Time-Dependent Representation for Neural Event Sequence Prediction

31 July 2017

Papers citing "Time-Dependent Representation for Neural Event Sequence Prediction"

8 / 8 papers shown

Title
Rethinking Time Encoding via Learnable Transformation Functions Xi Chen Yateng Tang Jiarong Xu Jiawei Zhang Siwei Zhang Sijia Peng Xuehao Zheng Yun Xiong AI4TS 51 0 0 01 May 2025
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines Chao Pang Xinzhuo Jiang Nishanth P Pavinkurve Krishna S. Kalluri Elise Minto ... Linying Zhang G. Hripcsak Gamze Gürsoy Noémie Elhadad Karthik Natarajan 33 8 0 06 Feb 2024
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021
Event Prediction in the Big Data Era: A Systematic Survey Liang Zhao AI4TS 38 53 0 19 Jul 2020
Self-attention with Functional Time Representation Learning Da Xu Chuanwei Ruan Sushant Kumar Evren Körpeoglu Kannan Achan AI4TS 23 114 0 28 Nov 2019
ODE $^2$ VAE: Deep generative second order ODEs with Bayesian neural networks Çağatay Yıldız Markus Heinonen Harri Lähdesmäki BDL DRL 29 88 0 27 May 2019
Explainable Failure Predictions with RNN Classifiers based on Time Series Data I. Giurgiu Anika Schumann AI4TS 11 8 0 20 Jan 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 110 4,960 0 19 Jun 2018