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Now showing items 11-20 of 21
Detecting distributed denial of service attacks using Machine Learning
(Makerere University, 2023-01-13)
Software-defined network (SDN) has become a revolutionary aspect in networks because it provides more control and network operation over a network infrastructure. The SDN controller is considered as the operating system ...
Data compression for an edge-based machine learning model in IOT devices.
(Makerere University, 2022-09-21)
In this project, an IoT device, comprising an AD8232 ECG sensor kit and ESP32 microcontroller, was designed and developed to collect ECG data. Compression using the wavelet transform was then applied on the collected data ...
A Machine Learning Strategy for Automatic Detection of High Risk Pregnancies in Uganda
(Makerere University, 2022-09-09)
High risk pregnancies have a significant contribution to the increasing maternal and infant mortality rates in Uganda. One of the major parameters for assessing pregnancy risk is the fetal skull circumference of unborn ...
Development of a smart portable ultrasound system for real-time guidance of minimally invasive procedures
(Makerere University, 2022-10-19)
Needle visibility is crucial in the diagnosis and treatment of non-communicable diseases. This work focuses on developing a smart portable ultrasound system that uses machine learning techniques to aid needle visibility ...
Short Term Load Forecasting Using Machine Learning
(Makerere University, 2022-10-10)
Short term load forecasting is required for power system planning, operation and control. It is utilized by utilities, system operators, power marketers, generators etc. In this project, load forecasting has been done with ...
Anomaly Detection in Low-Cost Environmental Monitoring Sensor Data Using Machine Learning
(Makaerere university, 2022-09-16)
A system was installed at Makerere University's weather station in December 2021 to test inexpensive sensors used for environmental monitoring. This research was done in particular to identify the most reliable sensor ...
Using Machine Learning in Diagnosis and Early Detection of Lower Urinary Tract Symptoms (LUTs)
(Makerere University, 2023-02-02)
LUTs are not bothersome in the early stages so the majority of people with them ignore them until they are at severe stage and their quality of life is affected greatly, it’s at the severe stage that people are diagnosed ...
Assessing the Capability of a Spectral-Based Model in Detection of Northern Leaf Blight in Maize; A Case Study of Asili Maize Farm in Kiryandongo
(Makerere University, 2023-07-04)
Maize (Zea mays L.) is the world’s most productive crop, with 1.12 billion metric tons harvested in 2018/19. Northern Leaf Blight is a devastating fungal disease caused by the pathogen Exserohilum turcicum that affects ...
Machine Learning-Based Mapping of Slums and Analysis Of Slums Patterns: A Case Study Of Kampala District, Uganda. (Unpublished undergraduate dissertation) Makerere University; Kampala, Uganda.
(Makerere University, 2023-12-21)
Urban planning and policy-making face considerable challenges as a result of the increasing
urbanization and rise of informal settlements in many emerging nations. Effective urban
management requires accurate and current ...
Load forecasting using machine learning.
(Makerere University, 2022-10-03)
Short term load forecasting is essential within low income developing countries for power
system planning, operation and control. In this project, load forecasting is done using a non
linear Regression Analysis through ...