Xinchun Zhu, Yigong Xie, Guo Chen, Shuangquan Liu

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Low Contrast Enhancement Algorithm for Color Image Using Pythagorean Fuzzy Sets With a Fusion of CLAHE and BPDHE Methods by M. Manivasagan, S. Jagatheswari

“…By integrating this method with contrast limited adaptive histogram equalization, alongside a color restoration technique and brightness-preserving dynamic histogram equalization, the brightness and natural appearance of the original low-contrast image are maintained. …”
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Consumers' motivation to purchase electric vehicles: a mixed-methods belief elicitation study using theory of planned behavior by Shun Mya Thwe, Weng Marc Lim, Kian Yeik Koay, Derek Ong

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Antimicrobial Susceptibility of <i>Escherichia coli</i> Isolates Causing Community-Acquired Urinary Tract Infections: Comparison of Methods by Alexander Machado Cardoso, Vinicius Ribeiro Flores, Gabriel Gomes do Rosario, Juliana Barbosa Succar, Lidiane Coelho Berbert, Maria Clara de Freitas Oliveira, Anna Luiza Bauer Canellas, Marinella Silva Laport, Cláudia Rezende Vieira Mendonça Souza, Thiago Pavoni Gomes Chagas, Rubens Clayton da Silva Dias, Fabio da Silva de Azevedo Fortes, Flávia Lúcia Piffano Costa Pellegrino

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INTRA-REGIONAL DIFFERENTIATION IN THE ENVIRONMENTAL DIMENSION OF MUNICIPALITIES OF ŚWIĘTOKRZYSKIE VOIVODESHIP IN TERMS OF DEMOGRAPHIC CHANGES IN 2010 AND 2020 by Paweł Dziekański, Markéta Šimková, Halyna Kraichynska

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Ecological scenarios: Embracing ecological uncertainty in an era of global change by K. Clark‐Wolf, W. E. Moss, B. W. Miller, I. Rangwala, H. R. Sofaer, G. W. Schuurman, D. Magness, A. J. Symstad, J. D. Coop, D. B. Bachelet, J. J. Barsugli, A. Ciocco, S. D. Crausbay, T. Hoecker, J. S. Lewinsohn, M. F. Oldfather, O. M. W. Richmond, R. Rondeau, A. Runyon, R. E. Russell, J. L. Wilkening

“…We provide examples of how specific qualitative and quantitative methods can be used to explore variation in ecological responses to a given climate future. …”
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A Hierarchical and Self-Evolving Digital Twin (HSE-DT) Method for Multi-Faceted Battery Situation Awareness Realisation by Kai Zhao, Ying Liu, Yue Zhou, Wenlong Ming, Jianzhong Wu

“…Its hierarchical structure allows the integration of different estimation models, and the self-evolving method allows the method to adapt to changes in different operating conditions. …”
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Meta-learning approach for variational autoencoder hyperparameter tuning by Michele Berti, Matheus Camilo da Silva, Sebastiano Saccani, Sylvio Barbon Junior

“…We propose a meta-learning (MtL) method for hyperparameter recommendation, which achieves competitive performance to state-of-the-art Bayesian Optimization (BO) with median AUC values of 0.660 &amp;plusmn; 0.038 (MtL) and 0.650 &amp;plusmn; 0.041 (BO), showing no statistically significant difference. …”
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PortraitEmotion3D: A Novel Dataset and 3D Emotion Estimation Method for Artistic Portraiture Analysis by Shao Liu, Sos Agaian, Artyom Grigoryan

“…Second, we propose an innovative 3D emotion estimation method that leverages three-dimensional labeling to capture the nuanced emotional spectrum depicted in artistic works. …”
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High-Precision Normal Stress Measurement Methods for Tire–Road Contact and Its Spatial and Frequency Domain Distribution Characteristics by Liang Song, Xixian Wu, Zijie Xie, Jie Gao, Di Yun, Zongjian Lei

“…A novel measurement method, integrating 3D scanning technology with bearing area curve (BAC) analysis, is proposed. …”
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Multi-Objective Decision-Making Evaluation Method of Environmental Impact Associated with the Life Cycle of Agro-Friendly Biochar Materials by Shunyang Wang, Jing Wei, Hua Li, Da Ding, Yaxin Zhang, Yuen Zhu, Shaopo Deng, Yongming Luo

“…Sensitivity analysis further confirmed the robustness of the method, with impact variations ranging from 0.44 to 0.52, suggesting the model’s reliability in comparing different remediation materials. …”
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Online variational Gaussian process for time series data by Weidong Wang, Mian Muhammad Yasir Khalil, Leta Yobsan Bayisa

“…Our method capitalizes on the sophisticated design of the online variational inference framework, ensuring a technically robust derivation and implementation. …”
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Variational Autoencoder-Based Framework for Retail Sales Prediction by Fuyu Li, Lei Wang, Bo Jin

“…Extensive experiments conducted in collaboration with a national retail chain in China demonstrate that our method outperforms state-of-the-art baseline methods and is practical for various operational and management tasks.…”
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Optimized Demand Forecasting for Bike-Sharing Stations Through Multi-Method Fusion and Gated Graph Convolutional Neural Networks by Hebin Guo, Kexin Li, Yutong Rou

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A Three-Dimensional Phenotype Extraction Method Based on Point Cloud Segmentation for All-Period Cotton Multiple Organs by Pengyu Chu, Bo Han, Qiang Guo, Yiping Wan, Jingjing Zhang

“…Therefore, this study proposes a cotton phenotypic data extraction algorithm that integrates ResDGCNN with an improved region-growing method and constructs a 3D point cloud dataset of cotton covering the entire growth period under real growth conditions. …”
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Noise Processing Method of MEMS Tilt Sensor Using Improved Kalman Filter Based on Quantum Particle Swarm Optimization by Yutong Ge, Weizheng Ren, Kaile Yu, Yiran Zhang, Yuxiao Li

“…According to the experimental findings, the proposed method exhibits a superior noise reduction effect, as evidenced by its smaller mean absolute error (MAE) and mean square error (MSE) compared to alternative techniques such as variational mode decomposition (VMD) combined with wavelet transform (WT), back propagation (BP) neural network optimized Kalman filter and particle swarm optimization (PSO) improved Kalman filter. …”
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K-Nearest Neighbors hybrid method for maximum power point tracking under partial shading for photovoltaic power systems by Djamel Guessoum, Maen Takrouri, Mohammad Rabih, Maissa Farhat, Sufian A. Badawi

“…Moreover, the KNN method proved to be highly adaptable to variations in PSC and rapid changes in solar irradiation.…”
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YOLOv8-RD: High-Robust Pine Wilt Disease Detection Method Based on Residual Fuzzy YOLOv8 by Junchao Yuan, Lina Wang, Tingting Wang, Ali Kashif Bashir, Maryam M. Al Dabel, Jiaxing Wang, Hailin Feng, Kai Fang, Wei Wang

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Frequency Responses Resistance to Variations of Electric Filter Parameters by E. N. Chervinskiy

“…The purpose of the article is to develop evaluation methods of amplitude- and phase-frequency responses resistance of low-pass and high-pass filters to parameter variations during the filters realization. …”
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