Methods and Algorithms of Information Generalization in Noisy Databases.
Vadim N. VaginMarina V. FominaPublished in: MICAI (2) (2010)
Keyphrases
- databases
- significant improvement
- optimization methods
- benchmark datasets
- computational cost
- computationally expensive
- domain knowledge
- information sources
- heuristic methods
- noisy data
- problems in computer vision
- high computational complexity
- machine learning methods
- preprocessing
- data mining techniques
- computationally intensive
- methods outperform
- computational complexity
- learning algorithm
- exhaustive search
- incomplete data
- multiple sources
- evaluation metrics
- database
- automated tools
- computer vision algorithms
- data management
- spatial information
- methods can be applied
- representational power
- theoretical guarantees
- computationally demanding
- extracted knowledge
- search methods
- statistical methods
- missing values
- machine learning algorithms
- theoretical analysis
- optimization problems
- worst case
- information extraction
- machine learning
- data mining