Ideas, evidence & application

Okewale, O.A. Oduntan, O.E. Onuike, C.B., Ojo, O.S. & Benedict, S.O. (2026). Comparative Evaluation of Multilayer Perceptron, Random Forest and Support Vector Machine for Sepsis Classification using Longitudinal Structured Clinic Data International Journal of Management and Data Analytics, 6(1), 283 – 296.DOI: https://zenodo.org/records/22102794

Hassan, J. B., Anastasia, O. N., Adewunmi, A. O., Oduntan, E. O., Adeosun, O., & Wisdom, D. D. (2026). Breast Cancer Survival Rate Prediction Using Machine Learning Algorithm. UMYU Scientifica, 5(1), 163-178. https://doi.org/10.56919/usci.2651.015 (University Journal)

Wisdom, D. D., Adewunmi, A. O., Hassan, J. B., Oduntan, E. O., Ajayi, T. D., & Adeosun, O. (2026). An Ensemble Machine Learning Scheme for Real- time Phishing URL Detection and Browser-Level Deployment. UMYU Scientifica, 5(1), 179-199. https://doi.org/10.56919/usci.2651.016 (University Journal)

Lateef Gbolahan Salaudeen, Babatola Omilodi, Michael Asanbe, Esther Oduntan, Emmanuel Abiodun, Daniel Dauda (2026) Homomorphic Encryption: A Tool for Data Privacy Protection in Addressing Cybercrime Challenges in Nigeria, International Journal of Intelligence and Sustainable Computing, DOI:10.1504/IJISC.2026.10076714 (International Journal)

Salaudeen, L.G, Omilodi, B. M., Oduntan, O.E.,Asanbe, M. O. Akinjisola, O.E, Olatunji, T. M and Abiodun, E(2025). A Machine- Learning Framework: Integrating MLP and SMOTE for Deceitful Payment Classifications, Iconic Research and Engineering JournalsIRE Journals Volume 9 Issue 6, pp 1916 – 1934. DOI: https://doi.org/10.64388/IREV9I6- 1713053

Amina Mardiyyah Rufai, Afolabi Abeeb, Esther Oduntan, Tayo Arulogun, Oluwabukola Adegboro, Daniel Ajisafe(2025). Towards End-to- End Training of Automatic Speech Recognition for Nigerian Pidgin. arXiv preprint arXiv:2010.11123.

Alaran, M.A. Orunsolu, A.A., Oduntan, O.E., Ma’ruf-Sogeyinbo, A. A., Akee, S.A. & Abubakre Q.(2025) Personalized AI-driven Teachers’ Comment Model for Nigerian Secondary School Students’ Result, Poster in 2025 WiML at NeuIPS Conference, Copenhagen, Denmark.

Freitas, A.A. and Oduntan, O. E. (2025) Detecting and Mitigating Gender Bias in Epidemiological Models: A Fairness-Aware Approach presented at Data Science Africa(DSA 2025) Workshop, University of Ibadan,Nigeria.(International Conference)

Gudu, E. B., Wisdom, D. D., Hyacinth, E. A., Christian, A. U., Hauni, A. G., Senchi, J. D., Garba, A. B., Igulu, K., & Oduntan, O. E. (2025). Transmission Dynamics of COVID-19 virus disease published in Artificial Intelligence in Biomedical and Modern Healthcare Informatics Book (pp. 551-566). Academic Press, Elsevier, ISBN: 978-0-443-21870-5 https://elsevier-books-eproof. (Chapter Contribution: Scopus Indexed)

Echeonwu, E. C., Onyesolu, M. O., & Oduntan, E. (2024). An Efficient Deep Learning Model for Fractional Vegetation Index Prediction. International Journal of Scientific Research and Engineering Development-– Volume 7 Issue 3, May-June 2024 ISSN : 2581-7175 Pg 220 - 228 Paper ID: IJSRED-V7I3P24

Oduntan, O. E., Joshua Bature Hassan, Wisdom, D. D., Ugwunna C. Okecheckwu, Samson Isaac and Catherine F. Falayi.(2024). Artificial intelligence & Blockchain Technology in Modern Telehealth Systems-A Systematic Review. Kasu Journal of Computer Science Vol. 1 Issue 3, pp 607 -625, https://doi.org//10.47514/kjcs/2024.1.3.0015 (University Journal)

