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EVALUATION OF DECISION-MAKING PREDICTION MODELS FOR SEWER PIPES ASSET MANAGEMENT
(2022-08-16)
Wastewater collection systems deteriorate over time, requiring continuous adjustments and the development of asset management frameworks on the part of utility owners to maintain the performance of their assets. Any asset ...
MACHINE LEARNING FOR TARGET DETECTION USING UWB RADAR SENSOR NETWORKS
(2022-12-05)
Machine learning (ML) has recently been used to solve critical problems. This dissertation focuses on developing systems using Ultra-Wideband (UWB) wireless sensor networks and machine learning to solve critical tasks such ...
Machine Learning Methods for Statistical Analysis and Representation Learning on Neuroimaging Data
(2022-05-17)
With the recent advance and widespread adoption of imaging technological innovations, clinical practitioner and scientists can easily acquire and store a large amount of various neuroimaging modalities, such as Diffusion ...
Exploring Deep Learning in Finance
(2022-05-20)
Financial market analysis is process of analyzing market closely and predict the next move of market whether it will go up or down using historical data. Financial market is stochastic and has rapid changes over time, ...
ADAPTIVE HUMAN-ROBOT MOTION TRANSFER FOR COMPLETE BODY IMITATION
(2022-01-06)
Programming robot systems to perform certain tasks is a big challenge especially if such programming is to be performed by persons who are not experts in robotics. For example, when programming a robot to serve as an ...
Affordable Autonomous Vehicles for Deployment after Disastrous Events
(2022-05-18)
In disastrous events such as hurricanes and tornadoes, it has been observed that people get stranded and helpless without a feasible way to escape during those emergency situations. This became very evident during hurricanes, ...
CEO CHARACTERISTICS, INDUSTRY 4.0 CAPABILITIES, AND FIRM PERFORMANCE
(2022-08-11)
**Please note that the full text is embargoed until 8/6/2024** ABSTRACT: Industry 4.0 has received significant attention from academia and industry in the last decade. Despite its growing popularity, this area is relatively ...
Simulation of Li Dendrite Inhibition in Lithium Battery by Phase-Field Method
(2022-05-16)
Lithium (Li) dendrite growth poses serious challenges for the development of Li metal batteries which also stops the footsteps of human utilizing the environment-friendly new power source. Replacing liquid electrolyte with ...
Data Fusion for Non-motorized Volume Estimation: A Machine Learning Approach
(2022-07-14)
**Please note that the full text is embargoed until 7/11/2024** ABSTRACT: Despite increased awareness at the state and federal levels of the design and policy concerns associated with nonmotorized infrastructure, communities ...
PHYSICAL MODELING OF FILAMENT GROWTH AND RESISTIVE SWITCHING IN METAL OXIDE-BASED RRAM
(2022-12-15)
Metal oxide-based resistive random-access memories (RRAM) exhibit several excellent performances, such as nanosecond switching speed, large write-erase endurance, and long retention time, and can potentially replace the ...