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Preprocessing

DSDAN: A Dual-Stream Multimodal Log-Flow Fusion Framework for Network Configuration Auditing and Compliance-Risk Detection

Mohammed Saad Javeed, MD Al Rafi, [ ... ], Sheikh Razia Sultana

PPDRTL: A novel framework for predicting pollutant deposition on roadside tree leaves using linear regression

Neelam Yadav, Sunil K. Singh, [ ... ], Kwok Tai Chui

High AUROC can mask decision failure in sepsis transcriptomic classifiers: Preprocessing stability outweighs post hoc calibration across cohorts

Hongwei Zheng, Wenbiao Chen

IFC-HFlowVAE: A self-enhancing generative framework with structural anchoring for imbalanced clinical data augmentation

Lu Yuwen, Shuyu Chen

Phys-Mamba: Physics-informed selective state-space fusion network for high-fidelity underwater image restoration

Hongwei Li, Weishen Li, [ ... ], Shaoji Huang

Labeling matters: A multicenter machine learning study on visual field progression in Glaucoma

Hyobeen Kim, EunAh Kim, [ ... ], Jiwoong Lee

Comparative machine learning models for predicting the compressive strength of ultra-high-performance concrete

Nguyen Thi Thu Nga, Nguyen Anh Tuan, Nguyen Tuan Tu, Huyen Thi Dang

An interpretable Hallmark pathway activity classifier for distinguishing CIN3/HSIL from invasive cervical squamous carcinoma: Development, external validation, and feature stability assessment

Mingyu Jia, Youyi Song, [ ... ], Mingzhu Ye

An efficient method for network traffic anomaly detection based on SHAP and deep learning

Zhaohui Fang, Ping Xuan, Hong Ding

Impact of preanalytical variables on urinary cell-free DNA quality: Centrifugation, EDTA concentration, storage and thawing strategies

Wenjing Li, Shan Guo, [ ... ], Shanshan Zhang

Linguistic markers of deception in Arabic news headlines: A cross-corpus study of stylistic and numeric features

Eman Salamah Albtoush, Keng Hoon Gan, Saif Addeen A. Alrababah

An improved YOLO11 network integrated with sample generation for the intelligent detection of steel plate surface defects

Luya Yang, Min Zhang, Yaxian Gao

Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D

Parveen Kumari, Yogita Yashveer Raghav, [ ... ], Fikir Gizachew Belete

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