Self-adaptive Architectures of Building Management Systems: Approaches, Methods, Algorithms.
Aliaksei AndrushevichRalf SalomonAlexander KlapprothPublished in: AmI Workshops (2011)
Keyphrases
- significant improvement
- methods outperform
- management system
- theoretical guarantees
- machine learning methods
- pros and cons
- methods require
- search methods
- computational approaches
- computational cost
- synthetic and real datasets
- learning models
- machine learning algorithms
- computationally expensive
- optimization methods
- classical methods
- statistical approaches
- benchmark datasets
- statistical methods
- machine learning
- automatic or semi automatic
- methods can be applied
- image segmentation methods
- hybrid algorithms
- data mining
- heuristic methods
- computationally intensive
- data mining tasks
- preprocessing
- alternative methods
- machine learning approaches
- exhaustive search
- data mining algorithms
- alternative approaches
- probabilistic approaches
- optimization approaches
- data mining techniques
- reinforcement learning
- hybrid approaches
- computational complexity
- promising directions
- computationally demanding
- itemsets
- computationally efficient
- image segmentation algorithms
- decomposition methods