HealthMon: An approach for monitoring machines degradation using time-series decomposition, clustering, and metaheuristics.
Miromar José de LimaCésar David Paredes CrovatoRodrigo Ivan Goytia MejiaRodrigo da Rosa RighiGabriel de Oliveira RamosCristiano André da CostaGiovani PesentiPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- clustering algorithm
- k means
- multivariate time series
- clustering method
- streaming time series
- monitoring system
- data mining tasks
- hierarchical clustering
- unsupervised learning
- multivariate time series data
- anomaly detection
- metaheuristic
- real time
- data clustering
- gene expression time series
- graph theoretic
- fuzzy clustering
- cluster analysis
- optimization problems
- spectral clustering
- combinatorial optimization
- information theoretic
- dissimilarity measure
- distance metric
- outlier detection
- ant colony optimization
- decomposition algorithm
- detect anomalies
- quasi periodic
- evolutionary algorithm
- pairwise