MLStar: Machine Learning in Energy Profile Estimation of Android Apps.
Benjamin GaskaChris GniadyMihai SurdeanuPublished in: MobiQuitous (2018)
Keyphrases
- machine learning
- mobile applications
- android platform
- energy consumption
- mobile apps
- mobile platforms
- feature selection
- development tools
- pattern recognition
- energy minimization
- android application
- estimation process
- estimation algorithm
- user profiles
- model selection
- neural network
- knowledge representation
- machine learning methods
- learning systems
- knowledge acquisition
- parameter estimation
- learning tasks
- artificial intelligence
- computer vision
- text mining
- semi supervised learning
- decision trees
- estimation accuracy
- smart phones
- learning algorithm
- mobile platform
- computer science
- energy saving
- mobile phone
- inductive learning
- computational intelligence
- markov random field
- power system