Comparative Analysis of Classification-Based and Regression-Based Predictive Process Monitoring Models for Accurate and Time-Efficient Remaining Time Prediction.
Reza AalikhaniMohammad FathianMohammad Reza RasouliPublished in: IEEE Access (2024)
Keyphrases
- comparative analysis
- semi quantitative
- predictive modeling
- predictive model
- classification models
- predictive clustering trees
- prediction model
- classification accuracy
- accurate models
- high accuracy
- classification method
- classification algorithm
- prediction accuracy
- models built
- machine learning
- support vector machine
- decision trees
- accurate classification
- high quality
- support vector
- pattern recognition
- complex systems
- computationally efficient
- model selection
- target variable
- feature space
- machine learning algorithms
- pattern classification
- feature vectors
- probabilistic model
- classification systems
- survival analysis
- multi layered perceptron
- prediction algorithm
- neural network
- classification scheme
- automatic classification
- gaussian process
- historical data
- prediction error
- machine learning methods
- supervised learning
- knn
- artificial neural networks
- training set
- feature selection
- data mining