Semi-supervised Learning over Streaming Data using MOA.

Minh-Huong Le Nguyen Heitor Murilo Gomes Albert Bifet

Published in: IEEE BigData (2019)

Keyphrases

semi supervised learning
streaming data
data streams
semi supervised
unlabeled data
sliding window
concept drift
supervised learning

labeled data
semi supervised classification
unsupervised learning
data generation
data distribution
anomaly detection
machine learning
active learning

manifold regularization
label propagation
text categorization
training data
transfer learning
co training
graph based semi supervised learning
change detection

natural language processing
small number
labeled and unlabeled data
prior knowledge
data structure
bayesian networks
data mining
neural network