OPAL: A new algorithm for optimal partitioning and learning in non parametric unsupervised environments.
Belur V. SheelaBelur V. DasarathyPublished in: Int. J. Parallel Program. (1979)
Keyphrases
- learning algorithm
- dynamic programming
- preprocessing
- globally optimal
- optimal solution
- learning speed
- incremental learning
- matching algorithm
- learning process
- computational cost
- supervised learning
- worst case
- cost function
- partitioning algorithm
- computational complexity
- closed form
- search space
- detection algorithm
- dynamic environments
- neural network
- state space
- unsupervised learning
- expectation maximization
- optimization algorithm
- prior knowledge
- clustering method
- learning tasks
- probabilistic model
- exhaustive search
- reinforcement learning
- learning phase
- decision trees
- np hard