Author

Nazmul Haque

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Preprint Oct 2026

Bayesian Markov Chain Monte Carlo-Based Simultaneous Speed Prediction Model for Heterogeneous Traffic on Urban Primary Roads

Objectives: The study designs a simultaneous speed prediction model based on Bayesian Markov Chain Monte Carlo (MCMC) methods for heterogeneous, non-lane-based traffic on urban primary roads, with the aim of determining the effects of vehicle-specific traffic densities on the operating speeds of the six vehicle types....

S. M. Towhidul Alam, Md. Muhtashim Shahrier, Nazmul Haque et al. · 0 citations

#artificial intelligence Preprint Oct 2026

Neuro-Memory Fuzzy Inference System for Mimicking Human-like Car Following Behavior

This study presents the Neuro-Memory Fuzzy Inference System (NeMeFIS), a hierarchical machine learning architecture that asymmetrically models acceleration and deceleration in car following behavior by integrating five human memory types procedural, working, episodic, semantic, and declarative. By linking external vari...

Nazmul Haque, M. Hadiuzzaman · 0 citations