Research

TRANSP-OR: Melvin Wong

Melvin Wong

This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Melvin Wong.

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Melvin Wong

        Technical reports

        • Wong, M., and Farooq, B. (2020). ResLogit: A residual neural network logit model. Technical report arXiv preprint arXiv:1912.10058. Transport and Mobility Laboratory, ENAC, EPFL.

          Awards

          • Melvin Wong : Swiss Government Excellence Scholarship for Foreign Scholars and Artists, May 12, 2020. Institution: Federal Commission for Scholarships for Foreign Students (FCS). Description: Each year the Swiss Confederation awards Government Excellence Scholarships to promote international exchange and research cooperation between Switzerland and over 180 other countries. Recipients are selected by the awarding body, the Federal Commission for Scholarships for Foreign Students (FCS).

          Reviewing

        • IEEE Transactions on Intelligent Transportation Systems (1)
        • Journal of Choice Modelling (1)
        • Travel Behaviour and Society (1)
        • Total: 3 reviews for 3 journals (since 2004). Per year: 2020: 3.

          Research projects

          OrgVisionPro: Automated organizational design and optimization
          Sponsor: Innosuisse (Swiss Innovation Agency)
          Team: Michel Bierlaire (PI), Tim Hillel (PM), Melvin Wong, Rico Krueger, Nour Dougui
          Period: October 01, 2019-April 01, 2021
          This project, joint with CLEAP S.A., is will develop advanced analytics algorithms to propose organization design (OD) scenarios based on the existing situation, constraints, and future needs of a business. These scenarios will support organizations in shaping their future by optimizing their structure and operating models.

          Regular teaching

          Mathematical modeling of behavior
          Year: Fall 2020
          Section(s): Mathematics, Master in Financial Engineering
          Lecturers: Michel Bierlaire, Meritxell Pacheco, Tim Hillel
          Teaching assistant: Melvin Wong, Rico Krueger, Janody Pougala, Nicola Ortelli
          Webpage: https://moodle.epfl.ch/course/view.php?id=1001
          Optimization and Simulation
          Year: Spring 2020
          Section(s): Doctoral program in Civil and Environmental Engineering
          Lecturers: Michel Bierlaire, Rico Krueger, Melvin Wong
          Webpage: http://transp-or.epfl.ch/courses/OptSim2020/