Dr. Fille T. earned her Doctor of Philosophy, Master of Science and Bachelor of Science all from the University of the Philippines. She holds the position of Associate Professor in the Department of Analytics, Information and Operations at the Asian Institute of Management (AIM) while also serving as the Academic Program Director for the Master of Science in Data Science. Before joining AIM, she was a scientist with the Singapore government think-tank, the Agency for Science, Technology, and Research (A*STAR). Her area of expertise includes complex systems research, data science, and visualization and predictive analytics.
Physics, Complexity Science, Complex Networks, Data Science
Ph.D. University of the Philippines
"School Hazard Vulnerability and Student Learning," C David, J Osorio, SL Monterola, A Paguirigan, EF , A Tarun, and R Batac,International Journal of Educational Research 92, pp. 20-29, 2018.
“Characterisation and comparison of spatial patterns in urban systems: A case study of US cities,” HN Huynh, E Makarov, EF , C Monterola, and LY Chew ,Journal of Computational Science 24, pp. 34-43, 2018.
"Inferring Passenger Types from Commuter Eigentravel Matrices," EF and C Monterola,Transportmetrica B: Transport Dynamics 6(3), pp. 230-250, 2017.
"Impacts of land use and amenities on public transport use, urban planning and design," N Hu, EF , GG Hung, KK Lee, and C Monterola,Land Use Policy 57 pp. 356–367, 2016
"Non-invasive procedure to probe the route choices of commuters in rail transit systems," C Monterola, EF , P Di, KK Lee, GG Hung,Procedia Computer Science 80, pp. 2387–2391, 2016
Generalized Cross Entropy Method for Estimating Joint Distribution from Incomplete Information," H-Y Xu, S-H Kuo, G Li, EF , D Zhao, and C Monterola,Physica A: Statistical Mechanics and its Applications 453, pp. 162-172, 2016.