From Similarity to Superiority: Channel Clustering for Time Series Forecasting.
Jialin ChenJan Eric LenssenAosong FengWeihua HuMatthias FeyLeandros TassiulasJure LeskovecRex YingPublished in: CoRR (2024)
Keyphrases
- similarity function
- clustering method
- clustering algorithm
- similarity calculation
- similarity measure
- high similarity
- dissimilarity measure
- similarity computation
- k means
- distance metric
- similarity assessment
- cosine similarity
- data clustering
- measuring similarity
- categorical data
- similarity graph
- multi channel
- document clustering
- cluster analysis
- unsupervised learning
- multidimensional scaling
- website
- similarity matrix
- clustering quality
- similarity measurement
- communication channels
- neuro fuzzy
- hierarchical clustering
- self organizing maps
- data points
- artificial neural networks
- structural similarity
- edit distance
- co occurrence
- intra cluster
- data sets