Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of
High-Frequency Time Series

Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series

3 May 2021

Gaetan Frusque

Papers citing "Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series"

6 / 6 papers shown

Title
Time Series Embedding Methods for Classification Tasks: A Review Yasamin Ghahremani Vangelis Metsis AI4TS 24 0 0 23 Jan 2025
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios Baorui Dai Gaëtan Frusque Tianfu Li Qi Li Olga Fink AI4CE 14 0 0 04 Jul 2023
A Survey on Deep Learning based Time Series Analysis with Frequency Transformation Kun Yi Qi Zhang LongBing Cao Shoujin Wang Guodong Long Liang Hu Hui He ZhenDong Niu Wei Fan Hui Xiong AI4TS 53 21 0 04 Feb 2023
Robust Time Series Denoising with Learnable Wavelet Packet Transform Gaetan Frusque Olga Fink OOD AI4TS 17 22 0 13 Jun 2022
MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection Harsh Purohit Ryo Tanabe K. Ichige Takashi Endo Yuki Nikaido Kaori Suefusa Y. Kawaguchi 70 299 0 20 Sep 2019
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding V. Papyan Yaniv Romano Michael Elad 48 283 0 27 Jul 2016