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Robert Sabourin

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Papers (29)

  1. Characterizing and evaluating adversarial examples for Offline Handwritten Signature Verification cs.CV · 2019 · author #2
  2. Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses cs.CV · 2018 · author #5
  3. ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning cs.LG · 2018 · author #3
  4. Analyzing different prototype selection techniques for dynamic classifier and ensemble selection cs.LG · 2018 · author #2
  5. META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach cs.LG · 2018 · author #2
  6. On Meta-Learning for Dynamic Ensemble Selection cs.LG · 2018 · author #2
  7. META-DES.Oracle: Meta-learning and feature selection for ensemble selection cs.LG · 2018 · author #2
  8. Online local pool generation for dynamic classifier selection: an extended version cs.LG · 2018 · author #4
  9. A writer-independent approach for offline signature verification using deep convolutional neural networks features cs.CV · 2018 · author #3
  10. Dynamic voting in multi-view learning for radiomics applications cs.CV · 2018 · author #4
  11. Segmentation-Free Approaches for Handwritten Numeral String Recognition cs.CV · 2018 · author #4
  12. Dynamic Ensemble Selection VS K-NN: why and when Dynamic Selection obtains higher classification performance? stat.ML · 2018 · author #3
  13. An Ensemble Generation Method Based on Instance Hardness cs.LG · 2018 · author #5
  14. K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection cs.LG · 2018 · author #5
  15. Fixed-sized representation learning from Offline Handwritten Signatures of different sizes cs.CV · 2018 · author #2
  16. Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images cs.CV · 2018 · author #4
  17. Dissimilarity-based representation for radiomics applications cs.CV · 2018 · author #4
  18. On dynamic ensemble selection and data preprocessing for multi-class imbalance learning stat.ML · 2018 · author #2
  19. Deep Learning Architectures for Face Recognition in Video Surveillance cs.CV · 2018 · author #3
  20. Learning Features for Offline Handwritten Signature Verification using Deep Convolutional Neural Networks cs.CV · 2017 · author #2
  21. Automatic Temperature Setpoint Tuning of a Thermoforming Machine using Fuzzy Terminal Iterative Learning Control cs.SY · 2017 · author #3
  22. Analyzing features learned for Offline Signature Verification using Deep CNNs cs.CV · 2016 · author #2
  23. Bayesian Hyperparameter Optimization for Ensemble Learning cs.LG · 2016 · author #3
  24. Writer-independent Feature Learning for Offline Signature Verification using Deep Convolutional Neural Networks cs.CV · 2016 · author #2
  25. A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers cs.LG · 2015 · author #2
  26. Offline Handwritten Signature Verification - Literature Review cs.CV · 2015 · author #2
  27. Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation cs.NE · 2015 · author #4
  28. Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results cs.CV · 2014 · author #2
  29. A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces cs.LG · 2014 · author #2

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