Outputs (3)

Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation (2019)
Presentation / Conference Contribution
Hou, X., Liu, J., Xu, B., Liu, B., Chen, X., Garibaldi, J., Ilyas, M., Ellis, I., & Qiu, G. (2019, October). Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation. Presented at 22nd International Conference, Shenzhen, China

Supervised semantic segmentation normally assumes the test data being in a similar data domain as the training data. However, in practice, the domain mismatch between the training and unseen data could lead to a significant performance drop. Obtainin... Read More about Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation.

A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets (2019)
Presentation / Conference Contribution
Shen, Z., Chen, X., & Garibaldi, J. M. (2019, June). A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets. Presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), New Orleans, LA, USA

In this paper, we propose a novel weighted combination feature selection method using bootstrap and fuzzy sets. The proposed method mainly consists of three processes, including fuzzy sets generation using bootstrap, weighted combination of fuzzy set... Read More about A Novel Weighted Combination Method for Feature Selection using Fuzzy Sets.

Performance Optimization of a Fuzzy Entropy Based Feature Selection and Classification Framework (2019)
Presentation / Conference Contribution
Shen, Z., Chen, X., & Garibaldi, J. (2018, October). Performance Optimization of a Fuzzy Entropy Based Feature Selection and Classification Framework. Presented at Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Miyazaki, Japan

© 2018 IEEE. In this paper, based on a fuzzy entropy feature selection framework, different methods have been implemented and compared to improve the key components of the framework. Those methods include the combinations of three ideal vector calcul... Read More about Performance Optimization of a Fuzzy Entropy Based Feature Selection and Classification Framework.