https://github.com/vipul2001/den-hmm
This repository provides code for the paper "Vipul Bansal, Shiyu Zhou, DEN-HMM: Deep Emission Network Based Hidden Markov Model with Time-Evolving Multivariate Observations"
https://github.com/vipul2001/den-hmm
Last synced: 3 months ago
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This repository provides code for the paper "Vipul Bansal, Shiyu Zhou, DEN-HMM: Deep Emission Network Based Hidden Markov Model with Time-Evolving Multivariate Observations"
- Host: GitHub
- URL: https://github.com/vipul2001/den-hmm
- Owner: vipul2001
- Created: 2024-11-23T19:45:30.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2024-12-14T23:23:53.000Z (5 months ago)
- Last Synced: 2024-12-15T00:20:34.669Z (5 months ago)
- Language: Jupyter Notebook
- Size: 1.45 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# DEN-HMM
This repository provides code for the paper "Vipul Bansal, Shiyu Zhou, DEN-HMM: Deep Emission Network Based Hidden Markov Model with Time-Evolving Multivariate Observations"
Link: https://www.tandfonline.com/doi/abs/10.1080/24725854.2024.2435636
More code and queries can be directed to email: [email protected]
## Dataset
For using the dataset used in the case study please cite the following paper:
Wu, Jianguo, Shiyu Zhou, and Xiaochun Li. "Acoustic emission monitoring for ultrasonic cavitation based dispersion process." Journal of Manufacturing Science and Engineering 135.3 (2013): 031015.