Interpretable prediction model for hand-foot-and-mouth disease incidence based on improved LSTM and XGBoost by Xiao LI, Shuyu HE, Yan PENG, Rongxin YANG, Lu TAO, Tingqi LOU, Wenqi HE

“…Meanwhile, the SHAP method is used to analyze the feature importance and enhance the interpretability of the proposed model. …”
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A Systematic Literature Review on the Investigation and Application of Vegetable Fibers in Textiles/Apparel and Future Research Agenda by Shuyang Li, Chris K. Y. Lo, Li Li

“…Vegetable fibers have attracted increasing attention from researchers and manufacturers in the textile and apparel industry for their renewable, biodegradable, and eco-friendly features. However, due to the scattered nature and rapid development, a review that adopts a holistic perspective and analyzes the knowledge evolution structure of the vegetable fiber domain could hardly be found. …”
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MANAGEMENT OF INTERNET MARKETING IN EDUCATION SYSTEM WITH BLOCK CHAIN TECHNOLOGIES by U. A. Vishniakou, D. A. Kachan

“…We have also developed the proposals for improving IM in an integrated environment (traditional network and cloud) using intelligent and block chain technologies. …”
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Morphometric and Morphotectonic characteristics of Sürgü and Çardak Faults (East Anatolian Fault Zone) by Musa Balkaya, Hüsnü Serdar Akyüz, Suha Ozden

“…Further, the results obtained with morphotectonic assessments supported and fortified with a thorough literature review and field studies; thereby, geological features of the region have been analyzed immaculately. …”
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Text Mining for Consumers’ Sentiment Tendency and Strategies for Promoting Cross-Border E-Commerce Marketing Using Consumers’ Online Review Data by Changting Liu, Tao Chen, Qiang Pu, Ying Jin

“…The research employs Python tools (Jupyter Notebook 7.0.8) to analyze the 14,078 pieces of review text data from the top four best-selling products in a certain product category on a certain cross-border e-commerce platform. By applying social network analysis, constructing LDA (Latent Dirichlet Allocation) topic models, and establishing LSTM (Long Short-Term Memory) sentiment classification models, the topics and sentiment distribution of the review set are obtained, and the evolution trends of topics and sentiments are analyzed according to different periods. …”
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Topology Unveiled: A New Horizon for Economic and Financial Modeling by Yicheng Wei, Junzo Watada, Zijin Wang

“…Given that the introduction of topology to economics is relatively new and presents features of being fragmented and non-systematic, this review aimed to provide scholars with a systematic evolution map to refine the characteristics of topology as a methodology applied in economics and finance, thereby aiding future potential interdisciplinary developments in these fields. …”
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Global trends in machine learning applications for single-cell transcriptomics research by Xinyu Liu, Zhen Zhang, Chao Tan, Yinquan Ai, Hao Liu, Yuan Li, Jin Yang, Yongyan Song

“…Chinese Academy of Sciences and Harvard University emerged as core collaboration hubs, with international cooperation network primarily featuring US-China collaboration. …”
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Analysis Components of the Digital Consumer Behavior in Romania by Cristian Bogdan Onete, Ioana Teodorescu, Viorel Vasile

“…This article is investigating the Romanian consumer behavior in the context of the evolution of the online shopping. Given that online stores are a profitable business model in the area of electronic commerce and because the relationship between consumer digital Romania and its decision to purchase products or services on the Internet has not been sufficiently explored, this study aims to identify specific features of the new type of consumer and to examine the level of online shopping in Romania. …”
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Genetic Structure of the Cave-Dwelling Catfish <i>Pterocryptis anomala</i> (Siluriformes: Siluridae) in Southwest China by Renrong Huang, Jinmei Chen, Hongmei Li, Huan Cheng, Renyi Zhang

“…Additionally, geographical features such as the Nanling Mountains and the two major river systems may have obstructed gene flow, leading to genetic differentiation. …”
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The Foreign Policy Mechanism of the Union Of South Africa and the Development of its Diplomatic Relations (1910–1948) by ARKHANGELSKAYA Alexandra Alexandrovna

“…The political and economic evolution of the Union of South Africa has some specific features arising from specific historical conditions. …”
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Hydrous Chondrites under Shock by Adrien Saurety, Razvan Caracas

