Area(s) of Specialization/Research Interests
Artificial Intelligence, Machine Learning, Data Science, Database Design and Implementation, Fuzzy Logic Modeling and Geographical Information Systems
Profile
Balogun Jeremiah is lecturer at the department of computer science and mathematics in the college of basic and applied mathematics. Mr. Jeremiah holds a BSc in Computer Science with Mathematics and MSc in Computer Science both from Obafemi Awolowo University, Ile-Ife, Nigeria. Mr. Jeremiah research areas includes: Artificial Intelligence (AI), Machine Learning, Data Science, Health Informatics, Geographical Information Systems, Database Design and Implementation, Natural Language Processing and Automata Theory. Mr. Jeremiah has published 5 contribution to book chapters, over 30 articles in both local and international journals and presented in conferences. Mr. Jeremiah enjoys reading and teaching.
Academic Credentials
B.Sc. (Computer Science with Mathematics) - Ife - 2013 M.Sc. (Computer Science) - Ife - 2016
Professional Association
NA
Publications
1 | P.A. Idowu, J.A. Balogun, I.O. Akinyemi and N.C. Egejuru (2019): A Classification Model for the CD4 Count of HIV Patients using Decision Trees Algorithms. Advanced Computational and Applied Engineering Research. Edited by Sandip, A. Kale Nova Publisher. Chapter 5. ISBN: 978-1-53614-844-2-Updated on: 16Aug22 | |
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2 | H.O.J. Akinade, J.A. Balogun and P.A. Idowu (2022): A Mathematical Model for the Adoption of Information and Communication Technology in School Libraries in Nigeria. Library, Philosophy and Practice: 1-23-Updated on: 24May22 | |
3 | F.A. Oladeji, J.A. Balogun, T. Aderounmu, T.O. Omodunbi and P.A. Idowu (2022): Prognostic Model for the Risk of Coronavirus Disease (COVID-19) using Fuzzy Logic Modeling. Journal of Information Technology Research 15(1): 1 – 14-Updated on: 24May22 | |
4 | F.A. Kasali, J.A. Balogun, O.D. Adekola and I.O. Akinyemi (2021): Design and Evaluation of a User Centered Course-Based Timetable Scheduling System. Mountain Top University Journal of Science and Technology (MUJAST) 1(1): 127 – 146-Updated on: 24May22 | |
5 | J.A. Balogun, F.A. Kasali, O.D. Adekola, P.A. Idowu and I.O. Akinyemi (2021): Classification Model for the Survival of Patients with Hepatitis C Disease using Decision Trees Algorithm. Mountain Top University Journal of Science and Technology (MUJAST) 1(1): 79 – 98.-Updated on: 24May22 | |
6 | F.A. Kasali, O. Adekola, I. Akinyemi, I. Ebo and J. Balogun (2020). A Model for Ranking the Usability Attributes of Mobile Health Applications in Nigeria (MCDM Approach). Covenant Journal of Informatics and Communication Technology (CJICT) 8(2): 1 – 27-Updated on: 24May22 | |
7 | F.A. Kasali, J.A. Balogun, I.O. Ebo and I.O. Akinyemi (2020): Ranking the Factors affecting ICT Usage among Youth-led Agribusiness (Analytic Hierarchy Process Approach). Mountain Top University Journal of Entrepreneurship and Sustainable Development 2(2), 14-30-Updated on: 24May22 | |
8 | F. Oladeji, J. Balogun, A. Oluwaranti, F. Ajayi and P. Idowu (2020). Development of a Classification Model for the Assessment of Maize Plant Yield in Nigeria. Journal of Scientific Research and Development (JSRD) 19(2): 332 – 340.-Updated on: 24May22 | |
9 | J.A. Balogun, F.A. Oladeji, O.B. Olajide, A.O. Asinobi, O.O. Olusanya and P.A. Idowu (2020). Fuzzy Logic-Based Predictive Model for the Risk of Sexually Transmitted Diseases (STD) in Nigeria. International Journal of Big Data and Analytics in Healthcare (IJBDAH) 5(2):1 – 10-Updated on: 24May22 | |
10 | T. Oyegoke, A. Amoo, J. Balogun, T. Alo and P. Idowu (2019): A Predictive Model for the Risk of Infertility in Men using Fuzzy Logic. International Journal of Computers 4: 27 – 37-Updated on: 24May22 | |
11 | P.A. Idowu, J.A. Balogun, O. Sarumi, N.C. Egejuru and R.C. Oladejo (2019): An Infusion Model for the Adoption of Social-Media in Nigerian Tertiary Institution. Computer Reviews Journal 3: 572 – 589-Updated on: 24May22 | |
12 | P.A. Idowu, N.C. Egejuru, J.A. Balogun and O.A. Sarumi (2019): Comparative Analysis of Prognostic Model for Risk Classification of Neonatal Jaundice using Machine Learning Algorithms. Computer Reviews Journal 3: 518 – 542-Updated on: 24May22 | |
13 | F.A. Oladeji, P.A. Idowu, N. Egejuru, S.G. Faluyi and J.A. Balogun (2019): Model for Predicting the Risk of Kidney Stones using Data Mining Techniques. International Journal of Computer Applications 182(38): 36 – 56-Updated on: 24May22 | |
14 | P.A. Idowu and J.A. Balogun (2019): Fuzzy Logic Based Predictive Model for the Risk of Type 2 Diabetes Mellitus. International Journal of E-Health and Medical Communications (IJEHMC) 10(3)-Updated on: 24May22 | |
