IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models.
Dakuo WangJosh AndresJustin D. WeiszErick OduorUdayan KhuranaHorst SamulowitzArunima ChaudharyAbel N. ValenteDustin Ramsey TorresCasey DuganPublished in: DaSH@KDD (2020)
Keyphrases
- machine learning
- data sets
- statistical methods
- experimental data
- data analysis
- prior knowledge
- historical data
- data collection
- high energy physics
- database
- sensor data
- synthetic data
- human experts
- artificial intelligence
- data sources
- data points
- input data
- human subjects
- data quality
- model selection
- training data
- databases
- accurate models
- learning algorithm
- learning models
- raw data
- feature selection
- spatial data
- database systems
- background knowledge
- association rules
- machine learning algorithms
- high dimensional data
- high quality
- knowledge acquisition
- natural language processing
- knowledge discovery
- active learning
- data model