Time-series modeling with undecimated fully convolutional neural networks

3 August 2015

Papers citing "Time-series modeling with undecimated fully convolutional neural networks"

11 / 11 papers shown

Title
Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution Yan Li Xin Lu Haoyi Xiong Jian Tang Jian Su Bo Jin Dejing Dou AI4TS 15 24 0 05 Jan 2023
Towards Similarity-Aware Time-Series Classification Daochen Zha Kwei-Herng Lai Kaixiong Zhou Xia Hu AI4TS 25 24 0 05 Jan 2022
Causal Inference for Time series Analysis: Problems, Methods and Evaluation Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir A. Raglin Huan Liu CML AI4TS 79 104 0 11 Feb 2021
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
Piece-wise Matching Layer in Representation Learning for ECG Classification B. Ghazanfari Fatemeh Afghah Sixian Zhang AI4TS 27 0 0 26 Sep 2020
Data-Driven Vehicle Trajectory Forecasting Shayan Jawed Eya Boumaiza Josif Grabocka Lars Schmidt-Thieme 29 5 0 09 Feb 2019
Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization Pengqian Yu J. Lee Ilya Kulyatin Zekun Shi Sakyasingha Dasgupta 9 64 0 25 Jan 2019
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 13 36 0 20 Sep 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 136 2,648 0 12 Sep 2018
Conditional Time Series Forecasting with Convolutional Neural Networks Anastasia Borovykh S. Bohté C. Oosterlee AI4TS 16 468 0 14 Mar 2017
Deep Learning for Time-Series Analysis J. Gamboa AI4TS 19 439 0 07 Jan 2017