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Equine Gait Analysis, Body Part Tracking using DeepLabCut and Mask R-CNN and Biomechanical Parameter Extraction
(2021-07-30)
Gait analysis plays a pivotal role in quantitatively defining equine biomechanical parameters for lameness detection and performance evaluation. Currently, equine gait analysis requires attaching markers or IMU sensors to ...
Developing a Data Provenance System with Version Control Using Blockchain
(2021-08-04)
The origin and integrity of data is a concept that is of great importance. If the history of the data is not preserved, there is no way to ascertain data integrity and whether it was modified; if yes, the identity of the ...
UAV Obstacle Avoidance by Applying Deep Learning
(2021-08-03)
In the last decades, many algorithms in the artificial intelligence field, including machine learning, deep learning, and so on, have been implemented for not only computer vision, but also in mobile vehicles. Thus, to ...
Optimizing Task Throughput for Large-scale Mobile Crowdsourcing in Smart Cities
(2021-08-09)
In mobile crowdsourcing, workers are financially motivated to perform as many self-selected tasks as possible to maximize their revenue. Unfortunately, the existing task scheduling approaches in mobile crowdsourcing fail ...
Employing Supportive Coevolution for the Automated Design and Configuration of Evolutionary Algorithm Operators and Parameters
(2021-11-17)
Evolutionary Algorithms (EAs) can be highly complex structures requiring many operators and parameters to function. Since EA performance can be highly dependent on these parameters and operators, creating automatic methods ...
Deep Time Series Model on Translation and Forecasting
(2021-11-29)
Deep learning techniques have acquired much attention and have been shown to outperform previous state-of-the-art methods in plenty of fields over the last years. This dissertation delves further into the deep time series ...
A Technological Framework to Teach Music Online via Machine Learning with the Focus on Automated Chord Detection
(2021-12-01)
This thesis proposes possible approaches to adding technology to music courses and examines the impact online music courses may have on music teaching and practicing. The main
question in this research is:
How can we ...
An Interdisciplinary Study: A Framework Supporting the Automated Phonetic Transcription Grading Tool System, from Business Requirement to Software Maintenance
(2021-12-01)
Interactive learning applications enhance the motivation for students to interact and learn with the applications. In this research the primary goals are as follows: 1) to propose and implement algorithms to calculate the ...
Heuristics in Distributing Data and Parity with Distributed Hash Tables
(2021-11-30)
We compare multiple methods of distributing data and error correcting code across distributed hash tables. We focus on the scaling of distributed hash tables and at which methods moved the least amount of data while ...
Collaboration and Competition in Interest-Driven Cyber Ecosystems
(2021-12-08)
The next-generation cyber ecosystems are characterized by novel distributed paradigms composed of various network entities, such as individuals, devices, and software. The efficiency, scalability, and security of the systems ...