Family of Instance Reduction Algorithms Versus Other Approaches.
Ireneusz CzarnowskiPiotr JedrzejowiczPublished in: Intelligent Information Systems (2005)
Keyphrases
- machine learning algorithms
- algorithmic approaches
- computational cost
- significant improvement
- data structure
- active learning
- learning algorithm
- computational efficiency
- alternative approaches
- graph theory
- orders of magnitude
- computational complexity
- theoretical analysis
- computationally efficient
- special case
- learning models
- data mining techniques
- data mining tasks
- optimization problems
- statistical approaches
- adaptive algorithms
- hybrid algorithms
- worst case
- commonly adopted