15 | J.A. Balogun, N.C. Egejuru and P.A. Idowu (2018): Comparative Analysis of Predictive Models for the Likelihood of Infertility in Women using Supervised Machine Learning Techniques. Computer Reviews Journal 2: 313 – 330-Updated on: 24May22 | |
16 | J.A. Balogun, T. Aderounmu, N.C. Egejuru and P.A. Idowu (2018): An Ensemble Model of Machine Learning Algorithms for the Severity of Sickle Cell Disease (SCD) among Paediatrics. Computer Reviews Journal 2: 331 – 346-Updated on: 24May22 | |
17 | P.D. Mhambe, N.C. Egejuru, J.A. Balogun, O.S. Olusanya and P.A. Idowu (2018): A Predictive Model for the Risk of Mental Illness in Nigeria Using Data Mining. Science Research 6(1): 5 – 16-Updated on: 24May22 | |
18 | N.C. Egejuru, P.D. Mhambe, J.A. Balogun, F.O. Asahiah and P.A. Idowu (2017). Model for Prediction of Cataracts using Supervised Machine Learning Algorithms. Computing, Information Systems, Development Informatics & Allied Research Journal (CISDI) 8(3): 47-62-Updated on: 24May22 | |
19 | P.A. Idowu, J.A. Balogun, O. Komolafe and N.C. Egejuru (2017). Information and Communication Technology Infusion Model for Microfinance Bank in Nigeria. International Journal of Finance and Banking Research, 3(4): 57-69-Updated on: 24May22 | |
20 | P.A. Idowu, Balogun, J.A., Akinade, H.O.J. and Egejuru, C.D. (2017): Mathematical Model for Information Technology Infusion for Healthcare Sector in Nigeria. International Journal of Computer in Clinical Practice (IJCCP) 2(2): 1-19-Updated on: 24May22 | |
21 | N.C. Egejuru, P.D. Mhambe, J.A. Balogun, F. Komolafe and P.A. Idowu (2017): Osteoporosis Risk Predictive Model using Supervised Machine Learning Algorithms. Science Research 5(6): 78 – 87-Updated on: 24May22 | |
22 | P.A. Idowu, F.O. Asahiah, J.A. Balogun and O.S. Olusanya (2017): An Online Neonatal Intensive Care Unit Monitoring System for Hospitals in Nigeria. International Journal of Biomedical and Clinical Engineering, 6(1): 1 – 13-Updated on: 24May22 | |
23 | P.A. Idowu, T.A. Aladekomo, O.A. Agbelusi, O.B. Alaba and J.A. Balogun (2017): Survival Model of Pediatric HIV/AIDS Patients using C4.5 Decision Trees Algorithm. International Journal of Child Health and Human Development, 10(2): 143 – 155-Updated on: 24May22 | |
24 | P.A. Idowu, T.A. Aladekomo, O.A. Agbelusi, O.B. Alaba and J.A. Balogun (2017): Prediction of Pediatric HIV/AIDS Survival in Nigeria using Naïve Bayes’ Approach. International Journal of Child Health and Human Development, 10(2): 131 – 142-Updated on: 24May22 | |
25 | P.A. Idowu, M.O. Oyetunji, F.A. Oladeji and J.A. Balogun (2017): Web-Based Surveillance System for Periodontal Disease. Journal of Software Engineering, 5(2): 26 – 37-Updated on: 24May22 | |
26 | Egejuru, N.C., Mhambe, P.D., Balogun, J.A., Asahiah, F.O. & Idowu, P.A. (2017). Information Technology Infusion Model for Agricultural Sector in Nigeria. Journal of Digital Innovations & Contemporary Research in Science, Engineering & Technology, 8(3): 59-78-Updated on: 24May22 | |
27 | P.A. Idowu, M.O. Oyetunji, F.A. Oladeji and J.A. Balogun (2017): An ICT Infusion Model for Nigerian Transport Sector. Computing, Information Systems, Development Informatics and Allied Research Journal, 8(1): 103 – 120-Updated on: 24May22 | |
28 | F.A. Oladeji, P.A. Idowu and J.A. Balogun (2017): A Web-Based Spatial Distribution of Malaria in Nigeria. Computing, Information Systems, Development Informatics and Allied Research Journal, 8(1): 7 – 18-Updated on: 24May22 | |
29 | J.A. Balogun, P.A. Idowu and O.T. Babawale (2016): A Predictive Model for the Risk of Infertility in Women using Machine Learning Algorithms – A Comparative Analysis. Ife Journal of Information Communications Technology, 1(1): 24 – 33-Updated on: 24May22 | |
30 | P.A. Idowu, O.A. Sarumi and J.A. Balogun (2016): Development of a Web-Based Cardiovascular Disease Risk Monitoring System. Ife Journal of Information Communications Technology, 1(1): 4 – 16-Updated on: 24May22 | |
31 | P.A. Idowu, O.A. Sarumi, J.A. Balogun and O. Ogunlade (2015): Development of a Fuzzy Logic-Based Model for Monitoring Cardiovascular Risk. International Journal of Healthcare Information Systems and Informatics, 10(4); 36 – 53-Updated on: 24May22 | |
32 | P.A. Idowu, K.O. Williams, J.A. Balogun, A.I. Oluwaranti (2015): Breast Cancer Risk Prediction using Data Mining Classification Techniques. Transactions on Networks and Communications, 3(2); 1 – 11-Updated on: 24May22 | |
33 | P.A. Idowu, T.A. Aladekomo, K.O. Williams and J.A. Balogun (2015): Predictive Model for Likelihood of Survival of Sickle-Cell Anaemia (SCA) among Peadiatric Patients using Fuzzy Logic. Transactions on Networks and Communications, 3(1); 31 – 44-Updated on: 24May22 |