Room O1.610, International University.
Block 6, Linh Trung Ward, Thu Duc District, HCM City, Vietnam
Email: ntky@hcmiu.edu.vn
- Ph.D. Artificial Intelligence - École doctorale Ingénierie pour la santé la Cognition et l'Environnement - EDISCE - France (2019)
- MSc. Artificial Intelligence - Grenoble INP - ENSIMAG - France (2013)
- BSc. Informatics - Quy Nhon University, Informatics Department - Viet Nam (2006)
- Natural Language Processing: temporal, causal events relations extraction.
- Natural Language Generation: events, scripts, story generation.
- Human Activity and Emotion Recognition: physical activity and emotion recognition from wearable and external sensors.
- Machine Learning: deep learning (sequence to sequence with attention models, recursive neural network, etc.), conventional machine learning (multilayer perceptron, k-means, etc.), active learning, deep reinforcement learning.
- Data Mining: imbalanced data, over-sampling, under-sampling.
- Ky Trung Nguyen, François Portet, and Catherine Garbay. “Dealing with Imbalanced Data Sets for Human Activity Recognition Using Mobile Phone Sensors”. In: Intelligent Environments 2018 - Workshop Proceedings of the 14th International Conference on Intelligent Environments, Rome, Italy, 25-28 June 2018
- Son T. Mai, S. Amer-Yahia, A. D. Chouakria, Ky Trung Nguyen, and A. Nguyen. “Scalable active constrained clustering for temporal data,” in Database Systems for Advanced Applications- 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24,2018, Proceedings, Part I, pp. 566–582, 2018.
- Son T. Mai, S. Amer-Yahia, S. Bailly, J. L. Pepin, A. D. Chouakria, Ky Trung Nguyen, and A. Nguyen. “Evolutionary active constrained clustering for obstructive sleep apnea analysis,”Data Science and Engineering, vol. 3, no. 4, pp. 359–378, 2018.
- N. Lu, V. Huynh, T. Yuizono, and Ky Trung Nguyen. “Sensory quality assessment of food using active learning,” in Integrated Uncertainty in Knowledge Modelling and Decision Making - 6th International Symposium, IUKM 2018, Hanoi, Vietnam, March 15-17, 2018, Proceedings, pp. 203–213, 2018.
- Ky Trung Nguyen, Jani Mantyjarvi, and T. T. N. Nguyen. “Automatic storytelling from wearable sensor data for health and wellness applications,” in IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2021, Athens, Greece, July 27-30, pp. 1–4, 2021.