RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection.
Chuan LuoSizhao WangTianrui LiHongmei ChenJiancheng LvZhang YiPublished in: IEEE Trans. Parallel Distributed Syst. (2023)
Keyphrases
- dynamic programming
- single pass
- feature selection
- learning algorithm
- experimental evaluation
- optimal solution
- cost function
- preprocessing
- computational complexity
- recognition algorithm
- real time
- np hard
- objective function
- passive aggressive
- mutual information
- detection algorithm
- particle swarm optimization
- distributed systems
- optimization algorithm
- online learning
- k means
- genetic algorithm
- selection algorithm
- feature selection algorithms
- feature weighting
- memory efficient
- probabilistic model
- text categorization
- peer to peer
- dimensionality reduction
- semi supervised
- multi class
- training set
- support vector
- similarity measure
- machine learning
- neural network