3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 2 cited
tsBNgen: A Python Library to Generate Time Series Data from an Arbitrary Dynamic Bayesian Network Structure
Manie Tadayon, Greg Pottie
Synthetic data is widely used in various domains. This is because many modern algorithms require lots of data for efficient training, and data collection and labeling usually are a…
cs.LG2020★ 3 cited
Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach
Manie Tadayon, Greg Pottie
Time series and sequential data have gained significant attention recently since many real-world processes in various domains such as finance, education, biology, and engineering c…
stat.ML2019
Predicting Student Performance in an Educational Game Using a Hidden Markov Model
Manie Tadayon, Greg Pottie
Contributions: Prior studies on education have mostly followed the model of the cross sectional study, namely, examining the pretest and the posttest scores. This paper shows that…