Crowdsourcing Perceptions of Fair Predictors for Machine Learning: A Recidivism Case Study.
Niels van BerkelJorge GonçalvesDanula HettiachchiSenuri WijenayakeRyan M. KellyVassilis KostakosPublished in: Proc. ACM Hum. Comput. Interact. (2019)
Keyphrases
- machine learning
- case study
- information extraction
- pattern recognition
- real world
- machine learning and data mining
- inductive logic programming
- artificial intelligence
- machine learning methods
- natural language processing
- knowledge acquisition
- learning algorithm
- decision trees
- computer science
- machine learning approaches
- data mining
- learning systems
- active learning
- neural network
- supervised learning
- machine learning algorithms
- feature selection
- knowledge discovery
- lessons learned
- explanation based learning
- positive feedback
- linear predictors
- supervised machine learning
- semi structured interviews
- inductive learning
- learning problems
- computer vision
- information systems
- text classification
- computational intelligence