|Postgraduate Student in the Department of Computer Science||Mathematical Sciences and Computer Science Building|
I am a Master by Research student at the Department of Computer Science , Durham University ,supervised by Dr.Iain.A.Stewart and Dr.Noura Al Moubayed. My current work explores Heuristic Methodologies to train Neural Network for establishing weights and biases.
- Stastical Machine Learning and Deep learning
- Neural Network
- Bayesian Optimization and Inference
- Approximation Theory
- Sun, Zhongtian, Harit, Anoushka, Yu, Jialin, Cristea, Alexandra I. & Shi, Lei (2021), A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs, in Cristea, A. I. & Troussas, C. eds, Lecture Notes in Computer Science 12677: Intelligent Tutoring Systems. Athens, Greece, Springer, Cham, 28-37.
- Yu, Jialin, Alrajhi, Laila, Harit, Anoushka, Sun, Zhongtian, Cristea, Alexandra I. & Shi, Lei (2021), Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums, in Cristea, Alexandra I. & Troussos, Christos eds, Lecture Notes in Computer Science 12677: Intelligent Tutoring Systems. Athens, Greece / Virtual, Springer, Cham, 78-90.