Harnessing the Business Potential of Self-Service Machine Learning for Forecasting Warranty Costs - Insights from a Case Study in the Automotive Sector.
Nicole Maria NamysloHenning BaarsPublished in: PACIS (2022)
Keyphrases
- machine learning
- business intelligence
- data mining
- cost savings
- pattern recognition
- short term
- life cycle
- quality control
- business process
- data analysis
- support vector machine
- knowledge management
- test bed
- information systems
- decision making
- information extraction
- learning algorithm
- machine learning methods
- decision trees
- case study
- real world
- knowledge representation
- natural language processing
- data quality
- actionable knowledge
- data analytics
- collective intelligence
- artificial intelligence
- total cost
- computer vision
- big data
- knowledge acquisition
- data warehouse
- supervised learning
- higher education
- learning systems
- electronic commerce