Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning

26 May 2024

Papers citing "Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning"

5 / 5 papers shown

Title
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling Xinlu Zhang Shiyang Li Zhiyu Zoey Chen Xifeng Yan Linda R. Petzold AI4TS 48 25 0 18 Oct 2022
Long-Range Transformers for Dynamic Spatiotemporal Forecasting J. E. Grigsby Zhe Wang Nam Nguyen Yanjun Qi AI4TS 58 87 0 24 Sep 2021
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 108 183 0 25 Jan 2021
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 205 1,895 0 06 Jun 2016
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,253 0 16 Jan 2013