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Algorithms for Robust Data Analysis
Data analysis plays an important role in making decisions, making predictions, and helping business operate. Unfortunately, in many situations the data is not reliable and robust analysis is needed to obtain stable ...
Native Software Security Hardening in the Real World : Compatibility, Modularity, Expressiveness, and Performance
This dissertation presents a series of new technologies that significantly bridge the gap between theory and practice of software hijacking defenses based on control-flow integrity (CFI) and in-lined reference monitors ...
Analytics and Algorithms for Real Time IoT Workflow Composition in the Edge-Cloud Infrastructure
With the growth of Internet of Things (IoT), edge-based data stream processing (DSP) technologies are rapidly evolving with more and more data generated and processed for critical decision making. Many research works ...
Full Wavefield Reconstruction and Full Waveform Inversion
Two-way reverse time extrapolation of the recorded seismic data is the essential step in seismic reverse time migration (RTM). Various RTM algorithms have been developed to produce accurate image locations rather than ...