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Design and evaluation of GAN-based models for adversarial training robustness in deep learning
(2023-04-01)
Adversarial attacks show one of the generalization issues of current deep learning models on special distribution shifted data. The adversarial samples generated by the attack algorithm can introduce malicious behavior to ...
Conceptual videos in mathematics: theory to practice
(2023-03-01)
This project begins by providing an overview of the research on the purpose and criteria for creating quality educational videos and the development of a conceptual understanding of proportional reasoning. The paper then ...
PoT: bridging IoT with phone technology
(2023-09-01)
The ”Phone of Things” (PoT) introduces an innovative integration of IoT systems with the widely available telephone network infrastructure. It repurposes underused home landlines and existing communication servers, weaving ...
Modelling of radioactive particle resuspension after a dirty bomb event
(2023-12-01)
The primary hazard of a Dirty Bomb emanates not from the initial detonation but from the subsequent re-suspension of deposited radioactive particles. Although radiological contamination is substantial on surfaces initially, ...
Energy aware scheduling using reinforcement learning for 802.15.4e Time-Slotted Channel Hopping
(2023-11-01)
Time Slotted Channel Hopping (TSCH) is a medium access control mode defined in IEEE 802.15.4e standard. This protocol is a crucial component of fourth-generation IoT applications, enabling efficient communication through ...
Understanding minor attracted persons
(2023-10-01)
Minor attracted persons (MAPs) are a group of understudied individuals who acknowledge a sexual interest in children but who may never have offended against a child. They are often regarded the same as individuals who have ...
Coordinated multicast beamforming for multi-cell massive MIMO systems
(2023-09-01)
In this thesis, we consider the efficient coordinated multi-cell multicast beamforming design in massive massive multiple-input multiple output (MIMO) cellular networks. For the problem that aims to minimize the base station ...
Improving classification system to detect cyclic alternation pattern using sleep EEG
(2023-08-01)
Cyclic alternative patterns (CAP) became an important tool to diagnose sleep disorders. This study aims to have a better understanding of CAP, as the clinical applications remain limited as CAP analysis is a time-consuming ...
Optimizing electrocardiogram analysis for efficient heart condition diagnosis
(2023-09-01)
This thesis introduces an innovative lead grouping strategy for efficient real-time Electrocardiography signal classification. This method uses a maximum of six leads instead of the traditional 12-lead approach, leading ...
Formerly incarcerated women’s online accounts of pathways to criminality and incarceration: a contribution to feminist pathways theory
(2023-11-01)
Some feminist scholars argue that pathways research is not truly representative of girls’ and women’s pathways to crime. This paper uses the gendered pathways theory that recognizes and highlights some of the unique factors ...