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Dr.

ABAYOMI-ALLI Adebayo 

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Short Profile

Abayomi-Alli, Adebayo holds a B.Tech Degree in Computer Engineering from Ladoke Akintola University of Technology, Ogbomoso, Nigeria, M.Sc. and Ph.D Degree in Computer Science from the University of Ibadan, Ibadan, Nigeria and Ladoke Akintola University of Technology, Ogbomoso, Nigeria, respectively..

He is a Certified Information Technology Practitioner (C.itp) by the Computer Professional Registration Council of Nigeria (CPN) and a Chartered Engineer by the Council for the Regulation of Engineering in Nigeria (COREN).

He has published extensively in his research areas both in local and international journals including contributing two book chapters in the book “Disruptive Technologies, Innovation and Global Redesign” by IGI Global Publishers, Hershey, USA in 2012.

Dr. Abayomi-Alli has attended several conferences, trainings and workshops both locally and internationally. He is presently a Lecturer in the Department of Computer Science at Federal University of Agriculture (FUNAAB), Abeokuta, Nigeria.. His research interest includes Pattern recognition, Machine learning and Microprocessor based system.

a) Ph.D. (Computer Science) 2015
b) M.Sc. (Computer Science) 2009
c) B.Tech (Computer Engineering) 2005

(i) Research Completed but not yet Published
a) Development of deep learning models for early detection of foetal anomaly.

(ii) Research in Progress
a) Development of robust image database for automatic detection and classification of cassava
leaf diseases.
b) Comparative analysis of Traditional machine learning algorithms and deep convolution neural
network for ovarian cyst detection.

a) Travels grant award, by SAP SE, Germany to attend the 6th Heidelberg Laureate Forum (HLF) at Heidelberg, Germany. September, 2018.
b) Young Researcher, 6th Heidelberg Laureate Forum (HLF), organized by the Heidelberg Laureate Forum Foundation (HLFF), Heidelberg, Germany on the 22nd-28th September 2018.
c) Co-Investigator, a mobile intelligent Animal Tracking and Management system based on GPS/GSM (MINTRACK), 2015-2016 merged TETFund Research Grant, by Tertiary Education Trust Fund (TETFund), Award Sum: N 1,486,170 July, 2018 – June, 2019
d) Co-Investigator, Design, Deployment and Adoption of an Intelligent Animal Monitoring and Tracking System for Pasture and Range Management. Reference Number: AN2019_03 by the German Scholars Organization, Berlin, Germany. Award Sum: €6800. July, 2019 – June, 2020.
e) Best paper award, 3rd International Conference on Information and Communication Technology and Applications (ICTA 2020) Proceedings, Federal University of Technology, Minna, Nigeria. 23rd-27th November, 2020.
f) Co-Investigator, A Microservice-Based Social-Media Centric Instant Messaging Mobile Application (SCIMMA) for Library Services Delivery, 2017-2018 merged Tetfund Research Grant, by Tertiary Education Trust Fund (TETFund), Award Sum: N 1,486,170 July, 2021 – June, 2022.
g) Co-Investigator, Pushing for Modern Disruptive Innovation in Aquaculture Monitoring and Controlling Systems Using IoT and Cloud analysis, 2020 TETFund National Research Fund (NRF), by Tertiary Education Trust Fund (TETFund), Award Sum: N 34,899,900 October, 2021 – September, 2023

Membership of Learned Professional Societies

i. Member, Nigeria Computer Society (NCS), Membership No.: 09594

ii. Member, International Association of Engineers (IAENG), Hong Kong, July, 2014, Membership No.: 143607

iii. Registered Computer Engineer, Council for the Regulation of Engineering in Nigeria (COREN),   September, 2011.  Registration No.: R20,880

iv. Member, Computer Professional Registration Council of Nigeria (CPN), Membership No.: 002456/2008

 

 

 

  • i. Scholarship Award, Academic Staff Training and Development (ASTD) award, TETFUND, Federal Government of Nigeria. 2012/2013 Session.

    ii. Visiting Research Scholar, Sound System and Structures Laboratory, University of Pittsburgh, Pennsylvania, USA. May, 2014–April, 2015.

