A Communication-Efficient Distributed Algorithm for Large-scale Classification within P2P Networks.
Amiza AmirBala SrinivasanAsad I. KhanPublished in: SoICT (2015)
Keyphrases
- classification algorithm
- computationally efficient
- classification method
- detection algorithm
- k means
- preprocessing
- dynamic programming
- computational cost
- optimization algorithm
- pattern recognition
- highly efficient
- single pass
- feature vectors
- classification scheme
- accuracy rate
- particle swarm optimization
- probabilistic model
- learning algorithm
- np hard
- optimal solution
- cost function
- classification accuracy
- worst case
- peer to peer
- search space
- support vector machine svm
- recognition algorithm
- computer networks
- data sets
- nearest neighbour
- feature selection
- feature extraction
- training data
- classification rules
- objective function
- computational complexity
- feature space
- query processing
- text classification
- distributed systems