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Characterization of DNS Servers for Latency Estimation Metrics
It is easy to “ping” a remote computer from one’s own to determine the time delay between them, but estimating the latency between two remote hosts is much less trivial. This problem has various applications: social ...
Exploring Transfer Learning Focused on Physiological Signals for Emotion Recognition
Recent work in the area of automatic emotion recognition has leveraged a large amount of publicly available data with transfer learning techniques to detect emotion on low-resource data. Previous work demonstrated that the ...
Analysis of Time-Delay Artificial Neural Networks in Ball Catching Task
In this paper, we look at the performance of a time-delay neural network in a scenario requiring memory as well as reactivity. Utilizing a ball catching scenario where the agent will have to move to catch a falling ball, ...
Statistical Robustness Analysis of Random Sampling Consensus Method
One of the most vocalized applications of computational interactivity today stem from our biological sense of perception, both in its promise for automation and heeding of its still prevalent weaknesses. Computer vision, ...
Automated Cloud Removal on High-Altitude UAV Imagery Through Deep Learning on Synthetic Data
New theories and applications of deep learning have been discovered and implemented within the field of machine learning recently. The high degree of effectiveness of deep learning models span across many domains including ...
Reinforcement Learning For Collision Avoidance
(2015-09-23)
Autonomous travel poses challenges in machine learning navigation. Different approaches have been considered, such as reinforcement learning, dynamic programming methodologies, and other artificial intelligence assisted ...
Virtual Patching: Fighting Brute Force Attacks in a Software Defined Network
A new design for virtual patching applications is presented for software defined network environments. Based on OpenFlow implementation, a software defined network can be programmed to intelligently detect threats and ...
High-Performance External-Memory Mergesort
Many current solutions for sorting very large files today are incredibly slow. Given that virtually every widespread application requires some form of sorted data, these slow solutions total a massive waste of time and ...
Neural Via Points for Muscle Wrapping
Line-based musculoskeletal simulation is important in both computer graphics and biomechanics research. Software such as OpenSim can provide simulations of musculoskeletal dynamics and neural control where it would be ...