Explanipedia

Tracking myopia development through axial length progression: a retrospective longitudinal study Open

Zhengyang Tao, Jiao Wang, Zongyue Lv, Guangyi Hu, Zhiyong Xu , et al. · 2025

This study develops a personalized prediction model for progressive myopia, grounded on factors of the first visit AL progression and baseline AL/CR. The model offers a dynamic and reliable foundation for selecting effective myopia control…

Interpretable Active Learning Identifies Iron‐Doped Carbon Dots With High Photothermal Conversion Efficiency for Antitumor Synergistic Therapy Open

Tianliang Li, Bin Cao, Yitong Wang, Lixing Lin, Lifei Chen , et al. · 2025

Active learning (AL) is a powerful method for accelerating novel materials discovery but faces huge challenges for extracting physical meaning. Herein, we novelly apply an interpretable AL strategy to efficiently optimize the photothermal …

Remaining useful life prediction of lithium-ion batteries using a novel particle flow filter framework with grey model Open

Shuai Wang, Yiting Li, Zhou Shoubin, Lifei Chen, Michael Pecht · 2025

CORAL: Concept Drift Representation Learning for Co-evolving Time-series Open

Kunpeng Xu, Lifei Chen, Shengrui Wang · 2025

In the realm of time series analysis, tackling the phenomenon of concept drift poses a significant challenge. Concept drift -- characterized by the evolving statistical properties of time series data, affects the reliability and accuracy o…

Insights into a Novel and Efficient Microbial Nest System for Treating Pig Farm Wastewater Open

Lifei Chen, Lusheng Li, Guiying Wang, Meng Xu, Yizhen Xin , et al. · 2025

Effects of Floral Characters on the Pollination Biology and Breeding System of Iris setosa (Iridaceae): A Cold-Tolerant Ornamental Species from Jilin Province Open

X. X. Zhang, Ruoqi Liu, Lifei Chen, Tianhao Pei, Yu Gao , et al. · 2024

Floral phenology and features are intricately linked to pollinator behavior and pollination systems. Iris setosa is one of the ornamental irises of the family Iridaceae with beautiful flowers and leaves, and little research has been report…

Remaining useful life prediction of lithium-ion batteries using a novel particle flow filter framework with grey model Open

Shuai Wang, Yiting Li, Zhou Shoubin, Lifei Chen, Michael Pecht · 2024

Remaining useful life (RUL) prediction is a crucial aspect of the prognostics health management of lithium-ion batteries (LIBs). Owing to the influence of resampling technology, particle degradation is often observed in the particle filter…

A knowledge graph-based method for intelligent risk assessment of power grid Open

Jun Zhang, Chen Zhang, Xinyang Han, Xiaohan Liu, Xiaoping Zhu , et al. · 2024

With the advancement of science and technology, the material resources that support people’s lives are becoming increasingly abundant, leading to increasingly complex accidents in the electricity system caused by factors such as Natech. Cu…

WormKAN: Are KAN Effective for Identifying and Tracking Concept Drift in Time Series? Open

Kunpeng Xu, Lifei Chen, Shengrui Wang · 2024

Dynamic concepts in time series are crucial for understanding complex systems such as financial markets, healthcare, and online activity logs. These concepts help reveal structures and behaviors in sequential data for better decision-makin…

Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking Open

Yunpeng Gong, Chuangliang Zhang, Yongjie Hou, Lifei Chen, Min Jiang · 2024

In the contemporary of deep learning, where models often grapple with the challenge of simultaneously achieving robustness against adversarial attacks and strong generalization capabilities, this study introduces an innovative Local Featur…

Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability Open

Kunpeng Xu, Lifei Chen, Shengrui Wang · 2024

Kolmogorov-Arnold Networks (KAN) is a groundbreaking model recently proposed by the MIT team, representing a revolutionary approach with the potential to be a game-changer in the field. This innovative concept has rapidly garnered worldwid…

Exploring Color Invariance through Image-Level Ensemble Learning Open

Yunpeng Gong, Jiaquan Li, Lifei Chen, Min Jiang · 2024

In the field of computer vision, the persistent presence of color bias, resulting from fluctuations in real-world lighting and camera conditions, presents a substantial challenge to the robustness of models. This issue is particularly pron…

Evolution Mechanism of Flexural Wave Band Gap in Plate-Type Metamaterials and Low-Frequency Band Gap Regulation Strategy Open

Tao Wang, Hao Guan, Lifei Chen, Chen Wang, Jun Hong , et al. · 2024

Inverse Design of Ideal Pre-Stress Distribution in Assembly Interface Based on Service Performance Open

Qiyin Lin, Kai‐Yi Zhou, Minmin Qiu, Tao Wang, Hao Guan , et al. · 2024

Insights into a Novel and Efficient Microbial Nest System for Treating Pig Farm Wastewater Open

Lifei Chen, Lusheng Li, Guiying Wang, Meng Xu, Yizhen Xin , et al. · 2024

Transfer of massive mitochondria from astrocytes reduce propofol neurotoxicity Open

Zhan Zhou, Weixin Dai, Tianxiao Liu, Min Shi, Yi Wei , et al. · 2023

Studies have shown that propofol-induced neurotoxicity is mediated by disruption of mitochondrial fission and fusion, leading to an imbalance in energy supply for developing neurons. Healthy mitochondria released from astrocytes migrate to…

