Algorithms for Big Data Analytics: Geometric Data Analysis, Computational Geometry, Coresets and Sketches, Handling Uncertainty, Data Mining, Databases, Machine Learning, Spatial Statistics.
Storage, indexing, and physical database design, Streams and complex event processing, Data platforms for emerging hardware/Emerging hardware for data management, Uncertain, probabilistic, and approximate databases
Data exploration, visualization, query languages, and user interfaces, Data integration, information extraction, and schema matching, Data quality, data cleaning, and database usability
Data systems usability, Data summarization, Trusted machine learning, Explainable AI, Data exploration and user interfaces, Data quality, Data cleaning, Responsible data management, Data fairness
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