Author

Dongjie Wang

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#reinforcement learning Oct 2026

Trajectory-Constrained Feature Transformation Optimization Framework for Stable Tabular Data Reprogramming

Tabular data reprogramming is a cornerstone of Data-Centric AI, which seeks to mathematically reconfigure raw features into more expressive and model-efficient representations. This process has traditionally relied on extensive manual engineering. Further, recent automated feature transformation approaches treat each t...

Xiaohan Huang, Dongjie Wang, Zhiyuan Ning et al. · ACM Transactions on Knowledg... · 0 citations

#graph neural networks Book Sep 2026

Application of Reinforcement-Based Learning Feature Selection for Early Detection of Alzheimer's Disease Using Speech

The early detection of Alzheimer&s;s disease (AD) enables timely intervention methods. Speech-based biomarkers, when combined with advanced machine learning (ML) models and feature selection, provide scalable and promising diagnostic results. In our study, we present a novel speech-based feature selection framework usi...

Pardaz Banu Mohammad, Manavi Sharma, Nathan S. Phillips et al. · 0 citations