SCALAR - A Platform for Real-time Machine Learning Competitions on Data Streams.

Nedeljko Radulovic Dihia Boulegane Albert Bifet

Published in: J. Open Source Softw. (2020)

Keyphrases

real time
data streams
machine learning
sliding window
streaming data
itemsets
high speed
limited memory
machine learning methods
data sets
data streaming

inductive learning
low cost
supervised learning
sensor networks
control system
learning tasks
data mining
data stream mining
vector valued
stream data
event driven

artificial intelligence
feature selection
computational intelligence
active learning
reinforcement learning
pattern recognition
sensor data
model selection
data structure
distributed data streams

continuous data streams
wireless sensor
learning algorithm
real time systems
machine learning algorithms
concept drift
information extraction
change detection
decision trees
data distribution