A Novel Weighted FP-Stream Algorithm for IoT Data Streams.
Halil Ibrahim DedeCemile TimurkaanMetehan GuzelSuat OzdemirPublished in: IEEE BigData (2020)
Keyphrases
- data streams
- detection algorithm
- learning algorithm
- optimization algorithm
- preprocessing
- dynamic programming
- k means
- experimental evaluation
- bounded memory
- recognition algorithm
- matching algorithm
- particle swarm optimization
- data sets
- np hard
- computational complexity
- similarity measure
- simulated annealing
- sliding window
- expectation maximization
- clustering method
- optimal solution
- segmentation algorithm
- neural network
- times faster
- objective function
- cloud computing
- search space
- high accuracy
- computational cost
- significant improvement
- cost function