“…In shocked melts, the fast diffusion of hydrogen, compared to the cations, indicates its weak integration into the silicate network. Accordingly, we find that Si–H forms only transiently. …”
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Funneled potential and flux landscapes dictate the stabilities of both the states and the flow: Fission yeast cell cycle. by Xiaosheng Luo, Liufang Xu, Bo Han, Jin Wang

“…Using fission yeast cell cycle as an example, we uncovered that the non-equilibrium network dynamics and global properties are determined by two essential features: the potential landscape and the flux landscape. …”
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Smart Grid Protection, Automation and Control: Challenges and Opportunities by Sergio Rubio, Santiago Bogarra, Marco Nunes, Xavier Gomez

“…This article focuses on redefining the features of traditional and modern P&C systems, Centralized Protection Automation and Control (CPAC), and VPAC, focusing on the integration of Intelligent Electronic Devices (IEDs) with secure communication that is time-effective in the centralized distribution of power and prevention of network vulnerability. …”
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Artificial Intelligence Applied in Early Prediction of Lower Limb Fracture Complications by Aurelian-Dumitrache Anghele, Virginia Marina, Liliana Dragomir, Cosmina Alina Moscu, Iuliu Fulga, Mihaela Anghele, Cristina-Mihaela Popescu

“…Key features included patient demographics, laboratory investigations, and clinical outcomes. …”
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Real-Time Monitoring and Simulation of Multi-User Electricity Metering Anomaly Data Based on Distributed System by Kai Liu, Xuchao Jia, Junlong Wang, Xun Ma, Jiadong Li

“…The framework facilitates the extraction of features from multi-source data, generated by users&#x2019; electricity consumption behavior, via VAE, while LSTM conducts a meticulous time-series analysis of these features to enable high-precision anomaly detection in complex datasets. …”
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Revolutionizing pharmacology: AI-powered approaches in molecular modeling and ADMET prediction by Irfan Pathan, Arif Raza, Adarsh Sahu, Mohit Joshi, Yamini Sahu, Yash Patil, Mohammad Adnan Raza, Ajazuddin

“…This review explores the integration of AI techniques, including machine learning (ML), deep learning (DL), and generative models with traditional computational methods such as molecular docking, quantum mechanics, and molecular dynamics simulations. It outlines the evolution of computational chemistry and the transformative role of AI in interpreting complex molecular data, automating feature extraction, and improving decision-making across the drug development pipeline. …”
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Multi-mode geometrically gated encryption with 4D morphing hydrogel by Xin Wen, Kaihang Zhang, Baoyi Wu, Guancong Chen, Ning Zheng, Jingjun Wu, Xuxu Yang, Tao Xie, Qian Zhao

“…Consequently, the corresponding optical information can be gated based on these geometric features, thereby decrypting the correct permutation of information. …”
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BTFBS: Binding Prediction of Bacterial Transcription Factors and Binding Sites Based on Deep Learning by Bingbing Jin, Song Liang, Xiaoqian Liu, Rui Zhang, Yun Zhu, Yuanyuan Chen, Guangjin Liu, Tao Yang

“…The model takes both the amino acid sequences of bacterial transcription factors and the nucleotide sequences of binding sites as inputs, and extracts features through convolutional neural network and MultiheadAttention. …”
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Advances in hydrogel research: a 25-year bibliometric overview by Dongbin Zhang, Mengru Qiu, Yu Tian, Shuo Zhang, Fan Wu

“…Abstract This study presents a comprehensive bibliometric analysis of hydrogel research from 2000 to 2025, examining 101,291 publications from the OpenAlex database to highlight the field’s evolution, trends, and impact, providing a better landscape of the field. …”
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Structural dynamics of melting and glass formation in a two-dimensional hybrid perovskite by Chumei Ye, Lauren N. McHugh, Pierre Florian, Ruohan Yu, Celia Castillo-Blas, Celia Chen, Arad Lang, Yuhang Dai, Jingwei Hou, David A. Keen, Siân E. Dutton, Thomas D. Bennett

“…Our structural studies reveal that the liquid and glass formed from the 2D HOIP exhibit network-forming behaviour, featuring limited short-range order within individual octahedra, partial retention of metal-halide-metal connectivity between neighbouring octahedra, and residual structural correlations mediated by organic cations. …”
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