Machine learning misclassification of academic publications reveals non-trivial interdependencies of scientific disciplines.
Alexey LyutovYilmaz UygunMarc-Thorsten HüttPublished in: Scientometrics (2021)
Keyphrases
- scientific disciplines
- machine learning
- citation analysis
- scientific data
- machine learning methods
- pattern recognition
- error rate
- digital libraries
- active learning
- feature selection
- inductive logic programming
- neural network
- supervised machine learning
- machine learning and data mining
- cost sensitive
- learning problems
- artificial intelligence
- computer science
- decision trees
- natural language
- machine learning approaches
- kernel methods
- data analysis
- knowledge discovery
- real time
- knowledge representation
- knowledge acquisition
- learning tasks
- information extraction
- higher education
- supervised learning
- unsupervised learning
- model selection