Challenges Towards Production-Ready Explainable Machine Learning.
Lisa VeiberKevin AllixYusuf ArslanTegawendé F. BissyandéJacques KleinPublished in: OpML (2020)
Keyphrases
- machine learning
- key issues
- machine learning algorithms
- inductive learning
- lessons learned
- technical challenges
- machine learning approaches
- feature selection
- real time
- machine learning methods
- learning systems
- data mining
- pattern recognition
- artificial intelligence
- knowledge discovery
- database
- information retrieval
- learning tasks
- application scenarios
- production system
- production line
- computer vision
- knowledge acquisition
- natural language processing
- support vector machine
- machine learning and data mining
- open issues
- supervised machine learning
- natural gas
- data sets
- computational biology
- databases
- statistical methods
- transfer learning
- multistage
- case study
- unsupervised learning
- text classification