Applying Distributed Classification Algorithms to Wireless Sensor Networks - A Brief View into the Application of the SPRINT Algorithm Family.
Birger LantowPublished in: ICN (2008)
Keyphrases
- classification algorithm
- computational cost
- learning algorithm
- times faster
- theoretical analysis
- computational complexity
- single pass
- computational efficiency
- worst case
- computationally efficient
- convergence rate
- significant improvement
- support vector machine svm
- optimal solution
- decision tree algorithms
- space complexity
- nearest neighbor algorithm
- detection algorithm
- synthetic datasets
- nearest neighbour
- preprocessing phase
- wireless sensor networks
- synthetic and real datasets
- decision tree algorithm
- preprocessing
- data reduction
- classification trees
- benchmark problems
- iterative algorithms
- machine learning algorithms
- combinatorial optimization
- k means
- np hard
- classification accuracy
- node selection
- objective function
- dynamic programming
- distributed systems
- solution quality
- classification method
- optimization problems
- support vector machine
- machine learning
- feature selection algorithms
- feature space
- data structure
- energy consumption
- feature extraction