Recent updates on precipitation type classification and hydrometeor identification algorithm for GPM-DPR.
Minda LeV. ChandrasekarPublished in: IGARSS (2012)
Keyphrases
- classification algorithm
- experimental evaluation
- preprocessing
- np hard
- recognition algorithm
- optimization algorithm
- k means
- computational complexity
- high accuracy
- cost function
- times faster
- detection algorithm
- clustering method
- classification rate
- accuracy rate
- preprocessing stage
- support vector machine svm
- simulated annealing
- computational cost
- probabilistic model
- significant improvement
- decision trees
- learning algorithm
- machine learning
- image classification
- expectation maximization
- data sets
- search space
- support vector
- optimal solution
- objective function
- feature selection