Banjo, A. O, & Oduntan O. E. (2024). Analysis on the Role of Social Media Integration in Technology Adoption for Open & Distance Education in TVET Institutions. Ilaro Journal of Science and Technology (IJST), 2024. Published Online October 2024. Volume 4, 2024 Edition https://sciencetechjournal.federalpolyilaro.edu.ng

Oduntan, O. E, Akinode, J.L, Ramon, R. Adegoke, F.O & Adedokun A.(2024) Optimizing Timetable Generation, Hall Distribution and Seat Arrangement using improved Constraint Satisfaction Techniques Research Journal of Educational Studies and Review Vol. 9(1)

Oduntan, O. E., Ramon Rasheed and Oduntan J. I.(2024) A Comparative Analysis of Machine Learning Algorithms for Predicting the effect of Music Genre Preferences on the Mental Health of African Youths, presented at Deep Learning Indaba Workshop in Senegal, 2024 (International Conference)

Wisdom, D. D., Vincent, O. R., Igulu, K. T., Hyacinth, E. A., Christian, A. U., Oduntan, O. E., & Hauni, A. G. (2024). Industrial IoT security infrastructures and threats. In S. K. Singh & T. R. G. V. Kumar (Eds.), Communication Technologies and Security Challenges in IoT: Present and Future (pp. 369-402). Springer. ISBN : 978-981-97-0051-6 (Chapter Contribution: Scopus Indexed)

Ojo A. I. and Oduntan, O. E.(2024). Introductory Programming Language using C 1st Edition. Raytel Communications Ltd Publisher. ISBN: 978-8096-16-6 Revised Edition.

Odeniyi, L. A., Oduntan, E. O., Balogun, M. O., Ogunrinde, M. A., & Omoniyi, V. (2023). Optimizing Support Vector Machine with Polynomial Kernel for Credit Card Fraud Detection. FUOYE Journal of Pure and Applied Sciences (FJPAS), 8(3), 161-170. (University Journal)

Oduntan, O. E et. al.,(2023) A VGG 19 Prediction model for Classifying a novel African fashion dataset( a case study of Nigerian ethnic groups) at a 5-day workshop on artificial intelligence tagged deep learning indaba conference 2023 held at University of Ghana, legon. September, 2023 (International Conference)

Wisdom, D. D., Christian, A. U., Hyacinth, E. A., Oduntan, O. E., Igulu, K., & Garba, A. B.(2022). IoT Devices Battery Life Energy Management Scheme. COMPUTOLOGY: Journal of Applied Computer Science and Intelligent Technologies, 2(2), 1-13. https://doi.org/10.17492/computology.v2i2.2201

Wisdom, D. D., Vincent, O. R., Oduntan, O. E., Igulu, K. & Garba, A. B., (2022). Enhanced Cybersecurity Framework for 5G-Integrated Oil and Gas Industry. COMPUTOLOGY: Journal of Applied Computer Science and Intelligent Technologies, 2(1), 8-22

Franklin A. Ajibodu, Zacchaeus Adesakin Adetona, Odunayo Esther Oduntan(2022). An Intranet-Based E-learning System for Curriculum Delivery in Rural Settings, American Journal of Education and Information Technology. Volume 6, Issue 2,pp. 85- 95. doi: 10.11648/j.ajeit.20220602.14

Oduntan O.E and Domuguia J. M. (2022) Text Representation Enhancement using multimodal attention mechanism for Text Visual Question Answering presented at DeepLearningIndaba 2022 in Tunisia. (International Conference)

Oduntan, O.E. (2022) Building African Language Dataset for Machine Learning Translation: The Way Forward presented at Pan-African Scientific Research Council Conference, 11-15th December, 2022, Abuja, Nigeria (International Conference)

Odun-Ayo. Isaac, Esther O. Oduntan, and Abayomi O. Agbeyangi, Latifat A. Odeniyi(2022) Analysis of Operating System Vulnerability: A Case Study of Android and Windows OS presented at International Conference of Nigerian Computer Society, August, 2022. (International Conference)

Oduntan, O. E, Banjo A., Oloyede, E. O, Ibrahim Y.K.(2022) Prsopects of Distance Learning in Polytechnic Education in Nigeria Contributed to Chapter Four of the Book: Polytechnic Education in Nigeria: Problems and Prospects. ISBN: 978-978-991-954-3 pp 61 - 74

