Explainable Automated Machine Learning for Credit Decisions: Enhancing Human Artificial Intelligence Collaboration in Financial Engineering.
Marc SchmittPublished in: CoRR (2024)
Keyphrases
- artificial intelligence
- machine learning
- human learning
- human operators
- human level
- machine intelligence
- artificially intelligent
- human intelligence
- natural language processing
- computational intelligence
- decision making
- knowledge representation
- human reasoning
- intelligent systems
- knowledge engineering
- fully automated
- computer science
- machine learning algorithms
- cognitive psychology
- credit scoring
- knowledge management
- human decision making
- knowledge acquisition
- learning tasks
- pattern recognition
- technology enhanced learning
- data mining
- active learning
- expert systems
- machine learning methods
- human problem solving
- intelligent machines
- computational linguistics
- collaborative learning
- decision makers
- support vector machine
- inductive learning
- science fiction
- fuzzy logic
- software engineering
- computer vision
- model selection
- information sharing
- semi automated
- machine learning approaches
- knowledge sharing