Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring.
Nijat MehdiyevMaxim MajlatowPeter FettkePublished in: CoRR (2023)
Keyphrases
- machine learning
- predictive modeling
- data analysis
- exploratory data analysis
- data mining
- information visualization
- business intelligence
- decision trees
- learning analytics
- big data
- handling uncertainty
- visual representations
- pattern recognition
- visual analytics
- machine learning methods
- educational data mining
- learning tasks
- interactive visualization
- visualization tools
- inductive learning
- text mining
- data mining methods
- artificial intelligence
- data visualization
- belief functions
- knowledge discovery
- information extraction
- data exploration
- explanation based learning
- computer vision
- machine learning approaches
- learning algorithm
- databases
- machine learning algorithms
- self organizing maps
- feature selection
- reinforcement learning
- text analytics
- support vector machine
- natural language processing
- visualization tool
- probability theory
- communication channels
- data mining techniques
- text classification
- knowledge acquisition