Vagelis Papalexakis, an associate professor of computer science and engineering who holds the Ross Family Chair in Computer Science, presented the team's paper, titled "Multivariate Time Series ...

To address these issues, this article introduces a temporal re-attention long short-term memory (TRA-LSTM) method for multivariate time series prediction. We adapt an encoder–decoder framework. A ...

This framework reconceptualizes the missing data problem by integrating both global and local perspectives on time series and input ... to embed series representations with a focus on long-term ...

Multivariate Cox regression revealed that higher levels of ... to identify any new glaucoma diagnoses that occurred during the follow-up period. Follow-up time was calculated as the interval between ...

This repository is a related to all about Machine Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques ...

There is no author summary for this book yet. Authors can add summaries to their books on ScienceOpen to make them more accessible to a non-specialist audience.