A hybrid approach combining the multi-dimensional time series k-means algorithm and long short-term memory networks to predict the monthly water demand according to the uncertainty in the dataset.
Azar NiknamHasan Khademi ZareHassan HosseininasabAli MostafaeipourPublished in: Earth Sci. Informatics (2023)
Keyphrases
- k means
- optimal solution
- learning algorithm
- clustering method
- expectation maximization
- detection algorithm
- np hard
- dynamic programming
- synthetic datasets
- hierarchical clustering
- data clustering
- simulated annealing
- similarity measure
- social networks
- machine learning
- particle swarm optimization
- computational complexity
- segmentation algorithm
- objective function
- image segmentation
- clustering algorithm
- cluster centers
- fuzzy k means