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Privacy-aware big data systems and services in the Internet of Things era
(Georgia Institute of Technology, 2018-04-16)
The Internet of Things (IoT) has been considered the next industrial revolution. Connecting physical objects to the Internet and equipping massive sensor generated data with the powerful data analytics capabilities, the ...
Novel gestures for wearables
(Georgia Institute of Technology, 2018-04-09)
Wearable computing is an inevitable part of the next generation of computing [abowd2016beyon]. Compared with traditional computers (e.g., laptop, smartphones), wearable devices are much smaller, creating new challenges for ...
Robust approaches and optimization for 3D data
(Georgia Institute of Technology, 2018-04-06)
We introduce a robust, purely geometric, representation framework for fundamental association and analysis problems involving multiple views and scenes. The framework utilizes surface patches / segments as the underlying ...
Detection and incremental object learning in videos
(Georgia Institute of Technology, 2018-12-14)
Unlike state-of-the-art batch machine learning methods, children have a remarkable facility for learning visual representations of objects through a combination of self-directed visual exploration and access to a sparse ...
Model, predict, and mitigate scalability bottlenecks for parallel application on many-core processors
(Georgia Institute of Technology, 2018-07-27)
Ensuring the continuous scaling of parallel applications is challenging on many-core processors, due to the complex relationship of available parallelism in application and the limited shared on-chip resources. Two main ...
Cost benefit analysis of adding technologies to commercial aircraft to increase the survivability against surface to air threats
(Georgia Institute of Technology, 2018-07-27)
Flying internationally is an integral part of people's everyday lives. Most United States airlines fly internationally on a daily basis. The world continues to become a more dangerous place, due to improvements to technology ...
Computational approaches to understanding stylistic variation in online writing
(Georgia Institute of Technology, 2018-09-28)
Language use in online interactions varies from community to community, from individual to individual, and even for individuals in different contexts. While prior work has identified these differences, far less is understood ...
Computing for social science: Characterizing, quantifying, and analyzing social phenomena in technology mediated communications
(Georgia Institute of Technology, 2018-08-10)
Traditional social science methods of analyzing unstructured and semi-structured qualitative content often rely on labor and time intensive methods to transform qualitative data into quantitative representations of phenomena ...
Bridging the gap for hardware transactional memory
(Georgia Institute of Technology, 2018-10-31)
Transactional memory (TM) is a promising new tool for shared memory application development. Unlike mutual exclusion locks, TM allows atomic sections to execute concurrently, optimistically predicting the threads will not ...
Urban 3D scene understanding from images
(Georgia Institute of Technology, 2018-01-22)
Human vision is marvelous in obtaining a structured representation of complex dynamic scenes, such as spatial scene-layout, re-organization of the scene into its constituent objects, support of each object, etc. We also ...