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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zhi-Hong Man

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Conference Aug 2026

Feature-Group Diagnostics for Weak-Signal AUD/USD Direction Forecasting

Short-horizon AUD/USD direction forecasting is a noisy classification problem relevant to risk monitoring and foreign-exchange exposure management. Many exchange-rate forecasting studies evaluate model classes after combining technical, financial, and macro-related predictors, which can obscure whether performance diff...

Hengren Xu, Jinchuan Zheng, Zhen-Wei Cao et al. · 0 citations
Conference Aug 2026

Performance Analysis of CNNS for Traffic Sign Recognition Benchmark

In this paper, a comparative study of convolutional neural network (CNN) architectural choices for traffic sign recognition is presented. The effects of different network depths, convolutional kernel sizes, pooling strategies, and activation functions on traffic sign classification performance are examined. In practica...

Bei Zhang, Zhi-Hong Man · 0 citations

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