“Deep Bidirectional Temporal Modeling With Boosted Rule Optimization for Dynamic Ride Demand Forecasting in Smart Cities”. International Journal of Engineering Research and Science & Technology, vol. 22, no. 2, May 2026, pp. 3043 - 3055, https://doi.org/10.62643/ijerst.v22i2.3234.