Automated EEG Pathology Detection Based on Significant Feature Extraction and Selection Open

Yunning Zhong, Hong-yu Wei, Lifei Chen, Tao Wu · 2023

Neurological diseases are a significant health threat, often presenting through abnormalities in electroencephalogram (EEG) signals during seizures. In recent years, machine learning (ML) technologies have been explored as a means of autom…

Compartmentalization engineering of yeasts to overcome precursor limitations and cytotoxicity in terpenoid production Open

Lifei Chen, Wenhai Xiao, Mingdong Yao, Ying Wang, Ying‐Jin Yuan · 2023

Metabolic engineering strategies for terpenoid production have mainly focused on bottlenecks in the supply of precursor molecules and cytotoxicity to terpenoids. In recent years, the strategies involving compartmentalization in eukaryotic …

Role of ferroptosis in hypoxic preconditioning to reduce propofol neurotoxicity Open

Jing Chen, Fei Xiao, Lifei Chen, Zhan Zhou, Yi Wei , et al. · 2023

Background: An increasing number of studies have reported that neurotoxicity of propofol may cause long-term learning and cognitive dysfunction. Hypoxic preconditioning has been shown to have neuroprotective effects, reducing the neurotoxi…

Syringa oblata genome provides new insights into molecular mechanism of flower color differences among individuals and biosynthesis of its flower volatiles Open

Lifei Chen, Bin Xia, Ziwei Li, Xiaowei Liu, Yun Bai , et al. · 2022

Syringa oblata is a high ornamental value tree owing to its elegant colors, unique aromas and wide adaptability, however, studies on the molecular mechanism underlying the formation of its ornamental traits are still lacking. Here, we pres…

Automatic detection of abnormal EEG signals using multiscale features with ensemble learning Open

Tao Wu, Xiangzeng Kong, Yunning Zhong, Lifei Chen · 2022

Electroencephalogram (EEG) is an economical and convenient auxiliary test to aid in the diagnosis and analysis of brain-related neurological diseases. In recent years, machine learning has shown great potential in clinical EEG abnormality …

Pathogen effector AvrSr35 triggers Sr35 resistosome assembly via a direct recognition mechanism Open

Yan‐Bo Zhao, Mengxi Liu, Tao-Tao Chen, Xiaomin Ma, Zekai Li , et al. · 2022

Nucleotide-binding, leucine-rich repeat receptors (NLRs) perceive pathogen effectors to trigger plant immunity. The direct recognition mechanism of pathogen effectors by coiled-coil NLRs (CNLs) remains unclear. We demonstrate that the Trit…

Protective Effects of Remimazolam on Cerebral Ischemia/Reperfusion Injury in Rats by Inhibiting of NLRP3 Inflammasome-Dependent Pyroptosis Open

Min Shi, Jing Chen, Tianxiao Liu, Weixin Dai, Zhan Zhou , et al. · 2022

Min Shi,* Jing Chen,* Tianxiao Liu,* Weixin Dai, Zhan Zhou, Lifei Chen, Yubo Xie Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, People’s Republic of China*These authors contribut…

PPAR-γ Promotes the Polarization of Rat Retinal Microglia to M2 Phenotype by Regulating the Expression of CD200-CD200R1 Under Hypoxia Open

Yiyi Hong, Li Jiang, Fen Tang, Qianqian Lan, Mingyuan Zhang , et al. · 2022

Dynamic order Markov model for categorical sequence clustering Open

Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang, Shengrui Wang · 2021

Robust Person Re-identification with Multi-Modal Joint Defence. Open

Yunpeng Gong, Lifei Chen · 2021

The Person Re-identification (ReID) system based on metric learning has been proved to inherit the vulnerability of deep neural networks (DNNs), which are easy to be fooled by adversarail metric attacks. Existing work mainly relies on adve…

Person Re-identification Method Based on Color Attack and Joint Defence Open

Yunpeng Gong, Liqing Huang, Lifei Chen · 2021

The main challenges of ReID is the intra-class variations caused by color deviation under different camera conditions. Simultaneously, we find that most of the existing adversarial metric attacks are realized by interfering with the color …

Kernel-based Data Transformation Model for Nonlinear Classification of Symbolic Data Open

Xuanhui Yan, Lifei Chen, Gongde Guo · 2021

Symbolic data are usually composed of some categorical variables used to represent discrete entities in many real-world applications. Mining of symbolic data is more difficult than numerical data due to the lack of inherent geometric prope…

Self-Expressive Kernel Subspace Clustering Algorithm for Categorical Data with Embedded Feature Selection Open

Hui Chen, Kunpeng Xu, Lifei Chen, Qingshan Jiang · 2021

Kernel clustering of categorical data is a useful tool to process the separable datasets and has been employed in many disciplines. Despite recent efforts, existing methods for kernel clustering remain a significant challenge due to the as…

A Hierarchical Approach for Android Malware Detection Using Authorization-Sensitive Features Open

Hui Chen, Zhengqiang Li, Qingshan Jiang, Abdur Rasool, Lifei Chen · 2021

Android’s openness has made it a favorite for consumers and developers alike, driving strong app consumption growth. Meanwhile, its popularity also attracts attackers’ attention. Android malware is continually raising issues for the user’s…

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