Oduntan, O. E. and Abimbola, O. V.(2021) Effect of Cohabilitation Status of Parents on Child’s Academic Performance: A Machine Learning Approach IOSR Journal of Research & Method in Education (IOSR-JRME), www.iosrjournals.orge-ISSN: 2320– 7388, p- ISSN: 2320-737x Volume 11(3), 52-59, DOI: 10.9790/7388-1103045259

Wisdom, D. D., Igulu, K. T., Oduntan, O. E., Baba, G. A.,(2021). A Review of Best Practices and Methods of Mitigating Cybersecurity Risks in Healthcare Systems and a Newly Proposed Algorithm, COMPUTOLOGY: Journal of Applied Computer Science and Intelligent Technologies Vol. 1, Issue 2 pp 28 – 37

Oduntan, O. E and Jinadu, O. T.(2021) A Review of Reinforcement Learning Approach for cognition on pooled-spectrum used by reconfigurable system, IEEE-SEM, Vol. 9(4), ISSN 2320-9151, 88, EOI-9410.11230/IEEESEM.2021.04.22758

Oduntan O. E., and Olaiya O. (2021). A Mutually Exclusive Block-Chain Technology Cluster Approach to Electronic Voting as a Measure to Cob Covid-19 Pandemic Transmission in Developing Nations. International Journal of Computer Trends and Technology, 69(4), 18-22. Crossref,:https://doi.org/10.14445/22312803/ IJCTT- V69I4P105

Adetona, Z. A., Ogunyemi, J.& Oduntan, O.E.(2021) Investigating E-Learning Utilisation during COVID-19 Pandemic Lockdown in Southwestern Nigeria, International Journal of Scientific & Engineering Research Vol. 12(5), 893-900, ISSN 2229-5518

Adeyanju, I.A. Oduntan, O.E, Badmus, T. A. & Adebayo, M.(2021) Prediction of Students’ Success in Secondary Education using Selected Machine Learning Techniques LAUTECH Journal of Computing and Informatics (LAUJCI) ISSN: 2714-4194, 2(2) www.laujci.lautech.edu.ng (University Journal)

Ojo A.I and Oduntan O.E. (2021) Towards Analysing Face Recognition System: Algorithm, Databases and Area of Application Book of Proceeding, SPAS https://fepi-jopas.federalpolyilaro.edu.ng/index.php/journal/conference-papers 351- 370 (National Conference)

Oduntan O.E. and Ayodele E.(2021) Machine Intelligence: Afulcrum to Technopreneurship: Book of Proceeding, SPAS https://fepi-jopas.federalpolyilaro.edu.ng/index.php/journal/conference-papers 371 -382 (National Conference)

Oduntan O.E. and Oderinde A.A.(2021) Ensuring Data Security in a Digital Economy using Steganography Techniques 12th School of Management Studies Conference (National Conference)

Oduntan O.E. and Olaiya O.(2021) A Web-Crawler Based Architecture for e-Course Content Development presented at RTU(ATU) TEQIP-III Sponsored (Online) 2nd International Conference on Recent Developments in Engineering and Technology (ICRDET-2021) on February 26th -7th 2021. (International Conference)

Ojo A. I. and Oduntan, O. E.(2021). Introductory Programming Language using C 1st Edition. Raytel Communications Ltd Publisher. ISBN: 978-8096-16-6

Olaiya O.O., Oduntan, O. E., Frederick, O.E.(2020) A Short Overview of Pipeline Monitoring Technologies for Vandalism Prevention with Proposed Framework for a GSM Based System; Harvard Research and Publications International Journal of Engineering & Research Technology Vol. 13(5) ISSN: 0428-3123

Degboro O.D. and Oduntan, O.E(2020) An Assessment of the Effect of Prior Knowledge in Reading, Communication and Computer Literacy Skills on Computer Based Test. International Journal of Education, Learning and Development, ECRTD- UK, 8(9) 13 – 24. ISSN: 2054- 6300

Olanloye, O., Olasunkanmi, O., & Oduntan, O. E. (2020). Comparison of Support Vector Machine Models in the Classification of Susceptibility to Schistosomiasis. Balkan Journal of Electrical and Computer Engineering, 8(3), 266-271. https://doi.org/10.17694/bajece.651784

