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Cryptocurrency as a Base for a Decentralized Application to Improve Security and Cost Reduction in the Ridesharing Industry
(2021-05-12)
The thesis introduces a ride-sharing application based on blockchain. The platform is designed to enhance the ride-sharing industry’s security and improve the driver’s profit, the cost for riders, and payment processing ...
Understanding Decisions and Tradeoffs of Neural Style Transfer
(2021-05-21)
A Neural Algorithm of Artistic Style introduced an artificial system to create artistic images. It does so by generating a set of feature maps from a content image and a style image. These feature maps are used to generate ...
Margo: Margin Notes for Computational Notebooks
(2021-05-13)
Jupyter Notebooks combine prose, code and execution output, making them a popular choice over plain source code for communicating computational methods. However, notebooks cannot be reused as modules, and the recommended ...
Towards Interactive Design of Graph Data Structures
(2021-08-18)
Graph Frameworks and Databases are critical components of modern software. The need to analyze massive graph datasets have spurred the development of Graph Systems. Graph Frameworks and Libraries with tuned Graph data ...
Tumor Profiling from Pathology Images using Deep Learning
(2021-11-23)
Pathologists diagnose tumor biopsies under the microscope, navigating different levels of magnification to survey cellular composition, local glands, and global tissue landscapes across a slide. Recently, digital whole ...
Predictive Maintenance in the Internet of Things: Survival Analysis and Deep Learning on Time Series Data from a Large Scale Wireless Sensor Network
(2021-05-24)
A major challenge in deploying battery powered sensors for the Internet of Things (IoT) involves making accurate predictions for when the batteries in the sensors will reach the end of their life. Maintenance of large ...
Live Perception and Real Time Motion Prediction with Deep Neural Networks and Machine Learning
(2021-11-08)
The research in this project explores the intersection of human computer interaction (HCI) and deep neural networks. Advances in real-time output has reduced latency making webcam skeletal model output useful for fine ...
Minimizing NUMA Effects on Machine Learning Workloads in Virtualized Environments
(2021-05-25)
This thesis is an investigation into the performance ramifications of making specialized component reservations for machine learning workloads in virtualized environments. The reliance of machine learning on floating-point ...
Predicting the Unpredictable: Comparing Statistical Forecasting and Deep Learning Models for Forecasting Emergency Department Arrivals
(2021-05-24)
The hospital emergency department must be continuously staffed and ready to care for patients. Staffing and demand could be more easily matched if hospitals were able to better predict surges in emergency department visits. ...
Huey: Intelligent Agents for Natural Human to Machine Communication
(2021-05-25)
This thesis presents a novel architecture including two new programming languages, allowing software developers to create intelligent agents operating anywhere on the internet, independent of vendors' proprietary ecosystems ...