About Oduntan Odunayo Esther, PhD
Chief Lecturer|NCE, BSc., MSc., MSc. (Machine Intelligence), PhD (Computer Science)
School
SCHOOL OF PURE AND APPLIED SCIENCES
Department
Computer Science
Programme
National Diploma & Higher National Diploma
Research Interest
Data Science, Artificial Intelligence and Machine Learning
Awards & Honours
2021 Fellow: Scholars Academic and Scientific Society (SAS Society)
SAS Fellow Membership (FSASS) with membership ID SAS/FSASS/244/2021
2023 Fellow: CMC Certification: Certified Management Consultant May, 2023
2023 Certified Management Specialist(CMS)
London Graduate School
CERTIFICATION
JAN 2024: Google Certification on Go Beyond the Numbers: Translate Data into Insight
DEC 2023: Google Certification ON Foundation OF Data Science .
DEC 2023: Google Certification on Get Started with Python
2020: Machine Learning with Python Certificate
2020: Intro to Data and Data Sciences
2020: Deep Learning with TensorFlow
2020: The Python Programmer Bootcamp
. 2019 Python for Data Science Certificate
- Certificate on E_Learning 2018
Common Wealth of Learning, West Africa
- Certificate of Achievement 2017
Flexible Skills Development—West Africa Cohort 4
- Cisco IT Essentials: PC Hardware and Software
Cisco Networking Academy Inc 2008
PROFESSIONAL MEMBERSHIP:
- Professional Member: Nigerian Women in Information Technology(PNIWIT) with membership number: 00099/2012P
- Member: Data Science Nigeria(DSN) with membership number: DSN/AIPlus/2019/0584
- Member: Computer Professionals Council of Nigeria(MCPN) with membership number: 002781/2010
- Member: Nigeria Computer Society (NCS) with membership number: 07240
- Member: Web of Science Researcher, ID: AAO-6515-2020.
- Panelist: “E-learning” The Future of Education in 2020.
- Member: Women in Technical Education(WITED)
- Member: Women in Machine Learning(WiML)
- Member: Black in Artificial Intelligence (BAI)
- Member: Genius in Africa NGO
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Teaching Areas
AI, Machine Learning and all Computer Science courses
Selected Publications
PUBLICATIONS:
A. BOOKS:
i. 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.)
ii. 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
iii. 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
iv. 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).
CHAPTERS CONTRIBUTION:
Chapter 8: Human Resource Management and Communication
Chapter 9: Feasibility Study
B. JOURNALS:
- 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.
- Wisdom, D. D., Vincent, O. R., Igulu, K. T., Arowolo, M. O., Hyacinth, E. A., Christian, A. U., Oduntan, O. E., Baba, G. A., (2023). Mitigating Cyber Threats in Healthcare Systems:The Role of Artificial Intelligence and Machine Learning, Artificial Intelligence and Blockchain Technology in Modern Telehealth Systems. Institute of Engineering and Technology (IET), UK.
- Franklin Ademola 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, December 2022 , pp. 85-95. doi:10.11648/j.ajeit.20220602.14
- Wisdom, D. D., Christian, A. U., Hyacinth, E. A., Esther, O. O., 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, A. O. 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.
- 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
- 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
- Wisdom, D. D., Igulu, K., Esther, O. O., Baba, G. A., Ahmad, A., & Sidi, 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, 1 (2), 27-36. DOI: 10.17492/computology. v1i2.2104.
- 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
- Ajisafe, D., Adegboro, O., Oduntan, E., & Arulogun, T. (2020). Towards End-to- End Training of Automatic Speech Recognition for Nigerian Pidgin. arXiv preprint arXiv:2010.11123.
- 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
- Oduntan, O.E., Ajisafe D., & Adegboro, O.G.(2020) Machine Learning for Crop Disease Detection, A case study of Cassava Crops Federal polytechnic ilaro-Journal of Pure and Applied Sciences(FEPI-JOPAS) 2(1), 16-20.
- 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)
- Olanloye, O., Oduntan, O. E and Olasunkanmi O. (2019) Using Predictive Machine Learning Regression Model Predict the Population of Nigeria; Annals Computer Science Series, 16(2):137 – 142.
- Oduntan, O.E and Adegboye, O. J.(2019) An intelligent Chatbot System: aid to communication process; Nigerian Communication Technology Journal vol.1(1)
- 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
- Olanloye, O., Oduntan, O. E and Olasunkanmi O. (2018) Using Predictive Machine Learning Regression Model Predict the Population of Nigeria; Annals Computer Science Series, 16(2):137 – 142.
- Oduntan, O. E. (2018) Learning Management System: A Tool for Effective Teaching Process, The International Journal of Science and Technolodge ISSN 2321 – 919, 24-30 www.theijst.com
- 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.
- 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, 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)
- 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. 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. (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.
- 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, Fagoyinbo, I.S., Ajibode, I.A., and Ogunyemi, J., (2011) Pedagogical Application of Information Technology to Teaching and Learning Process. The Journals of US-China Educational Review. David Publishing Company Chicago, IL USA.
- 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)
Conferences Attended
CONFERENCE PROCEEDINGS:
- Oduntan, O. E st. al.,(2023) A VGG 19 prediction model for classifiying 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
- 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
- Oduntan O.E and Domuguia J. M. (2022) Text Representation Enhancement using multi-modal attention mechanism for Text Visual Question Answering presented at DeepLearningIndaba 2022 in Tunisia.
- Oduntan, O. E Ajisafe, Daniel and Adegboro, O.G.(2022) Machine Learning for Crop Disease Detection presented at Applied Machine Learning Days(AMLD, Africa 2022) Nov. 4, 2022, Morocco.
- Oduntan, O. E., Banjo, A. B., Oloyede, E. O., & Ibrahim, Y. K. (2022). Technological Innovation: Solution For Sustaining Girls’education In Yewa South Local Government. eprints.federalpolyilaro.edu.ng Pg 291 -302
- 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 - 27th 2021.
- 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.
- Lawanson A. and Oduntan, O.E.(2020) Emerging Trend in Animal Productive Technology: A review, 2nd International Conference, The Federal Polytechnic, Ilaro, Ogun State.
- Oduntan O. E. and Ayodele E.(2020) Building a Digital Economy with Data as a Key Enabler. Presented at ASUP Zonal Conference, Yaba College of Technology, Lagos.
- Oduntan, O. E.(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)
- 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.
- 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.
- 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. August, 2018.
- 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
- 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)
- 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)
- 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 Aluko, T. S. (2017) Impact of Conference Lecturing on Tertiary Institutions in Nigeria presented at the 12th Unilag Annual Research Conference & Fairm, University of Lagos, Akoka, Yaba, Lagos. 15th to 17th August, 2017.
- 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.
- 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
- 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.
- 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.
- 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.
- 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.
- Oduntan O.E and Oduntan E.A. (2013). The Efficacy of E-Guidance In Achieving The National Transformation Agenda.3rd National Conference of the School of Applied Science Book of Reading. 282-286.
- Oduntan, O.E.(2011) Impact of Information Technology on Rural Development in a Depressed Economy, Nigeria Computer Society Conference Proceeding Vol. 22
- Oduntan, O.E., Ajagbe E.O. and Omoregbe, H. (2010) Managing Internet in an Academic Enviroment Presented at the 1st National Conference of the School of Engineering, Federal Polytechnic Ilaro. Ogun State
- 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