Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications.
Hugo Vinicius BitencourtLuiz Augusto Facury de SouzaMatheus Cascalho dos SantosPetrônio Cândido de Lima e SilvaFrederico Gadelha GuimarãesPublished in: CoRR (2021)
Keyphrases
- high dimensional
- low dimensional
- dimensionality reduction
- manifold learning
- high dimensional data
- membership functions
- energy consumption
- fuzzy sets
- energy minimization
- high dimensionality
- fuzzy logic
- non stationary
- sparse data
- dynamic time warping
- fuzzy numbers
- nearest neighbor
- data points
- fuzzy set theory
- internet users
- euclidean space
- neuro fuzzy
- web technologies
- energy saving
- fuzzy clustering
- metric space
- data mining
- vector space
- fuzzy rules
- multi dimensional
- principal component analysis
- artificial neural networks
- feature space
- noisy data
- similarity search
- rough sets
- sensor networks
- feature extraction
- data sets
- multivariate time series
- low dimensional spaces