Publications

84 results for AI for Asset Management

Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0
- - Dhaval Patel
  - Nianjun Zhou
  - et al.
- 2020
- Big Data 2020
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph
- - Dhaval Patel
  - Shrey Shrivastava
  - et al.
- 2020
- Big Data 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- - Haoran Zhu
  - Pavankumar Murali
  - et al.
- 2020
- NeurIPS 2020
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- - Dzung T. Phan
  - Lam Nguyen
  - et al.
- 2020
- ICDM 2020
Fidelity Analysis for Data-Driven Prediction-Optimization of Manufacturing Process
- - Nianjun Zhou
  - Dharmashankar Subramanian
  - et al.
- 2020
- INFORMS 2020
Fusion Of Multi-modal Data With Semantic Model Towards Providing Situational Awareness
- - Bhavna Agrawal
  - Elham Khabiri
  - et al.
- 2020
- INFORMS 2020
Regression Optimization For System-level Production Control
- - Dzung Phan
  - Lam Nguyen
  - et al.
- 2020
- INFORMS 2020
Asset Health-based Maintenance Scheduling
- - Pavankumar Murali
  - Dzung Phan
  - et al.
- 2020
- INFORMS 2020
Data-driven Simulation Of A Nonlinear Dynamical System With Unknown Parameters
- - Kyongmin Yeo
  - Dylan Grullon
  - et al.
- 2020
- INFORMS 2020
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2020
- INFORMS 2020