Publications 2020

Année 2020:
Journals
 
  1. Maruyama, T.M., Oliveira, L.S., Britto, A.S. and Sabourin, R. Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation,, IEEE Transactions on Information Forensics and Security, October 2020. 

     
  2. Zyblewski, P., Sabourin, R. and Wozniak, M. Preprocessed Dynamic Classifier Ensemble Selection for Highly Imbalanced Drifted Data Streams, Information Fusion, vol 66, February 2021, pp 138-154. 

     
  3. Silva, R.A., Britto. A.S., Enembreck, F., Sabourin, R. and Oliveira, L.S. Selecting and combining classifiers based on Centrality Measures, International Journal on Artificial Intelligence Tools, April, 2020. 

     
  4. Souza, V.L.F., Oliveira, A.L.I., Cruz, R.M.O. and Sabourin, R. A White-Box Analysis on the Writer-Independent Dichotomy Transformation Applied to Offline Handwritten Signature Verification, Expert Systems with Applications, March 2020 (Accepted). 

     
  5. R. M. O. Cruz, L. G. Hafemann, R. Sabourin, and G. D. C. Cavalcanti, DESlib: A dynamic ensemble selection library in python, Journal of Machine Learning Research, vol. 21, No. 8, February 2020, pp. 1-5.  (github

     
  6. R. Soleymani, E. Granger, G. Fumera F-measure curves: A tool to visualize classifier performance under imbalance, submitted to Journal of Pattern Recognition, January 2020. 

     
  7. F. Mokhayeri, E. Granger A paired sparse representation model for robust face recognition from a single sample, submitted to Journal of Pattern Recognition, January 2020 (Accepted Jan 2020). 

     
  8. Hafemann, L.G., Sabourin, R., and Oliveira L.S., Meta-learning for fast classifier adaptation to new users of Signature Verification systems, IEEE Transactions on Information Forensics & Security, Vol 15, No 1, December 2020, pp 1735-1745.. 

     
 


Conferences

  1. Monteiro, M., Britto Jr, A., Barddal, Oliveira L.S., and Sabourin, R. Classifier Pool Generation based on a Two-level Diversity Approach, 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, 10-15 January 2021.

     
  2. Souza, V.L.F., Oliveira, A.L.I., Cruz, R.M.O. and Sabourin, R. An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification, 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, 10-15 January 2021.

     
  3. Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses, European Conference on Computer Vision (ECCV 2020), Glasgow, UK, August 23-28, 2020.

     
  4. Djebril Mekhazni, Amran Bhuiyan, George Ekladious, Eric Granger Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification, European Conference on Computer Vision (ECCV 2020), Glasgow, UK, August 23-28, 2020.

     
  5. Cao, H., Bernard, S., Sabourin, R. and Heutte, L. A Novel Random Forest Dissimilarity Measure for Multi-View Learning, 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy, 10-15 January 2021. 

     
  6. Coetzer, J., Swanepoel, J. and Sabourin, R.,Dynamic Fusion of Human and Machine Decisions for Efficient Cost-Sensitive Biometric Authentication, International SAUPEC-RobMech-PRASA Conference, Cape Town, South Africa, January 29-31, 2020.

     
  7. Souza, V.L.F., Oliveira, A.L.I., Cruz, R.M.O. and Sabourin, R.,Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control, The Genetic and Evolutionary Computation Conference (GECCO-2020), Cancun, Mexico, July 8-12, 2020.

     
  8. Souza, M.A., Sabourin, R., Cavalcanti, G.D.C. and Cruz, R.M.O.,Multi-label learning for dynamic model type recommendation, 2020 International Joint Conference on Neural Networks (IJCNN-2020), Glasgow, UK, July 19-24, 2020.

     
  9. Hochuli, A.G., Britto Jr, A., Barddal, Oliveira L.S., and Sabourin, R.,An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings, 2020 International Joint Conference on Neural Networks (IJCNN-2020), Glasgow, UK, July 19-24, 2020. 

     
  10. Fania Mokhayeri, Kaveh Kamali, Eric Granger Cross-Domain Face Synthesis using a Controllable GAN, 2020 Winter Conference on Applications of Computer Vision (WACV)