A hybrid approach based on mathematical modelling and improved online learning algorithm for data classification.
Ömer Nedim KengerEren ÖzceylanPublished in: Expert Syst. Appl. (2023)
Keyphrases
- learning algorithm
- data sets
- training data
- bayesian methods
- statistical analysis
- machine learning algorithms
- data quality
- high quality
- data collection
- data analysis
- database
- data sources
- classification algorithm
- synthetic data
- data points
- classification accuracy
- active learning
- data reduction
- machine learning
- missing data
- spatial data
- raw data
- small number
- cost sensitive
- learning models
- nearest neighbour algorithm
- online learning
- machine learning methods
- labeled data
- prior knowledge
- pattern recognition
- reinforcement learning
- neural network
- real time