Explaining and Interpreting Machine Learning CAD Decisions: An IC Testing Case Study.
Prashanth KrishnamurthyAnimesh Basak ChowdhuryBenjamin TanFarshad KhorramiRamesh KarriPublished in: MLCAD (2020)
Keyphrases
- machine learning
- case study
- design process
- decision making
- machine learning methods
- real world
- decision trees
- explanation based learning
- machine learning approaches
- computer vision
- integrated circuit
- knowledge acquisition
- machine learning algorithms
- natural language processing
- computer aided
- learning tasks
- software testing
- feature selection
- design decisions
- lessons learned
- decision process
- test cases
- computer aided design
- software development
- data mining
- knowledge representation
- information extraction
- statistical methods
- databases
- genetic algorithm
- pattern recognition
- computer science
- inductive learning
- model selection
- supervised machine learning
- computer graphics
- business process
- text mining
- machine learning and data mining
- decision makers
- semi supervised learning
- coronary artery disease
- real time
- practical guidelines
- development process
- unsupervised learning
- computational intelligence
- supervised learning
- image analysis
- data analysis