Enhancing generalized spectral clustering with embedding Laplacian graph regularization
Abstract An enhanced generalised spectral clustering framework that addresses the limitations of existing methods by incorporating the Laplacian graph and group effect into a regularisation term is presented. By doing so, the framework significantly enhances discrimination power and proves highly effective in handling noisy data.
Hengmin Zhang +5 more
wiley +1 more source
Yihao Niu,1 Shengming Shi,1 Yongxia Chen,1 Shuangyuan Yang,1 Peiyu Yan,1,2,* Jiyou Kou3,* 1Faculty of Chinese Medicine, Macau University of Science and Technology, Macau, Macau SAR, People’s Republic of China; 2State Key Laboratory of ...
Niu Y +5 more
doaj
Correction: FaXNet: a frequency-adaptive, explainable, and uncertainty-aware network for influenza forecasting. [PDF]
He W +6 more
europepmc +1 more source
Robust Partial Multi‐Label Learning Under Dual Noise via Joint Subspace Learning
ABSTRACT Partial Multi‐label Learning (PML) deals with the ambiguity where each instance is annotated with a set of candidate labels, and only a subset of which is valid. While existing PML methods focus primarily on label disambiguation, they often rely on the assumption of a clean feature space.
Yuanjian Zhang +4 more
wiley +1 more source
Paisagem linguística em Macau: uma análise comparativa antes e durante a pandemia de COVID-19
Introdução: A pandemia teve um impacto amplo e duradouro na comunidade de Macau, o que motivou muitos académicos a explorar esses efeitos sob diversas perspetivas.
Jing Zhang, Jingwei Zhang
doaj
Decoding the Mechanisms of Hepatocellular Carcinoma Cancer Stem Cells and Identifying Potential Therapeutic Strategies Based on Single-cell Omics. [PDF]
Tan X +8 more
europepmc +1 more source
From Ambiguous Queries to Verifiable Insights: A Task‐Driven Framework for LLM‐Powered SOC Analysis⋆
ABSTRACT Security operations centre (SOC) analysts must investigate alerts, correlate threat intelligence and interpret heterogeneous telemetry under tight timing constraints. Although large language models (LLMs) offer strong understanding capabilities, directly applying them to SOC environments remains challenging due to semantic ambiguity in analyst
Huan Zhang +5 more
wiley +1 more source
Exploring the Mediating Role of Emotion Regulation and Distress Intolerance in the Relationship Between Social Anxiety and Problematic Smartphone Use: A Cross-Sectional Study. [PDF]
Bond RA, Elhai JD, Montag C.
europepmc +1 more source
Rare Lightning and Convection Characteristics During Two Successive Tornadoes in Southern China
ABSTRACT Systematic investigations into lightning characteristics of tornado storms in China remain scarce. This study comprehensively analyses rare lightning behaviour and overshooting top characteristics for two successive tornadoes during a long‐lived supercell in southern China on 27 April 2024.
Fengquan Li +9 more
wiley +1 more source
On TikTok use disorder tendencies, fear of missing out and everyday cognitive failure. [PDF]
Wang Y, Markett S, Zhao Z, Montag C.
europepmc +1 more source

