s

BakiShule

Publications

Neema Mduma on ResearchGate

  • Dataset of Banana Leaves and Stem Images for Object Detection, Classification and Segmentation: A Case of Tanzania. Data in Brief, Vol 49 (2023). https://doi.org/10.1016/j.dib.2023.109322 (Co-authored with Judith Leo)

  • A Machine Learning Model for Detecting Covid-19 Misinformation in Swahili Language. Engineering, Technology & Applied Science Research, Vol 13 (2023). https://doi.org/10.48084/etasr.5636 (Co-authored with Filbert Mlawa and Elizabeth Mkoba)

  • A Deep Learning Model for Predicting Stock Prices in Tanzania. Engineering, Technology & Applied Science Research, Vol 13 (2023). https://doi.org/10.48084/etasr.5710 (Co-authored with Samuel Joseph and Devotha Nyambo)

  • Machine Learning Imagery Dataset for Maize Crop: A Case of Tanzania. Data in Brief, Vol 48 (2023). https://doi.org/10.1016/j.dib.2023.109108 (Co-authored with Hudson Laizer)

  • Data Balancing Techniques for Predicting Student Dropout Using Machine Learning. Data, Vol 8 No 49 (2023). https://doi.org/10.3390/data8030049

  • Characterisation of Malaria Diagnosis Data in High and Low Endemic Areas of Tanzania. East African Health Research Journal. Vol 6 No 2 (2022). https://doi.org/10.24248/eahrj.v6i2.696 (Co-authored with Martina Mariki and Elizabeth Mkoba)

  • Poultry Diseases Diagnostics Models Using Deep Learning. Frontiers in Artificial Intelligence. 5:733345. https://doi.org/10.3389/frai.2022.733345 (Co-authored with Dina Machuve, Ezinne Nwankwo and Jimmy Mbelwa)

  • Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach. Applied Artificial Intelligence, 2022, https://doi.org/10.1080/08839514.2022.2031826 (Co-authored with Martina Mariki and Elizabeth Mkoba)

  • IoT based Smart Fan Controller and Fire Prevention in Computer Laboratory. International Journal of Advanced Technology and Engineering Exploration (IJATEE), Volume 9 (94). http://dx.doi.org/10.19101/IJATEE.2021.875573 (Co-authored with Kevin Iriho and Dina Machuve)

  • Automatic Railway Road Crossing (RLC) Traffic Light System for Metric Gauge Railway Network in Tanzania. International Journal of Advances in Scientific Research and Engineering (IJASRE), Volume 7 (11). https://doi.org/10.31695/IJASRE.2021.34099 (Co-authored with Libere Nkunzimana, Gilbert Minja, Christina Mariki, Innocent Zirakwiye and Mussa Ally Dida)

  • A Battery Voltage Level Monitoring System for Telecommunication Towers. Engineering, Technology & Applied Science Research, Vol. 11, No. 6, 2021, 7875-7880. https://doi.org/10.48084/etasr.4550 (Co-authored with Rahab Uwamahoro and Dina Machuve)

  • Machine Learning Model for Predicting Student Dropout: A Case of Tanzania, Kenya and Uganda. 2021 IEEE AFRICON, 2021, pp. 1-6, https://ieeexplore.ieee.org/document/9570956. (Co-authored with Dina Machuve)

  • Document Digitization Technology and Its Application in Tanzania. In: Arai K. (eds) Intelligent Systems and Applications. IntelliSys 2021. Lecture Notes in Networks and Systems, vol 295. Springer, Cham. https://doi.org/10.1007/978-3-030-82196-8_53. (Co-authored with Mbonimpaye John, Beatus Mbunda, Victor Willa, Dina Machuve and Shubi Kaijage)

  • Web Based Attendance, Leave and Payroll System for Small Scale Industries: A Case of SOSOMA Industries Limited Rwanda. International Journal of Advances in Scientific Research and Engineering (IJASRE), ISSN:2454-8006, 7(7), 56-63. https://doi.org/10.31695/IJASRE.2021.34041. (Co-authored with Olivier Hungurimana and Dina Machuve)

  • IoT-based System for Automated Floodwater Detection and Early Warning in the East African Region; A Case Study of Arusha and Dar es Salaam, Tanzania. International Journal of Advanced Technology and Engineering Exploration, Vol 8(79). DOI: http://dx.doi.org/10.19101/IJATEE.2021.874099. (Co-authored with Ange Josiane Uwayisenga and Mussa Ally. Dida)

  • Development of the RFID Based Library Management and Anti-Theft System: A Case of East African Community (EAC) Region. International Journal of Advances in Scientific Research and Engineering, 7(5). DOI: https://doi.org/10.31695/IJASRE.2021.34016. (Co-authored with Deo Irankunda, Ramadhani Sinde and Mussa Ally. Dida)

  • Development of a Smart Ugali Cooker. International Journal of Advanced Technology and Engineering Exploration, 8(75). DOI: http://dx.doi.org/10.19101/IJATEE.2020.762148. (Co-authored with Samwel Katwale, Ngollo Daudi, Amrani Hassan, Musa Ally and Michael Kisangiri)

  • An Ensemble Predictive Model Based Prototype for Student Drop-out in Secondary Schools. Journal of Information Systems Engineering & Management, 4(3), em0094. DOI: https://doi.org/10.29333/jisem/5893. (Co-authored with Khamisi Kalegele and Dina Machuve)

  • Machine Learning Approach for Reducing Students Dropout Rates. International Journal of Advanced Computer Research. 2019; 9 (42): 156-169. DOI: http://dx.doi.org/10.19101/IJACR.2018.839045. (Co-authored with Khamisi Kalegele and Dina Machuve)

  • A Survey of Machine Learning Approaches and Techniques for Student Dropout Prediction. Data Science Journal, 8: 14, pp. 1–10. DOI: https://doi.org/10.5334/dsj-2019-014. (Co-authored with Khamisi Kalegele and Dina Machuve)

  • Enhancing Management of Nutrition Information Using Mobile Application: Prenatal and Postnatal Requirements - IST Africa conference proceedings, Paul Cunningham and Miriam Cunningham (Eds), IIMC International Information Management Corporation, 2017, ISBN: 978-1-905824-56-4. (Co-authored with Khamisi Kalegele).

  • An Integrated Mobile Application for Enhancing Management of Nutrition Information in Arusha Tanzania - IJCSIS Vol. 13 No. 7, July 2015 ISSN 1947-5500. (Co-authored with Khamisi Kalegele).

  • Evaluating the challenges of technology enhanced learning in universities in Tanzania - IST Africa conference proceedings, Paul Cunningham and Miriam Cunningham (Eds), IIMC International Information Management Corporation, 2013, ISBN: 978-1-905824-38-0. (Co-authored with Josephat Oroma).