Using the GNG-m Algorithm to Deal with the Problem of Catastrophic Forgetting in Incremental Modelling.
Héctor F. Satizábal M.Andres Perez-UriibePublished in: IJCCI (NCTA) (2011)
Keyphrases
- single pass
- incremental learning
- detection algorithm
- learning algorithm
- preprocessing
- cost function
- experimental evaluation
- genetic algorithm
- matching algorithm
- theoretical analysis
- worst case
- computational complexity
- high accuracy
- significant improvement
- search space
- times faster
- dynamic programming
- computational cost
- np hard
- optimization algorithm
- clustering method
- optimal solution
- improved algorithm
- data sets