Automatic Classification of Valve Diseases Through Natural Language Processing in Spanish and Active Learning.
Pablo Pérez-SánchezVíctor Vicente-PalaciosManuel Barreiro-PérezElena Díaz-PeláezAntonio Sánchez-PuenteJesús Sampedro-GómezAlberto García-GalindoP. Ignacio Dorado-DíazPedro L. SánchezPublished in: BIOMESIP (2021)
Keyphrases
- automatic classification
- active learning
- natural language processing
- question answering
- statistical and machine learning methods
- machine learning
- information extraction
- automatic detection
- natural language
- supervised learning
- text mining
- computational linguistics
- knowledge representation
- machine translation
- semi supervised
- named entity recognition
- text summarization
- unlabeled data
- semantic analysis
- learning strategies
- labeled data
- text processing
- artificial intelligence
- cost sensitive
- wordnet
- random sampling
- language identification
- learning algorithm
- computational biology
- semantic relations
- web page classification
- selective sampling
- feature engineering
- automatically classify
- named entities
- imbalanced data classification
- image dataset
- semi supervised learning
- free text
- word sense disambiguation
- crowd sourced
- experimental design
- transfer learning
- machine translation system
- features extraction
- training examples
- learning process
- data sets
- active learning strategies
- pool based active learning
- part of speech
- mathematical model
- image database
- relevance feedback
- training set