wesley1001 / MACNN
Multi-scale Attention Convolutional Neural Network for Time Series Classification
☆21Updated 4 years ago
Alternatives and similar repositories for MACNN:
Users that are interested in MACNN are comparing it to the libraries listed below
- Unofficial implementation of paper “Multi-scale Attention Convolutional Neural Network for time series classification”[Neural Networks202…☆16Updated 2 years ago
- ☆16Updated last year
- The repository of the paper 'AWD-Net: Adaptive Wavelet Decomposition Network for Rotating Machinery Fault Diagnosis Under Noisy Environme…☆17Updated last year
- A Bayesian Probabilistic Framework for Mechanical Fault Diagnosis☆11Updated 11 months ago
- 1 提出了一种新的相似度损失(SimL),用于增大类间差异同时减小类内差异;2 SimL+CE优化CNN;3 基于电信号诊断轴承故障☆13Updated 9 months ago
- Multi-source information fusion deep self-attention reinforcement learning framework for multi-label compound fault recognition☆20Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆12Updated 3 years ago
- The code for NISTA_Net☆10Updated last year
- Source code of the paper Multiscale Wavelet-Driven Graph Convolutional Network for Blade Icing Detection of Wind Turbines☆9Updated 2 years ago
- Codes of paper "A Novel Framework Based on Adaptive Multi-Task Learning for Bearing Fault Diagnosis".☆22Updated last year
- A fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping.☆20Updated 3 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆38Updated 2 years ago
- Effective Fault Diagnosis Based on Wavelet and Convolutional Attention Neural Network for Induction Motors☆19Updated 2 years ago
- Code sharing of fault diagnosis papers.☆47Updated last year
- Zero-shot fault diagnosis on the Tennessee–Eastman process by attribute fusion transfer. Paper: Attribute fusion transfer for zero-shot f…☆21Updated last year
- The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis☆39Updated 2 years ago
- AAAI 2025: BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation☆34Updated 2 months ago
- Remarkable performance of Deep Learning Models cann't be achieved without the massive data, this tool can help you to augment your time s…☆17Updated 2 months ago
- The code for paper "Adversarial Algorithm Unrolling Network for Interpretable Mechanical Anomaly Detection"☆20Updated last year
- This repository currently provides common and public avaiable bearing vibration datasets, including downloading, preprocessing and loadin…☆17Updated 2 years ago
- SQ dataset for fault diagnosis pulished by Xi'an jiaotong University☆15Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆20Updated 9 months ago
- The code of Understanding and Learning Discriminant Features based on Multi-Attention 1DCNN for Wheelset Bearing Fault Diagnosis.☆16Updated 5 years ago
- ☆20Updated 2 years ago
- 一种新的用于噪声干扰下刀具的无监督异常检测方法☆19Updated last year
- ☆37Updated last year
- [TAI 2023] Contrastive Domain Adaptation for Time-Series via Temporal Mixup☆30Updated 10 months ago
- ☆12Updated 3 months ago
- ☆22Updated last year