Akampurira Paul
ID: UNCST-2025-R017965
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A DEEP LEARNING-BASED USER BEHAVIOR ANALYTICS MODEL FOR PROACTIVE CYBER THREAT DETECTION AND RISK MANAGEMENT AT NITA, UGANDA.
REFNo: SIR554ES
1.3 Major Objective
The major objective of this study is to develop user behavior analytics model based on deep learning that effectively detects anomalies and predicts cyber threats, enabling organizations to proactively perform risk management.
1.3.2 Specific Objectives
1. To establish requirements for designing a deep learning-based user behavior analytics model.
2. To design deep learning models (LSTM, GRU, ESN, and Transformers), tailored for user behavior analytics in cyber threat detection.
3. To evaluate and validate the model for user behavior analytics in cyber threat detection and insider risk management at NITA, Uganda.
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Uganda |
2025-10-17 17:51:49 |
2028-10-17 |
Engineering and Technology |
Non-Clinical Trial |
Degree Award |
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Joan Nakkazi
ID: UNCST-2025-R019521
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Maternal Healthcare Service Utilization and Health-related Quality of Life among Young Pregnant Mothers 10-24years, in Eastern Uganda.
REFNo: HS6459ES
The main objective of the study is to evaluate the influence of maternal healthcare service utilization on health-related quality of life (HRQoL), and determine expectant mother factors associated with HRQoL among young pregnant mothers aged 10-24yrs in Eastern Uganda, so as to design strategies that strengthen identification of gaps and to develop an intervention and a MHCSU model to improve utilization of maternal healthcare services and improve HRQoL, for positive maternal and newborn health outcomes.i) To analyse the influence of uptake of ANC services on health-related quality of life among young pregnant mothers aged 10-24yrs in Eastern Uganda ii) To assess the effects of skilled birth attendance during delivery on health-related quality of life among young pregnant mothers aged 10-24yrs in Eastern Uganda iii) To examine the effects of access to postnatal care services on health-related quality of life among young pregnant mothers aged 10-24yrs in Eastern Uganda iv) To evaluate the mediating effect of expectant mother factors on maternal healthcare service utilization and health-related quality of life among young pregnant mothers aged 10-24yrs in Eastern Uganda
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Uganda |
2025-10-17 17:49:55 |
2028-10-17 |
Medical and Health Sciences |
Non-Clinical Trial |
Degree Award |
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Jacklyn Arinaitwe Makaaru
ID: UNCST-2024-R015354
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CONFLICT-RELATED ATTACKS ON EDUCATION AND CHILDREN’S LOST LIFE OPPORTUNITIES (EDATTACK)
REFNo: SS4117ES
Study’s Primary objective
To systematically identify patterns of attacks on education (AoE) at the local level and analyze their consequences for individual children’s lost life opportunities.
Study’s Secondary objectives
1. To create a georeferenced dataset on AoE across sub-Saharan Africa, 2000–2025, using state-of-the art machine learning to analyze thousands of text sources
2. To develop innovative tools to model the spatio-temporal diffusion of AoE and similar conflict processes, readily available via GitHub
3. To determine the role played by international and national actors in mediating the consequences of AoE for childrenʼs life opportunities and understand how these dynamics are perceived by local stakeholders
4. To strengthen institutional collaboration with partners from the Global South and contribute to local research capacity building
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Uganda |
2025-10-17 17:48:05 |
2028-10-17 |
Social Science and Humanities |
Non-Clinical Trial |
Non-degree Award |
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Anyanzo Philip John
ID: UNCST-2024-R002208
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CLASSROOM ASSESSMENT PRACTICES AND DEVELOPMENT OF SOCIAL STUDIES SKILLS IN UGANDA: A CASE OF SELECTED PRIMARY SCHOOLS IN WEST NILE REGION, UGANDA
REFNo: SS4406ES
study will be guided by the following objectives:
•To identify the classroom assessment practices used by teachers to assess SST skills in primary schools in West Nile region.
•To examine how classroom assessment practices contribute to the development of SST related skills among learners.
•To assess the alignment between classroom assessment practices and national summative assessment criteria.
|
Uganda |
2025-10-16 9:16:25 |
2028-10-16 |
Social Science and Humanities |
Non-Clinical Trial |
Degree Award |
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Annet Nanvubya
ID: UNCST-2025-R015525
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Assessing Knowledge, Attitudes and Practices on Ebola Virus Disease in Uganda
REFNo: SS4392ES
1. To determine levels of knowledge towards EVD among individuals living in Luwero and Nakasongola Districts.
2. To explore attitudes and practices towards EVD among individuals living in Luwero and Nakasongola Districts.
3. To create awareness through community sensitization and training on EVD in villages of Luwero and Nakasongola Districts where Ebola was previously diagnosed.
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Uganda |
2025-10-16 9:14:59 |
2028-10-16 |
Social Science and Humanities |
Non-Clinical Trial |
Non-degree Award |
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