Adeyanju, I.A.,Oduntan, O.E & Ojeyinka, I O.(2020) Predicting Ground water Potentials using Case Base Reasoning. Lautech Journal of Computing and Infromatics (LAUJCI) ISSN: 2714-4194, 1(1) (University Journal)

Ogunyemi, J.O, Oduntan, O.E. & Adetona Z. A.(2020) Enhancing Technological Development through Dynamic Innovative and Creative Academic Curricula 2nd International Conference, The Federal Polytechnic, Ilaro, Ogun State. (International Conference)

Lawanson A. and Oduntan, O.E.(2020) Emerging Trend in Animal Productive Technology: A review, 2nd International Conference, The Federal Polytechnic, Ilaro, Ogun State. (International Conference)

Oduntan O. E. and Ayodele E.(2020) Building a Digital Economy with Data as a Key Enabler. Presented at ASUP Zonal Conference Proceeding pp 296-303. (National Conference)

Oduntan, O.E and Adegboye, O. J.(2019) An intelligent Chatbot System: aid to communication process; Nigerian Communication Technology Journal vol.1(1) (Professional Body Journal)

Oduntan, O. E. and Ebision, A. (2019) Analysis of Factors responsible for gender difference in programming: A tool for Sustainable Development. Women in Technical Education and Development Book of Proceedings, 1(1) pp 9-16

Oduntan, O. E. and Adegboye O.J. (2019) An Android Mobile Learning Application presented at 4th National Conference of School of Pure and Applied Science, The Federal Polytechnic, Ilaro December, 2019. (National Conference)

Oduntan, O. E. and Akingbade L. O.(2019) The Basic Concepts of Computer Architecture and Operating System for Undergraduates O.A. Loyal Publisher Abeokuta, ISBN: 978-978-52480-5-0

Olanloye .D.O., Oduntan, O.E. & Olasunkanmi.R.O.(2018)Using Predictive Machine Learning Prediction Model to Predict the Population of Nigeria. Annals. Computer Science Series Volume 16 Issue 2 .pp 137-142. Tibiscus University ,International / University Journal

Oduntan, O. E. and Buoye, P. A. (2018) Performance Analysis of K-Nearest Neighbour Classifier and Cosine Similarity Measure in Generating Weighted Scores for an Automated Essay Grading System. International Journal of Scientific Engineering and Research 6(11): 57-62, ISSN: 2347-3878

Oduntan, O. E., Adeyanju, I.A., Falohun, A.S. and Obe, O.O.(2018) A Comparative Analysis of Euclidean Distance and Cosine Similarity Measure for Automated Essay- Type Grading System Journal of Engineering and Applied Science 13(11) 4198-4198- 4204 ISSN: 1816-949X c Medwell Journals.(Scopus Index)

Oduntan, O. E. (2018) Learning Management System: A Tool for Effective Teaching Process, The International Journal of Science and Technolodge 6(9), 24-30, ISSN 2321 – 919, www.theijst.com

Olanloye, O and Oduntan O. E.(2018) Machine Learning Predictive Modeling of the Price of Cassava Derivative (Garri) in The South West of Nigeria International Journal of Applied Computer Science, Poland 14(1):53–63 doi:10.23743/acs-2018-05

Oduntan, O.E and Ojuawo, O.O. (2018) Development of An Electronic Examination System Using A Client Server Model International Journal of Computer Applications (IJCA) Foundation of Computer Science (FCS) Publisher U.S.A (0975 – 8887) 180(24)

Oduntan O. E. and Hammed M. (2018) A Predictive Model for improving Cereal Crop Productivity using Supervised Machine Learning Algorithm. 40th CAPA International Conference, held at Abuja August, 2018. (International)

Oduntan, O. E. and Buoye A(2018) Blended Learning Approach to Enhancing Practical Computer Skill Acquisition for a Sustainable Development 13th Unilag Annual Research Conference and Fair, University of Lagos. (International Conference)

Oduntan, O. E. and Adegboye, J.O(2018) A Survey of Undergraduates of Computer Science Performance in Programming and Non-Programming Courses iEsteem Conference at Yaba College of Technology, Yaba, Lagos. (National Conference)

Oduntan, O. E.(2018) Application of Predictive Modeling as a Technological Tool for Global Competitivenes presented at the Ist International Conference of the Federal Polytechnic Ilaro, Ogun State Nigeria. Held from 5th - 8th November, 2018.

