Extracting the main trend in a dataset: the Sequencer algorithm.
Dalya BaronBrice MénardPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- times faster
- np hard
- improved algorithm
- experimental evaluation
- optimization algorithm
- computational cost
- hidden markov models
- single pass
- dynamic programming
- preprocessing
- objective function
- selection algorithm
- simulated annealing
- linear programming
- experimental study
- artificial and real world datasets
- classification algorithm
- ant colony optimization
- data sets
- benchmark datasets
- detection algorithm
- theoretical analysis
- high accuracy
- least squares
- probabilistic model
- significant improvement
- k means
- similarity measure