Prof Segun Aina's Publications

New Publications

  1. Coli, O. G., Aina, S., Okegbile, S. D., Lawal, A. R., and Oluwaranti, A. I. (2022). Distributed Denial of Service Attacks Detection in Internet of Things using Deep Gaussian-Bernoulli Restricted Boltzmann Machine. Journal of Modern Applied Science (MAS), 16(2), 12–22.

  2. Aina, S., Adewuyi, S. A., Amuchi, C. D., and Oluwaranti, A. I. (2021). Unsupervised Deep Architecture for Forecast of a Tropical Electricity Load. European – American Journals (EAJ).

  3. Adeniji, M. O., Aina, S., Lawal, A. R., and Oluwaranti, A. I. (2022). Development of a Convolutional Neural Network – based Ethnicity Classification Model from Facial Images. Journal of Modern Applied Science (MAS).

Theses Publications

  1. Aina, S. (2008).  Automatic Speech Segmentation, B.Eng. Project, Department of Electronics, University of Kent, UK.
  2. Aina, S. (2009). A Comparative Study of e-commerce Security between Developing IT Societies and Developed IT Societies; using Nigeria and the United Kingdom as Case Studies, M.Sc. Dissertation, Department of Computer Science, Loughborough University, UK.
  3. Aina, S. (2015). Loughborough University Spontaneous Expression Database and Baseline Results for Automatic Emotion Recognition, PhD Thesis, Electrical and Electronics Engineering Department, Loughborough University, UK.

Published Journal Articles

  1. Okegbile, S. D., Aina, S. and Ogunleye G.K. (2017). An Improved and Cost-Effective Radio Frequency based Object Detection System. International Journal of Computer Applications 174(5):33-39.
  2. Lawal, A., Aina, S., Okegbile, S., Oluwaranti, A., Ayeni, S., Omole, D. (2017). Palm Vein Recognition System Based on Derived Pattern and Feature Vectors. International Journal of Digital Literacy and Digital Competence. 8(2).
  3. Okegbile S., Oluwaranti A. and Aina S. (2018). On evaluating the efficacy of Predictive Models for Cognitive Radio Spectrum availability in Nigeria. Wireless Engineering and Technology, 9, 49-65.
  4. Okegbile, S.D., Makanjuola, P., Aina, S. and Oluwaranti, A. (2018). An Architectural Framework for Facebook Messenger Chatbot Enabled Home Appliance Control System. International Journal of Ambient Computing and Intelligence IJACI, 10(2).
  5. Aina, S., Okegbile, S.D, Oluwaranti, A., Okoro, B.O., and Obasanya, T. (2017). Toward a more robust Home Automated System: Introducing voice activation technique via PubNub. International Journal of Information Technology and Web Engineering, IJITWE, 14(3).
  6. Gambo, I.P., Aina, S., Agbonkhese, C., Gambo, O.O., and Ojo, B. J. (2018). Software Analysis and Design of a Vocational Career System: Developmental Perspective. Ife Journal of Information and Communication Technology, IJICT, 3(6).
  7. Okegbile, S.D., Aina, S., Akinmodun, S. Oluwaranti, A. I., and Lawal, A. (2019). A Multimodal Approach to Enhancing Automobile Security. International Journal of Computer Vision and Image Processing, IJCVIP, 9(2).
  8. Aina, S., Sulayman, R. A., Okegbile, S. D., Lawal, A. R., and Oluwaranti, A. I. (2019). A Framework for a Blood Seeker – Donor Matching System. Computer Reviews Journal, 4, 58-68.
  9. Adewuyi, S. A., Aina, S., Uzunuigbe, M., Lawal, A. R., and Oluwaranti, A. I. (2019). An Overview of Deep Learning Techniques for Short-term Electricity Load Forecasting. Journal of Applied Computer Science, 15(4), 75 – 92.
  10. Jimoh, K.O., Odejobi, O.A., Folaranmi, S.A., and Aina, S. (2020). Handmade Embroidery Pattern Recognition: A New Validated Database. Malaysian Journal of Computing, MJoC, 5(1), 390 – 402.
  11. Adewuyi, S. A., Aina, S., and Oluwaranti, A. I. (2020). A Deep Learning Model for Electricity Demand Forecasting Based on Tropical Data. Journal of Applied Computer Science, 16(1), 5 – 17.
  12. Udefi, A. M., Aina, S., Okegbile, S. D., Lawal, A. R., and Oluwaranti, A. I.
    (2021). Recognition of West African Indigenous Fruits using a Convolutional Neural Network Model. International Journal of Computer (IJC), 41(1), 10 – 24.

Refereed Conference Proceedings

  1. Aina, S., Rahulamathavan, Y, Phan, R. C.-W. and Chambers, J. A., “Spontaneous Expression Classification in the Encrypted Domain,” Institute of Mathematics and its Applications IMA 2012, Birmingham, UK arXiv preprint arXiv:1403.3602, 2012.
  2. Aina, S., Phan, R. C.-W. and Chambers, J. A., “Robust Spontaneous Facial Expression Recognition using Sparse Representation,” in IET Intelligent Signal Processing Conference (ISP) Proceedings, 2013, Pages 7.10–7.14
  3. Aina, S., Zhou, M., Chambers, J. A., and Phan, R. C.-W., “A New Spontaneous Expression Database and a Study of Classification-based Expression Analysis Methods,” Proceedings of 22nd European Signal Processing Conference, Pages 2505–2509, 2014.
  4. Lawal, A.R., Aina, S., Ayeni, S., Okegbile, S.D., Oluwaranti A.I. (2018). “Systems Theory Approach to Engineering Education: A Review of Feedback Structures,” Proceedings of 12th International Multi-Conference on ICT Applications – Application of Information Communication and Technologies in Teaching, Research and Administration Conference, 2018, Pages 243 – 250.

Manuscripts submitted for publication

  1. Coli, O. G., Aina, S., Okegbile, S. D., Lawal, A. R., and Oluwaranti, A. I. (2021). Distributed Denial of Service Attacks Detection in Internet of Things using Deep Gaussian-Bernoulli Restricted Boltzmann Machine. (Submitted to Journal of Wireless Personal Communications for Publications).
  2. Aina, S., Asamu, D. O., Okegbile, S. D., Lawal, A. R., and Oluwaranti, A. I. (2021). Development of an Ethnic Classification Model Based on Traditional Attires. (Submitted to Computer Science Journal for Publication).
  3. Aina, S., Adewuyi, S. A., Amuchi, C. D., and Oluwaranti, A. I. (2021). An Unsupervised Deep Architecture for Forecast of a Tropical Electricity Load. (Submitted to Journal of Computer Science and Information Systems).
  4. Olukiran, O., Omidiora, E., Olabiyisi, S., Aro, T., and Aina, S. (2021). Chronic Kidney Disease Predictive Model using ACO-KNN Algorithm. (Submitted to International Journal of Computational Science and Engineering).