Evolving Classification Function (Ecf)
The ECF is a concept used in machine learning and artificial intelligence for data stream mining tasks in dynamic and changing environments.
Areas of application
- data stream mining
- dynamic environments
- machine learning
- artificial intelligence
- real-time classification and clustering
- self-driving cars
- sensory data analysis
Example
For instance, an ECF can be used to classify and cluster sensory data from a self-driving car’s various sensors, such as cameras, lidars, and radars, in real-time to improve the vehicle’s decision-making and navigation capabilities.