Engineering Carbon Emission-aware Machine Learning Pipelines.
Erik Johannes HusomSagar SenArda GoknilPublished in: CAIN (2024)
Keyphrases
- machine learning
- computer science
- engineering design
- artificial intelligence
- pattern recognition
- data mining
- engineering problems
- decision trees
- machine learning algorithms
- machine learning methods
- machine learning approaches
- greenhouse gas emissions
- knowledge representation
- knowledge discovery
- machine learning and data mining
- computer aided design
- systems engineering
- mechanical engineering
- knowledge engineering
- kernel methods
- learning systems
- knowledge acquisition
- semi supervised learning
- feature selection
- support vector machine
- supervised learning
- text mining
- statistical methods
- natural language processing
- learning tasks
- big data
- transfer learning
- software engineering
- database
- data analysis
- reinforcement learning
- design process
- computer vision
- supervised machine learning
- learning algorithm
- databases