Ego-Network Transformer for Subsequence Classification in Time Series Data.
Chin-Chia Michael YehHuiyuan ChenYujie FanXin DaiYan ZhengVivian LaiJunpeng WangZhongfang ZhuangLiang WangWei ZhangEamonn J. KeoghPublished in: CoRR (2023)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- model selection
- complex networks
- classification method
- text classification
- pattern classification
- wireless sensor networks
- support vector
- classification scheme
- distribution network
- communication networks
- automatic classification
- network structure
- classification systems
- social networks
- benchmark datasets
- anomaly detection
- support vector machine
- feature vectors
- preprocessing
- decision trees
- class labels
- peer to peer
- supervised learning
- network traffic
- computer networks
- cost sensitive
- classification models
- feature extraction
- feature selection
- multi variate