Research output per year
Research output per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Accelerated and Interpretable Flood Susceptibility Mapping Through Explainable Deep Learning with Hydrological Prior Knowledge
Wang, J., Sanderson, J., Iqbal, S. & Woo, W. L., 26 Apr 2025, In: Remote Sensing. 17, 9, 25 p., 1540.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
DiPACE: Diverse, Plausible and Actionable Counterfactual Explanations
Sanderson, J., Mao, H. & Woo, W., 25 Feb 2025, Proceedings of the 17th International Conference on Agents and Artificial Intelligence. Rocha, A. P., Steels, L. & van den Herik, H. J. (eds.). Scitepress, Vol. 2. p. 543-554 12 p. (International Conference on Agents and Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile2 Downloads (Pure) -
GradCFA: A Hybrid Gradient-Based Counterfactual and Feature Attribution Explanation Algorithm for Local Interpretation of Neural Networks
Sanderson, J., Mao, H. & Woo, W. L., 18 Mar 2025, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
Explainable Deep Semantic Segmentation for Flood Inundation Mapping with Class Activation Mapping Techniques
Sanderson, J., Mao, H., Tengtrairat, N., Al-Nima, R. R. O. & Woo, W. L., 26 Feb 2024, Proceedings of the 16th International Conference on Agents and Artificial Intelligence. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Scitepress, Vol. 3. p. 1028-1035 8 p. (ICAART).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile1 Citation (Scopus)106 Downloads (Pure) -
Optimal Fusion of Multispectral Optical and SAR Images for Flood Inundation Mapping through Explainable Deep Learning: Information
Sanderson, J., Mao, H., Abdullah, M. A. M., Al-Nima, R. R. O. & Woo, W. L., 14 Dec 2023, In: Information. 14, 12, 28 p., 660.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)24 Downloads (Pure)