14 Result(s)
within
Frederick C. Harris Jr.
Computer Systems Organization and Communication Networks
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Chapter and Conference Paper
Initial Design and Implementation of an Edge-to-Edge LoRaWAN Data Collection System
Democratizing established research infrastructure yields profound beneficial effects on local regions, especially with sensor networks deployed through environmental research. The active deployment of sensor n...
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Chapter and Conference Paper
Fostering Joint Innovation: A Global Online Platform for Ideas Sharing and Collaboration
In today’s world, where moving forward hinges on innovation and working together, this article introduces a new global online platform that’s all about sparking teamwork to come up with new ideas. This platfor...
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Chapter and Conference Paper
TickTrax: A Mobile and Web-Based Application for Tick Monitoring and Analysis
Due to the impact of climate change on environmental factors, tick populations are expanding in various regions, posing a growing public health concern due to the tick-borne pathogens (TBP) they transmit. To a...
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Chapter and Conference Paper
A User Study of Two Downstream Single-Cell Data Analysis Methods: Clustering and Trajectory Inference
Recent advancements in deep learning have significantly improved the analysis of single-cell data, including clustering and trajectory inference. Multiple methods have been proposed for these downstream tasks....
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Chapter and Conference Paper
GPU-Accelerated Neural Networks and Computational Strategies to Predict Wave Heights
Significant Wave Height is an ocean wave characteristic that plays a major role in deriving and predicting wave energy. In this study, we aim to predict significant wave height using wind data as input to a mu...
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Chapter and Conference Paper
A Holistic Approach for Single-Cell Data Trajectory Inference Using Chromosome Physical Location and Ensemble Random Walk
Single-cell RNA sequencing technology enables the analysis of complex, heterogeneous cell samples. However, errors in data processing, dimension reduction, and clustering can negatively impact subsequent calcu...
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Chapter and Conference Paper
A Schedule of Duties in the Cloud Space Using a Modified Salp Swarm Algorithm
Cloud computing is a concept introduced in the information technology era, with the main components being the grid, distributed, and valuable computing. The cloud is being developed continuously and, naturally...
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Chapter and Conference Paper
Parallelizing the Slant Stack Transform with CUDA
In geophysics, the slant stack transform is a method used to align signals from different sensors. We focus on the use of the transform within passive refraction microtremor (ReMi) surveys, in order to produce...
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Chapter and Conference Paper
Parallelized C Implementation of a Merkle Tree
Merkle trees are primarily known for being an attribute found in blockchain technology. They are used for encrypting data by hashing values multiple times to avoid incidents such as hash collisions, or the suc...
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Chapter and Conference Paper
Single-Cell RNA Sequencing Data Imputation Using Deep Neural Network
Recent research in biology has shifted the focus toward single-cell data analysis. The new single-cell technologies have allowed us to monitor and characterize cells in early embryonic stage and in heterogeneo...
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Chapter and Conference Paper
GPU Acceleration of Sparse Neural Networks
In this paper, we use graphics processing units (GPU) to accelerate sparse and arbitrary structured neural networks. Sparse networks have nodes in the network that are not fully connected with nodes in precedi...
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Chapter and Conference Paper
Preventing Decision Fatigue with Aesthetically Engaging Information Buttons
In many different kinds of complex forms (financial, job applications, etc.), information button widgets are used to give context-specific information to enable users to fill out forms completely. However, in ...
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Chapter and Conference Paper
Modeling the COVID-19 Epidemic in a Parallelized City Simulation
A pandemic can arise without warning, and it is important for those in charge of managing the outbreak to understand how diseases spread. Being able to simulate the spread of a disease in varying environments ...
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Chapter and Conference Paper
CARS: A Containerized Amazon Recommender System
With the big data boom, recommender systems that make intelligent recommendations for users have been playing an important role in today’s industry. However, existing recommender systems often overlook scalabi...
