PAD-SA: a method for predicting the turnover of scientific researchers based on ADASYN-Stacking algorithm by Tianyi Zhang, Jing Yang, Ru Liu, Qiyuan Feng

“…The dataset for this study comprises feature information collected from 1100 scientific researchers. …”
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Extracellular ligand-responsive translational regulation of synthetic mRNAs using engineered receptors by Hideyuki Nakanishi, Keiji Itaka

“…This self-regulatory mechanism may help mitigate the risk of both excessive therapeutic protein-mediated adverse effects and insufficient therapeutic efficacy. …”
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Port terminal mobile recognition based on combined YOLOv5s-DeepSort. by Chengzhi Wang, Donghong Chen, Zhen Liu, Yuanhao Li, Yifei Wang, Sanglan Zhao

“…Finally, the original classification loss function was enhanced using a distributed sorting loss approach to mitigate the imbalance among loaded objects and the influence of background variations in the dock image sequence. …”
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From usable design characteristics to usable information security policies: a reconceptualisation by Lawo Dennis, Stevens Gunnar

“…Information Security Policies (ISPs) are crucial artefacts in organisations, governments, and civil societies to mitigate information security threats and risks. However, poorly designed ISPs can lead to hidden costs and decreased compliance in daily practices. …”
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TomatoGuard-YOLO: a novel efficient tomato disease detection method by Xuewei Wang, Jun Liu

“…The framework introduces two key innovations: the Multi-Path Inverted Residual Unit (MPIRU), which enhances multi-scale feature extraction and fusion, and the Dynamic Focusing Attention Framework (DFAF), which adaptively focuses on disease-relevant regions, substantially improving detection robustness. …”
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Does Size Matter? Analysing the Financial Implications of COVID-19 on SMEs and Large Companies Using a Hybrid Methodology by Khaled Halteh

“…Utilising Artificial Neural Networks and Multiple Discriminant Analysis, hybrid models were created and tested on a dataset featuring 1,342 Australian companies. The results indicate that financial distress only increased among large businesses during the pandemic. …”
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Rhythms under tension: Circadian clocks in an Unsynced Society by Aila Akosua Kattner

“…A study on Stenabolic (SR9009) in mice investigates its potential to mitigate weight gain, insulin resistance, and white fat accumulation under constant light exposure. …”
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“You want my money? dance!” by Bryan Dale

“…By providing a schema for possible consumption-related approaches that would feature varying degrees of state involvement, I encourage reflection on the extent to which justice may be realized as climate change is addressed through food system interventions. …”
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Design and Analysis of Low Pole Variable Flux Reluctance Machine by Hilmi Gurleyen

“…To address this issue, this paper proposes a novel dual-stator VFRM design, featuring reverse-direction armature windings for the front and rear stators, aimed at eliminating even-order harmonics. …”
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Neuroimmune crosstalk in chronic neuroinflammation: microglial interactions and immune modulation by Ludmila Müller, Svetlana Di Benedetto

“…Neuroinflammation is a fundamental feature of many chronic neurodegenerative diseases, where it contributes to disease onset, progression, and severity. …”
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Temporal and Spatial Dynamics of Soil Erosion and Its Influencing Factors in Yunlong County, Northwest Yunnan Province from 2000 to 2020 by ZHU Wanjing, WANG Keqin, SONG Yali, MA Jiangang, LIU Xinyi, WANG Zhenchao, ZHAO Yangyi

“…Future attention should be directed towards monitoring changes in soil erosion within altitudes ranging from 2 000~2 500 m and slopes between 15°~25° in Yunlong County while ensuring proper implementation of measures to develop featured agriculture and restore the microtopography on slopes to mitigate risks associated with further deterioration of soil erosion.…”
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Modeling Short-Term Drought for SPEI in Mainland China Using the XGBoost Model by Fanchao Zeng, Qing Gao, Lifeng Wu, Zhilong Rao, Zihan Wang, Xinjian Zhang, Fuqi Yao, Jinwei Sun

