Fuzzy clustering algorithm for time series based on adaptive incremental learning
Author:
Affiliation:
1. College of Automation Science and Electrical Engineering, Beihang University, Beijing, China
2. Institute of Software Chinese Academy of Science, Beijing, China
Publisher
IOS Press
Subject
Artificial Intelligence,General Engineering,Statistics and Probability
Reference20 articles.
1. Adaptive fuzzy c-means clustering algorithm for interval data type based on interval-dividing technique;Bao;Pattern Analysis and Applications,2018
2. Online identification of Takagi–Sugeno fuzzy models based on self-adaptive hierarchical particle swarm optimization algorithm;Rastegar;Applied Mathematical Modelling,2017
3. Diversified sensitivity-based undersampling for imbalance classification problems;Ng;IEEE Transactions on Cybernetics,2017
4. Supervised adaptive incremental clustering for data stream of chunks;Zheng;Neurocomputing,2016
5. Fuzzy time series model based on weighted association rule for financial market forecasting;Cheng;Expert Systems,2018
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1. Incremental Learning Framework for Mining Big Data Stream;Computers, Materials & Continua;2022
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