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Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands., , , , and . IEEE BigData, page 1173-1182. IEEE Computer Society, (2017)Spatio-Temporal Data Mining: A Survey of Problems and Methods., , and . ACM Comput. Surv., 51 (4): 83:1-83:41 (2018)Predictive Learning in the Presence of Heterogeneity and Limited Training Data., , , and . SDM, page 253-261. SIAM, (2014)Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach., and . SDM, page 271-279. SIAM, (2021)Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling., , , , , , and . IGARSS, page 3494-3496. IEEE, (2020)A new data mining framework for forest fire mapping., , , , , , , , , and 4 other author(s). CIDU, page 104-111. IEEE, (2012)Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles., , , , , , and . SDM, page 558-566. SIAM, (2019)Machine Learning for the Geosciences: Challenges and Opportunities., , , , and . IEEE Trans. Knowl. Data Eng., 31 (8): 1544-1554 (2019)Rethinking the Importance of Sampling in Physics-informed Neural Networks., , , , and . CoRR, (2022)A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis., , , , , , , , , and 4 other author(s). CoRR, (2023)