Autonomous Learning Systems: From Data Streams to Knowledge in Real-time

Appendix B

Pseudocode of the Basic Algorithms

B.1 Mean Shift with Epanechnikov Kernel

Algorithm 1 Pseudocode of the mean shift algorithm with Epanechnikov kernel

B.2 AutoCluster

Algorithm 2 Pseudo-code of the AutoCluster algorithm

B.3 ELM

Algorithm 3 Pseudocode of the ELM algorithm

B.4 AutoCluster

Algorithm 4 Pseudocode of the AutoPredict for prediction, estimation and filtration

B.5 AutoSense

Algorithm 5 AutoSensor

B.6 AutoClassify0

Algorithm 6 Pseudocode of the AutoClassify0

B.7 AutoClassify1

Algorithm 7 Pseudocode of the AutoClassify1 algorithm

B.8 AutoControl

Algorithm ...