11 citations · 11 across the 3 of their papers we have counts for
4 papers
Network visualizations with Pyvis and VisJS
Giancarlo Perrone, Jose Unpingco, Haw-minn Lu
Pyvis is a Python module that enables visualizing and interactively manipulating network graphs in the Jupyter notebook, or as a standalone web application. Pyvis is built on top o…
Securing Your Collaborative Jupyter Notebooks in the Cloud using Container and Load Balancing Services
Haw-minn Lu, Adrian Kwong, Jose Unpingco
Jupyter has become the go-to platform for developing data applications but data and security concerns, especially when dealing with healthcare, have become paramount for many insti…
Quasi-orthonormal Encoding for Machine Learning Applications
Haw-minn Lu
Most machine learning models, especially artificial neural networks, require numerical, not categorical data. We briefly describe the advantages and disadvantages of common encodin…
Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback
Haw-minn Lu, Giancarlo Perrone, José Unpingco
Although data may be abundant, complete data is less so, due to missing columns or rows. This missingness undermines the performance of downstream data products that either omit in…