Machine Learning-Based Cellular Traffic Prediction Using Data Reduction Techniques.
Heba NashaatNihal H. MohammedSalah M. Abdel-MageidRawya Y. RizkPublished in: IEEE Access (2024)
Keyphrases
- data reduction
- machine learning and data mining
- machine learning
- data compression
- knowledge discovery
- data mining
- feature selection
- data analysis
- model selection
- preprocessing
- classification accuracy
- cellular automata
- classification rules
- instance selection
- high dimensionality
- decision trees
- singular value decomposition
- representative subset
- neural network
- active learning
- computer vision
- supervised learning
- pattern recognition
- artificial intelligence
- expert systems
- computational intelligence
- dimensionality reduction
- feature extraction
- rough set theory
- learning algorithm
- multiresolution