Systems Research (HPC/ML)
Research on scaling machine learning algorithms, graph databases, geosimulations, in-situ analytics, …
Research Contributions
Systems Research (GeoSimulations/Computational Steering)
Research on computational steering …
Systems Research (WebGIS)
Research on WebGIS …
Semi-supervised Learning
Research on classification with limited ground-truth data, aggregate classes, …
Multisource, Multimodal, Multitemporal Classification
Research on multi-* data mining and machine learning, …
Deep Semi-supervised Learning
Research on Mean Teacher and Generative Adversarial Networks (GANs) based semi-supervised learning (SSL) …
Community Efforts
Community efforts to develop new research thrusts, …
Complex Object Classification
Research on identifying complex objects, multiple instance learning, …
Change Detection
Research on patch based change detection using probabilistic and deep learning approaches …
Anomaly Detection (Spatiotemporal, Videos)
Research on identifying anomalous patterns in climate change data, videos, …