Hierarchische Eignungsprüfung von externen (Open) Data Sets für unternehmensinterne Analytics- und Machine-Learning-Projekte.
Matthias KaiserDominic StirnweißLars WederhakePublished in: HMD Prax. Wirtsch. (2023)
Keyphrases
- machine learning
- data sets
- data mining
- learning analytics
- data analysis
- learning algorithm
- training set
- predictive modeling
- business intelligence
- knowledge acquisition
- real world data sets
- natural language processing
- pattern recognition
- machine learning methods
- educational data mining
- text classification
- learning tasks
- benchmark data sets
- computer science
- case study
- feature selection
- knowledge representation
- machine learning approaches
- training data
- machine learning algorithms
- transfer learning
- artificial intelligence
- supervised machine learning
- explanation based learning
- information visualization
- inductive learning
- input data
- big data
- microarray data
- learning systems
- semi supervised learning
- data management
- support vector machine
- knowledge discovery
- social media
- computer vision
- genetic algorithm
- neural network