An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification.
Victor L. F. SouzaAdriano L. I. OliveiraRafael M. O. CruzRobert SabourinPublished in: CoRR (2020)
Keyphrases
- transfer learning
- feature selection
- text categorization
- handwritten signature verification
- multi task
- text classification
- machine learning
- writer independent
- learning tasks
- knowledge transfer
- labeled data
- cross domain
- active learning
- semi supervised learning
- handwriting recognition
- collaborative filtering
- transfer knowledge
- reinforcement learning
- unlabeled data
- machine learning algorithms
- character recognition
- recognition rate
- text mining
- target domain
- dimensionality reduction
- word spotting
- feature extraction
- support vector machine
- machine vision
- knn
- classification accuracy
- feature space
- learning algorithm
- writing style
- handwritten character recognition
- sentiment classification
- nearest neighbor
- k nearest neighbor
- model selection
- feature set