Oduntan, O. E., Aluko, T.S. and Ebison, A. F. (2018) Practical Approach to Computer Packages I: O. A. Loyal Publisher Abeokuta, ISBN: 978-978-52480-4-3 (Contributed Seven (7) Chapters.)

Ebisin, A.F, Oduntan, O.E and Aluko, T. S.(2017) Performance Analysis of E-Learning on Students’ Attitudes and Achievements: An Experimental Approach; A Case Study of Ajara Comprehensive-School and AraromiIlogbo Junior Secondary School Oko-afo, Badagry, Lagos. Nigeria, International Journal of Education and Research 5(7):323- 333

Oduntan, O.E and Adeyanju, I. A.(2017) A Comparative Study Of Modified Principal Component Analysis And Generalized Latent Semantic Analysis Approach To Automated Marking Of Theoretical-Based Exams published in IOSR Journal of Mobile Computing & Application (IOSR-JMCA) e-ISSN: 2394-0050, P-ISSN: 2394-0042. Volume 4(2):31-41 http://www.iosrjournals.org/iosr-jmca/pages/vol4-iss2.html

Oduntan, O.E. and Buoye, I.P. (2017) Software Development as an Antidote to Salvaging Economic Recession in Nigeria published in the Book of Reading of School of Pure and Applied Science -Communication Information Technology (SPASCIT) (National Conference)

Oduntan, O. E. (2017) Automated Essay Grading: A Tool for Improving the Examination System of an Economy in Recession published in the Book of Reading of School of Pure and Applied Science -Communication Information Technology (SPASCIT) (National Conference)

Oduntan, O.E. and Aluko, T. S. (2017) Analysis of the Effect of Social Network on Students Academic Performance among the Undergraduates in Nigeria. A Case Study of The Federal Polytechnic, Ilaro, Ogun State published in the Book of Proceedings of School of Science National Conference 2(1) 148 – 156.

Oduntan, O.E. and Adegboye, J. O. (2017) Enhancing Communication Technology through an Intelligent Chatbot System presented at the National Media Communication & Information Technology Conference for Tertiary Intuitions Sponsored by NITDA. (National Conference)

Oduntan, O.E. and Aluko, T. S. (2017) Impact of Conference Lecturing in Tertiary Institutions in Nigeria. A Case Study of th Federal Polytechnic, Ilaro, Ogun State.Presented at the 12th Unilag Annual Research Conference & Fair held from 15th - 17th August, 2017

Oduntan, O. E., et. al., (2016) A Modified Principal Component Analysis Approach to Automated Essay-Type Grading System, Book of Proceedings of Future Technology Conference 2016, ISBN: 978-1-5090-4171-8/16/$31.00,IEEE (International Conference)

Oduntan, O.E. et al., (2015). Evaluation of N-Gram Text Representations for Automated Essay-Type Grading Systems. International Journal of Applied Information Systems (IJAIS), ISSN: 2249-0868, Foundation of Computer Science (FCS), New York USA. 9(2):25-31.

Oduntan, O.E., Ojuawo, O.O and Oduntan, E.A (2015). A Comparative Analysis of Student Performance in Paper Pencil Test (PPT) and Computer Based Test (CBT) Examination System.Research Journal of Educational Study and Review 1(1). 24- 29.ISSN: 2449-1837.

Oduntan O.E. et al.(2015). Harnessing the Significance of ICT for Research and National Development.3rd National Conference Book of Reading of the School of Applied Science 266-272. (National Conference)

Oduntan, O.E et al.(2015). Enhancing Good Governance and Economic Development through the Application of Digital Media Technology.3rdNational Conference Book of Readingof the School of Applied Science 273 – 283.(National Conference)

Oduntan, O.E and Oduntan E. A.(2015) The Efficiacy of E-Guidiance in Achieveing the National Transformation Agenda, published in Book of Reading of School of Pure and Applied Science, pp282 -286 (National)

Oduntan, O.E. (2014). Securing Web Application from Structured Query Language Injection Attacks: A Four-Tier Approach.International Journal of Emerging Technology and Advanced Engineering (ISSN 2250-2459, ISO 9001:2008 Certified Journal) 4 (10)660 – 668.

