Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0.
Seifeddine MessaoudAbbas BradaiEmmanuel MoulayPublished in: IEEE Trans. Ind. Informatics (2020)
Keyphrases
- online algorithms
- gaussian mixture model
- online learning
- clustering algorithm
- stochastic gradient descent
- clustering method
- k means
- optimization algorithm
- management system
- categorical data
- hierarchical clustering
- cost function
- cluster analysis
- discrete optimization
- batch mode
- information theoretic
- optimization method
- real time
- optimization process
- data points
- data clustering
- global optimization
- optimization problems
- industrial applications
- fuzzy clustering
- expectation maximization
- self organizing maps
- loss function
- feature extraction
- multi objective
- alternating optimization
- density estimation
- document clustering
- background subtraction
- data analysis
- feature vectors
- cloud computing