VF-CART: A communication-efficient vertical federated framework for the CART algorithm.
Yang XuXuexian HuJianghong WeiHongjian YangKejia LiPublished in: J. King Saud Univ. Comput. Inf. Sci. (2023)
Keyphrases
- high efficiency
- detection algorithm
- preprocessing
- experimental evaluation
- single pass
- computational cost
- improved algorithm
- classification algorithm
- computationally efficient
- optimal solution
- recognition algorithm
- significant improvement
- probabilistic model
- linear programming
- objective function
- expectation maximization
- times faster
- high accuracy
- decision trees
- search space
- k means
- cost function
- np hard
- dynamic programming
- simulated annealing
- tree structure
- matching algorithm
- segmentation algorithm
- simulation study
- worst case
- lightweight
- highly efficient
- digital libraries
- multiple instance learning
- complexity analysis
- pruning strategy