Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification.
Luis H. S. VogadoRodrigo M. S. VerasFlávio H. D. AraújoRomuere Rôdrigues Veloso e SilvaKelson Rômulo Teixeira AiresPublished in: Eng. Appl. Artif. Intell. (2018)
Keyphrases
- transfer learning
- support vector machine svm
- support vector
- machine learning
- support vector machine
- text classification
- knowledge transfer
- classification algorithm
- machine learning algorithms
- cross domain
- svm classifier
- feature space
- feature vectors
- cross domain learning
- cancer diagnosis
- learning tasks
- feature extraction
- feature selection
- pattern recognition
- classification accuracy
- reinforcement learning
- labeled data
- manifold alignment
- active learning
- semi supervised learning
- collaborative filtering
- training set
- transfer knowledge
- text categorization
- multi class
- decision boundary
- learning algorithm
- cross validation
- decision trees
- knn
- data sets
- gene selection
- knowledge discovery
- multi task
- prior knowledge
- information extraction
- class labels
- learning environment
- supervised learning
- unsupervised learning
- model selection
- text mining