“…This study develops a methodological framework for short-term drought forecasting using SPEI time series (1979–2020) and evaluates three predictive models: (1) a baseline XGBoost model (XGBoost1), (2) a feature-optimized XGBoost variant incorporating Pearson correlation analysis (XGBoost2), and (3) an enhanced CPSO-XGBoost model integrating hybrid particle swarm optimization with dual mechanisms of binary feature selection and parameter tuning. …”
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A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems by Zongming Liu, Xuhui Chen, Xinan Liang, Zhicheng Sun, Fengqi Yang, Wenwen Ou, Linwei Li, Xiayan Qin

“…Furthermore, interpretability analysis reveals key design feature differences among user groups. The proposed method combines a Transformer module, which captures higher-order interactions among multidimensional design parameters (e.g., sentiment evaluation coefficients and task completion time), and a Long Short-Term Memory (LSTM) network, configured to enhance time-series feature capture through adjustments to hidden unit count and sequence length. …”
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Hyperspectral Imaging and Machine Learning for Diagnosing Rice Bacterial Blight Symptoms Caused by <i>Xanthomonas oryzae</i> pv. <i>oryzae</i>, <i>Pantoea ananatis</i> and <i>Enter... by Meng Zhang, Shuqi Tang, Chenjie Lin, Zichao Lin, Liping Zhang, Wei Dong, Nan Zhong

“…One-dimensional convolutional neural networks (1DCNNs) were employed to construct a classification model, integrating various spectral preprocessing techniques and feature selection algorithms for comparison. To enhance model robustness and mitigate overfitting due to limited spectral samples, generative adversarial networks (GANs) were utilized to augment the dataset. …”
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Exosome-related genes influence the progression of stroke through neuroinflammatory responses by Boyan Zhao, Boyan Zhao, Jianing Wu, Mingyang Han, Xuan Rong, Jin Jin, Shiya Liu, Cheng Zhang, Ruotian Zhang, Xin Chen, Fei Peng, Xingli Dong, Shiguang Zhao, Shiguang Zhao

“…The least absolute shrinkage and selection operator regression and random forest models were performed to detect feature genes. Search Tool for the Retrieval of Interacting Genes and Cytoscape were employed to recognize the hub genes. …”
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Optimalisasi UMKM di Kepulauan Mentawai Melalui Marketplace dan Digitalisasi Logistik by Dwi Welly Sukma Nirad, Rika Ampuh Hadiguna, Ahmad Syafruddin Indrapriyatna, Wahyudi, Ricky Akbar, Hafizah Hanim, Andrew Kurniawan Vadreas

“…This application aims to mitigate MSMEs challenges, drive economic growth, and enhance local community welfare. …”
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Distribution of soil moisture on slopes of an agroforestry landscape complex by Tarasov Anatoly, Podlesnykh Igor, Tarasov Sergey, Kaluzhskih Alexander

“…This enhanced moisture retention is attributed to the forest belts’ ability to mitigate subsurface lateral flow towards the slope’s foot. …”
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Assessing plant species diversity in Maltese rocky cliffs using Hill numbers and its implications for conservation by Gianmarco Tavilla, Sandro Lanfranco

“…The Mediterranean Basin is known as a global biodiversity hotspot, featuring an impressive variety of plant species, with the Maltese Archipelago playing a significant role. …”
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An Efficient and Automated Classification System for Rocks Based on Visually Explainable Deep Learning by Shan Lin, Quanke Hu, Hongwei Guo, Miao Dong, Kaiyang Zhao, Hong Zheng, Zhijun Liu

“…These models also require manual feature extraction, increasing training complexity. …”
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Autonomous platform for solution processing of electronic polymers by Chengshi Wang, Yeon-Ju Kim, Aikaterini Vriza, Rohit Batra, Arun Baskaran, Naisong Shan, Nan Li, Pierre Darancet, Logan Ward, Yuzi Liu, Maria K. Y. Chan, Subramanian K.R.S. Sankaranarayanan, H. Christopher Fry, C. Suzanne Miller, Henry Chan, Jie Xu

“…In particular, the automated workflow and algorithms effectively explore the search space, mitigate biases, employ statistical methods to ensure data repeatability, and concurrently optimize multiple objectives with precision. …”
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