Modeling the Logarithmic and Exponential Transformation Algorithms for Optical Density in Decision Support Models and Methods.
Bohdan DurnyakMikola LutskivPetro ShepitaInna PolishchukPublished in: IntSol (2023)
Keyphrases
- decision support
- machine learning methods
- machine learning algorithms
- significant improvement
- benchmark datasets
- learning models
- computational cost
- linear models
- optimization methods
- statistical methods
- methods require
- computationally demanding
- data structure
- methods outperform
- synthetic and real datasets
- learned models
- computationally expensive
- linear regression
- learning algorithm
- statistical models
- mathematical models
- worst case
- computational complexity
- estimation problems
- computational approaches
- dynamical models
- numerical algorithms
- transformation models
- hybrid models
- computer vision algorithms
- modeling method
- heuristic methods
- numerical methods
- evaluation metrics
- search methods
- optimization problems
- preprocessing
- case study