Transfer Learning Approach for the Classification of Conidial Fungi (Genus Aspergillus) Thru Pre-trained Deep Learning Models.
Matt Ervin MitalRogelio Ruzcko TobiasHerbert VillaruelJose Martin ManingoRobert Kerwin D. BillonesRyan Rhay VicerraArgel A. BandalaElmer P. DadiosPublished in: TENCON (2020)
Keyphrases
- transfer learning
- learning models
- learning tasks
- machine learning algorithms
- machine learning
- classification models
- semi supervised learning
- pre trained
- text classification
- learning algorithm
- labeled data
- supervised learning
- learning problems
- training data
- classification accuracy
- decision trees
- reinforcement learning
- feature vectors
- active learning
- feature selection
- labeled and unlabeled data
- multi task
- class labels
- loss function
- support vector
- model selection
- unlabeled data
- pattern recognition
- image classification
- text mining
- support vector machine
- training set
- feature space
- conditional random fields
- collaborative filtering
- feature extraction
- nearest neighbor
- semi supervised