Browsing School of Computing and Engineering (UMKC) by Thesis Semester "2023 Spring"
Now showing items 1-7 of 7
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A Novel Deep Learning-Based Framework for Context Aware Semantic Segmentation in Medical Imaging
(2023)Deep learning has an enormous impact on medical image analysis. Many computer-aided diagnostic systems equipped with deep networks are rapidly reducing human intervention in healthcare. Among several applications, medical ... -
Comparative Study of LRFR and LFR Methods of Rating for Missouri Steel Bridges
(2023)Bridge load rating is a method used to check on the ability of bridges to carry a given live load. Bridge rating is important to ensuring public safety in that it helps the concerned agencies to enforce weight restriction ... -
Dynamic Activity Predictions using Graph-based Neural Networks for Time Series Forecasting
(2023)Time series forecasting is a vital task in numerous fields, and traditional methods, machine learning models, and neural graph networks have been employed to improve prediction accuracy. However, these techniques need ... -
Machine Learning based Predictive Modeling of Stochastic Systems
(2023)Complex signals are ubiquitous in our daily lives, and interpreting and modeling them is vital for scientific advancement. Traditional methods for predictive modeling of complex signals include statistical signal processing ... -
Machine Learning Ensembles for Grid Congestion Price Forecasting
(2023)In this thesis, we embarked on a comprehensive study to develop a cutting-edge model for forecasting real-time electricity prices across 35 nodes within the PJM zone. The task at hand was particularly challenging, given ... -
Multimedia Big Data Analytics and Fusion for Data Science
(2023)Big data is becoming increasingly prevalent in people's everyday lives due to the enormous quantity of data generated from social and economic activities worldwide. As a result, extensive research has been undertaken to ... -
Security Management of Smart Home Internet-Of-Things: A Framework, Finite-State Attack Modeling, And Worst Attack Vulnerability Analysis
(2023)Smart Home Internet of Things (SHIoT) provides a rich compendium of innovative, ubiquitous, and interactive services to users using a variety of smart sensors, devices and applications. However, owing to the strongly ...