A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series.
Saurabh AgrawalSaurabh VermaAnuj KarpatneStefan LiessSnigdhansu ChatterjeeVipin KumarPublished in: CoRR (2019)
Keyphrases
- learning algorithm
- dynamic programming
- optimal solution
- preprocessing
- worst case
- learning speed
- search space
- detection algorithm
- significant improvement
- computational complexity
- incremental learning
- optimization algorithm
- experimental evaluation
- learning phase
- globally optimal
- cost function
- objective function
- computational cost
- segmentation algorithm
- matching algorithm
- k means
- recognition algorithm
- learning process
- np hard
- prior knowledge
- closed form
- evolutionary algorithm
- learning rules
- optimal parameters