Research on fusing topological data analysis with convolutional neural network.
Yang HanGuangjun QinZiyuan LiuYongqing HuGuangnan LiuQinglong DaiPublished in: CoRR (2024)
Keyphrases
- convolutional neural network
- data analysis
- face detection
- neural network
- data processing
- topological properties
- big data
- data mining
- data collection
- geometric objects
- biological data
- data visualization
- pattern discovery
- intelligent data analysis
- machine learning
- rough sets
- knowledge discovery
- combining multiple
- fusing multiple
- topological spaces
- persistent homology
- genetic algorithm
- databases
- feature fusion
- topological map
- data mining applications
- rough set theory
- training set
- information systems
- computer vision