Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0
- Dhaval Patel
- Nianjun Zhou
- et al.
- 2020
- Big Data 2020
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82 results for Jayant Kalagnanam
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2020
- ICDM 2020
DQA: Scalable, Automated and Interactive Data Quality Advisor
- Shrey Shrivastava
- Dhaval Patel
- et al.
- 2019
- Big Data 2019
Advanced production plant optimization with AI
- Jayant R. Kalagnanam
- Dariusz Piotrowski
- et al.
- 2019
- ADIP 2019
A prediction-optimization framework for site-wide process optimization
- Dharmashankar Subramanian
- Pavankumar Murali
- et al.
- 2019
- ICIOT 2019
ChieF: A Change Pattern based Interpretable Failure Analyzer
- Dhaval Patel
- Lam Nguyen
- et al.
- 2018
- Big Data 2018
A novel l0-constrained gaussian graphical model for anomaly localization
- Dzung T. Phan
- Tsuyoshi Idé
- et al.
- 2017
- ICDMW 2017
Multi-task multi-modal models for collective anomaly detection
- Tsuyoshi Idé
- Dzung T. Phan
- et al.
- 2017
- ICDM 2017
Sparse Gaussian markov random field mixtures for anomaly detection
- Tsuyoshi Idé
- Ankush Khandelwal
- et al.
- 2016
- ICDM 2016
Change detection using directional statistics
- Tsuyoshi Idé
- Dzung T. Phan
- et al.
- 2016
- IJCAI 2016