Applying Machine Learning for Sensor Data Analysis in Interactive Systems: Common Pitfalls of Pragmatic Use and Ways to Avoid Them.
Thomas PlötzPublished in: ACM Comput. Surv. (2021)
Keyphrases
- interactive systems
- machine learning
- data analysis
- human computer interaction
- sensor data
- knowledge discovery
- data mining
- pattern recognition
- sensor networks
- data collection
- data processing
- decision trees
- real time
- active learning
- data acquisition
- machine learning algorithms
- user interface
- learning systems
- text mining
- machine learning methods
- digital entertainment
- supervised learning
- learning tasks
- computer science
- multi sensor
- artificial intelligence
- computational intelligence
- inductive learning
- sensor fusion
- high dimensional data
- knowledge acquisition
- natural language
- business intelligence
- text classification
- mobile robot
- learning process
- intelligent tutoring systems
- statistical methods
- relational databases
- reinforcement learning
- statistical learning
- knowledge base
- computer vision
- multi aspect
- neural network