The ABACOC Algorithm: a Novel Approach for Nonparametric Classification of Data Streams.
Rocco De RosaFrancesco OrabonaNicolò Cesa-BianchiPublished in: CoRR (2015)
Keyphrases
- classification algorithm
- preprocessing
- matching algorithm
- classification scheme
- data streams
- detection algorithm
- learning algorithm
- incremental learning
- computational complexity
- cost function
- dynamic programming
- expectation maximization
- classification method
- worst case
- classification accuracy
- objective function
- search space
- support vector machine svm
- segmentation algorithm
- single pass
- k means
- noisy data
- anytime classification
- kernel density estimation
- density estimation
- optimal solution
- np hard
- sliding window
- genetic algorithm
- particle swarm optimization