Mining Time Series Data with Apriori Tid Algorithm.
Hiren Kumar Deva SarmaSwapnil MishraPublished in: ICIT (2016)
Keyphrases
- improved algorithm
- apriori algorithm
- matching algorithm
- computational cost
- dynamic programming
- simulated annealing
- preprocessing
- theoretical analysis
- expectation maximization
- np hard
- worst case
- experimental evaluation
- association rule mining
- itemsets
- linear programming
- high accuracy
- cost function
- frequent itemset mining
- computational complexity
- learning algorithm
- times faster
- single pass
- pattern discovery
- detection algorithm
- knowledge discovery
- hidden markov models
- significant improvement
- search space
- optimal solution
- similarity measure