Yanni Dong, Tianyang Liang, Yuxiang Zhang and Bo Du, “Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification,” IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2020.3004263.

Ziye Wang, Renguang Zuo and Yanni Dong*, “Mapping of Himalaya Leucogranites Based on ASTER and Sentinel-2A Datasets Using a Hybrid Method of Metric Learning and Random Forest,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 1925-1936, 2020.

Yuxiang Zhang, Kang Liu, Yanni Dong*, Ke Wu, and Xiangyun Hu, “Semisupervised Classification Based on SLIC Segmentation for Hyperspectral Image,” IEEE Geoscience and Remote Sensing Letters, vol. 17, no. 8, pp. 1440-1444, August 2020.

Ziye Wang, Yanni Dong*, and Renguang Zuo, “Mapping Geochemical Anomalies Related to Fe–polymetallic Mineralization Using the Maximum Margin Metric Learning Method,” Ore Geology Reviews, vol. 107, pp. 258–265, April 2019.

Ziye Wang, Renguang Zuo, and Yanni Dong*, “Mapping Geochemical Anomalies Through Integrating Random Forest and Metric Learning Methods,” Natural Resources Research, vol. 28, pp. 1285–1298, March 2019.

Yanni Dong, Bo Du, Liangpei Zhang, and Xiangyun Hu, “Hyperspectral Target Detection via Adaptive Information-Theoretic Metric Learning with Local Constraints,” Remote Sensing, vol.10, no. 9, pp. 1415, 2018.

Yanni Dong, Bo Du, Liangpei Zhang, and Lefei Zhang. “Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning,”IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 5, pp. 2509-2524, May 2017.

Yanni Dong, Bo Du, Lefei Zhang, and Liangpei Zhang, “LAM3L: Locally Adaptive Maximum Margin Metric Learning for Visual Data Classification,” Neurocomputing, vol. 235, pp. 1-9, April 2017.

Yanni Dong, Bo Du, Liangpei Zhang, and Lefei Zhang, “Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 3, pp. 1136-1150, March 2017.

Yanni Dong, Liangpei Zhang, Lefei Zhang, and Bo Du, “Maximum Margin Metric Learning Based Target Detection for Hyperspectral Images,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 108, pp. 138-150, October 2015.

Yanni Dong, Bo Du, and Liangpei Zhang, “Target Detection Based on Random Forest Metric Learning,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 4, pp. 1830-1838, April 2015.