A Survey on Deep Learning based Time Series Analysis with Frequency Transformation

A Survey on Deep Learning based Time Series Analysis with Frequency Transformation

4 February 2023

Papers citing "A Survey on Deep Learning based Time Series Analysis with Frequency Transformation"

11 / 61 papers shown

Title
Time-Series Anomaly Detection Service at Microsoft Hansheng Ren Bixiong Xu Yujing Wang Chao Yi Congrui Huang Xiaoyu Kou Tony Xing Mao Yang Jie Tong Qi Zhang AI4TS 28 498 0 10 Jun 2019
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 223 2,668 0 12 Sep 2018
Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis Jingyuan Wang Ze Wang Jianfeng Li Junjie Wu AI4TS 22 192 0 23 Jun 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 70 4,759 0 04 Mar 2018
Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding K. Hundman V. Constantinou Christopher Laporte Ian Colwell T. Söderström AI4TS 46 1,237 0 13 Feb 2018
Neural Decomposition of Time-Series Data for Effective Generalization Luke B. Godfrey Michael S. Gashler AI4TS 29 62 0 25 May 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 387 21,459 0 22 May 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 100 1,978 0 21 Mar 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 179 2,377 0 23 Dec 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 422 16,765 0 16 Feb 2016
Spectral Representations for Convolutional Neural Networks Oren Rippel Jasper Snoek Ryan P. Adams 38 328 0 11 Jun 2015