Optimizing Multi-Channel AI Advertising Budget Allocation and ROI Prediction in Cross-Border E-Commerce: A Machine Learning Approach for North American and Southeast Asian Markets. (2026). International Journal of Computer Science and Engineering, 1(04), 59-66. https://doi.org/10.63944/b3m3hr67