publications

My publications and academic work.

2026

  1. Thesis
    A Scalable Computational Framework for Activity-Based Dynamic Discrete Choice Models
    Azwan Nazamuddin
    Graduate School of Innovation and Practice for Smart Society, Hiroshima University, Sep 2026
    Master’s thesis. Defended 10 August 2026. Supervised by Prof. Makoto Chikaraishi
    Slides
  2. AST
    Where drivers wait: Spatiotemporal hotspots and idle-location preferences of Bandung’s transport SuperApp
    Azwan Nazamuddin, Maya Safira, and Makoto Chikaraishi
    Asian Transport Studies, Sep 2026
    DOI
  3. hEART
    Reachability-Based Sparse Computation for Activity-Based Dynamic Discrete Choice Models
    Azwan Nazamuddin, Reem Alolabi, and Makoto Chikaraishi
    In 14th Symposium of the European Association for Research in Transportation (hEART), Sep 2026
    Presented 29 September – 1 October 2026
  4. MUM
    A Reachability-Pruned Activity-Based Demand Model for MATSim: Congestion Response and Demand Generation in Higashi-Hiroshima
    Azwan Nazamuddin, Reem Alolabi, and Makoto Chikaraishi
    In MATSim User Meeting 2026, Sep 2026
    Presented 28 September 2026
  5. ICMC
    A Reachability-Based Computational Framework for Population-Scale Activity-Based Dynamic Discrete Choice Models
    Azwan Nazamuddin, Reem Alolabi, and Makoto Chikaraishi
    In International Choice Modelling Conference 2026, Jul 2026
    Presented 20–22 July 2026
  6. APTE
    Scalable and Exact Activity-Based Dynamic Discrete Choice Models via Reachability and Sparse Graph Computation
    Azwan Nazamuddin, Reem Alolabi, and Makoto Chikaraishi
    In 15th Asia-Pacific Conference on Transportation and the Environment (APTE), Jul 2026
    Presented 8–10 July 2026
    Slides

2025

  1. EASTS
    Integrating Transactional and Perceptual Data for Travel Behavior Analysis in Ride-Hailing Services (Case Study: Bandung, Indonesia)
    Azwan Nazamuddin, Maya Safira, and Makoto Chikaraishi
    In 16th Conference of the Eastern Asia Society for Transportation Studies (EASTS), Jul 2025
    Presented
    Best Paper

2024

  1. JPWK
    Preferensi Pemilihan Lokasi Idle-Time Pengemudi Ojek Daring di Kota Bandung [Idle-time location choice preferences of online motorcycle taxi drivers in Bandung City]
    Maya Safira, Azwan Nazamuddin, Hafiyyan Hilmy Fawwaz, and 3 more authors
    Jurnal Pembangunan Wilayah dan Kota, Jul 2024
    DOI

2023

  1. Eksplorasi Perilaku Perjalanan dan Pemilihan Lokasi Idle-Time Pengemudi Ojek Daring: Studi Lokasi Kota Bandung [Exploration of travel behavior and idle-time location choice of online motorcycle taxi drivers: a case study of Bandung City]
    Azwan Nazamuddin
    Jul 2023
    Undergraduate thesis (Tugas Akhir), Institut Teknologi Bandung