Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and Analysis.
Cristian DraganaMihai-Daniel PavelGrigore StamatescuDan PopescuPublished in: DCOSS-IoT (2024)
Keyphrases
- expectation maximization
- computational cost
- np hard
- objective function
- optimization algorithm
- high accuracy
- experimental evaluation
- dynamic programming
- k means
- preprocessing
- improved algorithm
- computational complexity
- optimal solution
- significant improvement
- learning algorithm
- times faster
- data analysis
- probabilistic model
- matching algorithm
- clustering method
- detection algorithm
- recognition algorithm
- convergence rate
- computationally efficient
- singular values
- convex hull
- input data
- linear programming
- search space
- cost function