AnimalAccML: An open-source graphical user interface for automated behavior analytics of individual animals using triaxial accelerometers and machine learning.
Guoming LiLilong ChaiPublished in: Comput. Electron. Agric. (2023)
Keyphrases
- graphical user interface
- open source
- machine learning
- visualization tool
- user friendly
- data mining
- learning analytics
- open source software
- living systems
- machine learning methods
- educational data mining
- source code
- semi automated
- social media
- learning algorithm
- graphical user interfaces
- artificial intelligence
- case study
- data analysis
- machine learning algorithms
- natural language processing
- pattern recognition
- human behavior
- user interface
- support vector machine
- predictive modeling
- expert systems
- data management
- model selection
- fully automated
- inductive learning
- inductive logic programming
- computer science
- knowledge acquisition
- big data
- reinforcement learning
- machine learning approaches
- learning tasks
- text mining
- text classification
- behavioral patterns
- open standards
- learning systems
- business intelligence