The ABACOC Algorithm: A Novel Approach for Nonparametric Classification of Data Streams.
Rocco De RosaFrancesco OrabonaNicolò Cesa-BianchiPublished in: ICDM (2015)
Keyphrases
- classification algorithm
- learning algorithm
- preprocessing
- data streams
- objective function
- classification scheme
- optimal solution
- dynamic programming
- particle swarm optimization
- matching algorithm
- detection algorithm
- support vector machine svm
- accuracy rate
- classification method
- incremental learning
- cost function
- multi class classification
- machine learning
- parametric models
- nearest neighbour
- data sets
- itemsets
- simulated annealing
- classification accuracy
- np hard
- search space
- training data