What are they Researching? Examining Industry-Based Doctoral Dissertation Research through the Lens of Machine Learning.
Ion FreemanAshley HaiglerSuzanna SchmeelkLisa EllrodtTonya FieldsPublished in: ICMLA (2018)
Keyphrases
- machine learning
- machine learning methods
- learning algorithm
- case study
- pattern recognition
- knowledge acquisition
- inductive learning
- dissertation proposes
- active learning
- knowledge representation
- fastest growing
- natural language processing
- text mining
- learning tasks
- learning systems
- semi supervised learning
- model selection
- dissertation discusses
- text classification
- computational intelligence
- supervised learning
- information extraction
- reinforcement learning
- feature selection
- machine learning algorithms
- expert systems
- learning problems
- natural language
- world wide
- machine learning and data mining
- leading edge
- decision trees