Emerging trends in machine learning: beyond conventional methods and data.
Luca OnetoNicolò NavarinMichele DoniniDavide AnguitaPublished in: ESANN (2018)
Keyphrases
- machine learning
- data analysis
- statistical methods
- data collection
- database
- image data
- emerging trends
- machine learning methods
- machine learning algorithms
- high dimensional data
- high quality
- data mining methods
- data sets
- synthetic data
- knowledge discovery
- noisy data
- data sources
- data reduction
- data mining techniques
- training data
- spectral clustering
- decision trees
- data mining
- learning models
- statistical tests
- data representations
- original data
- social networks
- raw data
- human experts
- real world
- microarray
- data structure
- statistical analysis
- data points
- end users
- active learning
- prior knowledge
- user interface
- preprocessing
- reinforcement learning