Explainable subgradient tree boosting for prescriptive analytics in operations management.
Pascal M. NotzRichard PibernikPublished in: Eur. J. Oper. Res. (2024)
Keyphrases
- operations management
- hybrid artificial intelligence systems
- supply chain management
- tree structure
- classification trees
- learning analytics
- process planning
- data mining
- data analysis
- feature selection
- data management
- business intelligence
- proceedings of the th international conference
- stochastic optimization
- neural network
- social media
- learning algorithm
- lagrangian relaxation
- ensemble learning
- pattern recognition
- big data
- index structure
- optimization methods
- decision making
- regression trees
- convex optimization
- weak learners
- computer aided
- computer vision
- stochastic control
- maximum likelihood