• Login
    Search 
    •   NM-AIST Home
    • Computational and Communication Science Engineering
    • Search
    •   NM-AIST Home
    • Computational and Communication Science Engineering
    • Search
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    Search

    Show Advanced FiltersHide Advanced Filters

    Filters

    Use filters to refine the search results.

    Now showing items 1-7 of 7

    • Sort Options:
    • Relevance
    • Title Asc
    • Title Desc
    • Issue Date Asc
    • Issue Date Desc
    • Results Per Page:
    • 5
    • 10
    • 20
    • 40
    • 60
    • 80
    • 100
    Thumbnail

    Data Synthesis Technique for Categorical Pestes Des Petits Ruminants (PPR) Data Using CTGAN Model 

    Nyambo, Devotha; Mduma, Neema; Sinde, Ramadhani; Lyimo, Tumaini (Pre prints,org, 2023-05-11)
    Data scarcity is a significant challenge in the field of Machine Learning (ML), as data collection can be expensive, time‐consuming, and difficult, particularly in developing countries. This challenge is exaggerated on ...
    Thumbnail

    A Multi-Modal Wireless Sensor System for River Monitoring: A Case for Kikuletwa River Floods in Tanzania 

    Mdegela, Lawrence; Bock, Yorick; Municio, Esteban; Luhanga, Edith; Leo, Judith; Mannens, Erik (MDPI, 2023-04-17)
    Reliable and accurate flood prediction in poorly gauged basins is challenging due to data scarcity, especially in developing countries where many rivers remain insufficiently monitored. This hinders the design and development ...
    Thumbnail

    An Internet of Things Based system for Road Surface Condition Assessment Using Machine Learning 

    Kaijage, Shubi; Leo, Judith; Abashe, Japheth; Riwa, Janeth; Ochiel, Michael (IEEE, 2023-09)
    , ,Road surface condition assessment is crucial for maintaining road safety and preserving road infrastructure. However, techniques for assessing road conditions employed in Tanzania are manual and labor-intensive, ...
    Thumbnail

    A Machine Learning Model for detecting Covid-19 Misinformation in Swahili Language 

    Mlawa, Filbert; Mkoba, Elizabeth; Mduma, Neema (Engineering, Technology & Applied Science Research, 2023-06-02)
    The recorded cases of corona virus (COVID-19) pandemic disease are millions and its mortality rate was maximized during the period from April 2020 to January 2022. Misinformation arose regarding this threat, which spread ...
    Thumbnail

    An Ensemble Predictive Model Based Prototype for Student Drop-out in Secondary Schools 

    Mduma, Neema; Kalegele, Khamisi; Machuve, Dina (Journal of Information Systems Engineering & Management, 2019-08-22)
    When a student is absent from school for a continuous number of days as defined by the relevant authority, that student is considered to have dropped out of school. In Tanzania, for instance, drop-out is when a student is ...
    Thumbnail

    Extreme Rainfall Event Classification Using Machine Learning for Kikuletwa River Floods 

    Mdegela, Lawrence; Municio, Esteban; Bock, Yorick; Luhanga, Edith; Leo, Judith; Mannens, Erik (MDPI, 2023-03-08)
    Advancements in machine learning techniques, availability of more data sets, and increased computing power have enabled a significant growth in a number of research areas. Predicting, detecting, and classifying complex ...
    Thumbnail

    The Effect of Hyperparameter Optimization on the Estimation of Performance Metrics in Network Traffic Prediction using the Gradient Boosting Machine Model 

    Mbelwa, Jimmy; Agbinya, Johnson; Mwita, Machoke; Sam, Anael (Engineering, Technology & Applied Science Research (ETASR), 2023-06)
    Information and Communication Technology (ICT) has changed the way we communicate and access information, resulting in the high generation of heterogeneous data. The amount of network traffic generated constantly increases ...

    Nelson Mandela-AIST copyright © 2021  DuraSpace
    Theme by 
    Atmire NV
     

     

    Browse

    All PublicationsCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CommunityBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    Discover

    AuthorLeo, Judith (3)Mduma, Neema (3)Bock, Yorick (2)Luhanga, Edith (2)Mannens, Erik (2)Mdegela, Lawrence (2)Municio, Esteban (2)Abashe, Japheth (1)Agbinya, Johnson (1)Kaijage, Shubi (1)... View MoreSubject
    machine learning (7)
    river floods (2)COVID-19 pandemic (1)data loggers (1)data synthesis (1)feature engineering experiment (1)flood detection (1)gradient boosting machine prediction (1)heavy rainfall (1)Internet of Things (1)... View MoreDate Issued2023 (6)2019 (1)Has File(s)Yes (7)

    Nelson Mandela-AIST copyright © 2021  DuraSpace
    Theme by 
    Atmire NV