Collaborative Analytics Group

Publications

1. Africa, David Demitri, Ronald Benjamin Dy Quiangco, and Clark Kendrick Go. "Lag and duration of leader–follower relationships in mixed traffic using causal inference." Chaos: An Interdisciplinary Journal of Nonlinear Science 34.1 (2024). https://doi.org/10.1063/5.0166785 
2. Macarasig, Ralph Joshua, et al. "Topological data analysis of collective behavior in public transportation." AIP Conference Proceedings. Vol. 2895. No. 1. AIP Publishing, 2024. https://archium.ateneo.edu/mathematics-faculty-pubs/253/ 
3. Cruz, Arnold Dela, et al. "Using machine learning algorithms to determine the food insecurity level of households of public school children." AIP Conference Proceedings. Vol. 2895. No. 1. AIP Publishing, 2024. https://archium.ateneo.edu/mathematics-faculty-pubs/251/ 
4. J. P. Layacan, A. M. Donaire, H. Felipe and C. K. Go, "Revealing Causal Graph Structure in Pigeon Flocks Using Attentions in Temporal ConvNet," 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 2023, pp. 1-7, doi: 10.1109/IJCNN54540.2023.10191157 
5. Vanessa T. Siy Van, Victor A. Antonio, Carmina P. Siguin, Normahitta P. Gordoncillo, Joselito T. Sescon, Clark C. Go, Eden P. Miro, Predicting undernutrition among elementary schoolchildren in the Philippines using machine learning algorithms, Nutrition, Volume 96, 2022, 111571, ISSN 0899-9007, https://doi.org/10.1016/j.nut.2021.111571.
6. C. K. Go, N. Koganti and K. Ikeda, "Solving the Shepherding Problem: Imitation Learning Can Acquire the Switching Algorithm," 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 2021, pp. 1-7, doi: 10.1109/IJCNN52387.2021.9533722.