Using Syntactic Similarity to Shorten the Training Time of Deep Learning Models using Time Series Datasets: A Case Study.
Silvestre MaltaPedro PintoManuel Fernández-VeigaPublished in: DeLTA (2021)
Keyphrases
- learning models
- learning algorithm
- learning tasks
- machine learning
- semi supervised learning
- loss function
- similarity measure
- learning problems
- distance measure
- machine learning algorithms
- classification models
- supervised learning
- training set
- conditional random fields
- machine learning models
- natural language
- restricted boltzmann machine
- image processing
- intermediate concepts
- semi supervised
- prior knowledge
- pairwise
- learning environment
- genetic algorithm