Oduntan, O.E and Aluko, T.S.(2014). Introduction to Data Structures and Algorithm O.A. Loyal Publisher Abeokuta, ISBN: 978-978-52480-1-2

Oduntan O.E (2013). Enhancing Service Delivering Through the Development of Artificial Intelligent Brain. 10th International Conference of Nigeria Computer Society (NCS) Conference ProceedingsISSN: 2141-9663. 84-88. (International Conference)

Oduntan O.E and Aluko T.S. (2013). Electronic Mobile Voting System: The Perception of The Federal Polytechnic Ilaro Workforce. 2nd National Conference of the School of Applied Science Book of Reading. 249-257. (National Conference)

Oduntan, O.E, Aluko T.S. and Oloruntoba S.A. (2013). The Fundamentals Of Operating System Volume 1: O.A. Loyal Publisher Abeokuta, ISBN: 978-978-52480-7-4

Owodolu, Oduntan, O. E. et al., (2013).Basic Principles and Useful Information for Becoming a Successful Entrepreneur 2nd Edition 2013.WISO Publishers Oke-Ola Ilaro. ISBN: 978-978-916-410-1 (Co-Authored).

Fagoyinbo, I.S., Ajibode, I.A. and Oduntan, O.E. (2012). Mathemeatics as a Tool for Evaluating Academic Performance among undergraduates: A case study of Maths/Statistics and Computer Science. International Journal of Mathematics and Computational Analysis Blackwell Educational Books. 4(1):76-82.

Oduntan, O.E and Olaosun F. M.(2012) Host Range of Aspergillus SP with Leaf Spot Disease of Entandrophragma Angolense and Effect of Temperature on its Pathogenecity Published in Book of Proceedings of Women in Technical Education(WITED) (National)

Oduntan, O.E. and Aluko T.S. (2011). Quality of Technical and Vocational Education Training and its effect in achieving Nigeria’s Vision 20:2020. Journal of Academic Research International (ARInt). 2(1)

Fagoyinbo, I.S., Ajibode, I.A.,Oduntan, O.E, (2011) Mathematics as a tool for Evaluating Academic Performance among Undergradutes: A Case study of the Department of Statistics and Computer Science, Proceedings of the Fourth International Conference on Research and Development Volume 4 Issue 5 May 31 – June 3, University of Lome, Lome, republic of Togo (International)

Oduntan, O.E.(2011) Impact of Information Technology on Rural Development in a Depressed Economy, Nigeria Computer Society Conference Proceeding Vol. 22, ISSN: 2141-9663 (International)

Oduntan, O.E, Fagoyinbo, I.S., Ajibode, I.A., and Ogunyemi, J., (2011) Pedagogical Application of Information Technology to Teaching and Learning Process, Proceedings of the International Conference Teaching, Learning and Change 2011 5th – 8th September, 2011 at Omoku-Nigeria. Pp 268 – 280 (International)

Oduntan, O.E, Aluko, T. S., Ajagbe, E. O. Oduntan, E. A. (2011) Quality of Technical and Vocational Education Training and its Effect in Achieving Nigeria’s Vision 20:202020 Book of Reading of the 4th National Conference of Academic Staff Union of Polytechnics. Pp 50 – 56 (National)

Oduntan, O.E., Ajagbe E.O. and Omoregbe, H. (2010) Managing Internet in an Academic Environment Presented at the 1st National Conference of the School of Engineering, Federal Polytechnic Ilaro. Ogun State (National Conference)

Ajagbe, E. O, Ogunyinka, O.I, Bankole, O.O., Oduntan, O.E.(2010) Digital Surveillance: Impact on Student Behaviour and Campus Security for Smooth Curriculum Delivery. Published in the Book of Reading of School of Engineering. The Federal Polytechnic, Ilaro Nov. 2010. (National Conference)

Oduntan, O.E. and Aluko, T.S.(2009). Effect of Geographical Information System (GIS) on Enviromental Resources Management Presented at the 1st National Conference of the School of Engineering, Federal Polytechnic Ilaro. Ogun State.

Oduntan, O.E. (2009). The Impact of Information and Communication Technology in Career Development, Gateway Institute of Technology Igbesa, Ogun State. (Orientation)