On Integrating the Data-Science and Machine-Learning Pipelines for Responsible AI.
Armin EsmaeilzadehJoel RorsethAndy YuParke GodfreyLukasz GolabDivesh SrivastavaJaroslaw SzlichtaKazem TaghvaPublished in: GUIDE-AI@SIGMOD (2024)
Keyphrases
- data science
- machine learning
- big data
- artificial intelligence
- statistical learning
- data analysis
- data mining
- machine learning methods
- machine learning algorithms
- knowledge discovery
- decision trees
- business intelligence
- knowledge representation
- support vector machine
- pattern recognition
- information extraction
- case based reasoning
- cloud computing
- text mining
- intelligent systems
- data processing
- information retrieval
- decision making
- computational intelligence
- active learning
- decision makers
- knowledge acquisition
- model selection
- data warehouse
- semi supervised learning
- reinforcement learning
- user interface
- knowledge base
- expert systems
- ai systems
- computer science