Deep Learning neural nets versus traditional machine learning in gender identification of authors of RusProfiling texts.
Alexander G. SboevIvan MoloshnikovDmitry GudovskikhAnton SelivanovRoman B. RybkaTatiana LitvinovaPublished in: BICA (2017)
Keyphrases
- deep learning
- neural nets
- machine learning
- learning tasks
- feed forward
- unsupervised feature learning
- deep architectures
- unsupervised learning
- neural network
- back propagation
- artificial neural networks
- natural language
- machine learning algorithms
- decision trees
- learning algorithm
- deep belief networks
- text classification
- pattern recognition
- computer vision
- mental models
- active learning
- object detection
- principal component analysis
- learning strategies
- reinforcement learning
- object recognition