    iii. Best Students’ Coach, 7th annual IT Development Programme, by Nigeria Computer Society, Ogun State Chapter at the Federal Polytechnic, Ilaro (1st Position in Software Development and Overall Best Institution). 12th-13th of November, 2015.

    iv. Best Paper Award (Plenary Session), 1st International Conference on Applied Information Technology (AIT 2015), Federal University of Agriculture, Abeokuta, Nigeria. 7th-9th October, 2015.

    v. Recognition of Service, Zonal Coordinator (2006/2007), Nigerian Christian Corpers’ Fellowship (NCCF), Edo State, Nigeria. 21st January, 2007.

    (xix) Training Programmes Attended:

    i. Digital Bridge Workshop: Advanced Digital Appreciation Programme for Tertiary Institutions (ADAPTI), organized by International Centre for Information and Communications Technology Studies for the Nigerian Communication Commission, at Federal University of Agriculture, Abeokuta, Ogun State, Nigeria on the 29th February – 4th of March, 2016.

    ii. Capacity Building Workshop: Modern Methods of Teaching and Learning in Higher Education, organized by the Centre for Innovation and Strategy in Learning and Teaching (CISLT), Federal University of Agriculture, Abeokuta, Ogun State, Nigeria on the 25th -26th of January, 2016.

    iii. Stakeholder’s Forum: Bridging the Gap between Research and Extension, organized by the Agricultural Media Resources and Extension Centre (AMREC), Federal University of Agriculture, Abeokuta, Ogun State, Nigeria on the 22nd of July, 2015.

    iv. Staff Training Workshop: Electronic Teaching and Learning Platform, organized by Spectrum Engineering Ltd., Information Communication Technology Resource Centre (ICTREC), FUNAAB and office of the Deputy Vice-Chancellor (Academic), Federal University of Agriculture, Abeokuta, Ogun State, Nigeria on the 21st-23rd of October, 2015.

    v. Certificate of Completion in Mastery Test (80%): Preventing Employment Discrimination, organized by University of Pittsburgh, Pittsburgh, USA on the 13th of May, 2014.

    vi. Certificate of Completion in Mastery Test (80%): Preventing Sexual Harassment, organized by University of Pittsburgh, Pittsburgh, USA on the 13th of May, 2014.

    vii. Special Seminar: Preparation and Vetting of Examination Results, organized by the Senate Coordinating Committee on Examination Results at CENIP, Federal University of Agriculture, Abeokuta, Ogun State, Nigeria on the 7th of June, 2013.

    viii. Train-the-Trainer Workshop: Training on Electronic Teaching and Learning Platforms, organized by the Nigeria University Commission (NUC), Federal University of Agriculture, Abeokuta, Ogun State, Nigeria. 17th– 19th March, 2012.

    ix. International Workshop: on Engineering Education in Nigeria, organized by the Council for the Regulation of Engineering in Nigeria (COREN), Rockview Hotel, Abuja, Nigeria. 5th–7th of October, 2010.

    x. Graduate Workshop on Cybercrime: Ghana Graduates Conference 2010, organized by Pearl Richards Concept, Silverbird Cinema, Accra mail, Accra, Ghana. 23rd–24th of September, 2010.

(1) Wara S. T., Abayomi-Alli A. and Salau A. O. (2019). “Evaluation of the Dielectric Properties of Local Cereals in the Audio Frequency Range”. 5th International Conference on Signal Processing, Computing and Control (ISPCC 2019), September 8-11, 2019. Solan, India, 2019, pp. 313-318, Published by IEEE, Available online at doi:10.1109/ISPCC48220.2019.8988329.
(2) Mustapha A. M., Arogundade O.’T., Abayomi-Alli A., Adeniran O. J., Adesemowo K. and Alonge C. Y. (2020). A Systematic Method for Extracting and Analyzing Cloud-Based Compliance Requirements. 2020 International Conference in Mathematics, Computer Engineering and Computer Science (ICMCECS 2020), March, 18-21, 2020. Lagos, Nigeria. pp. 1–7. Published by IEEE, doi:10.1109/ICMCECS47690.2020.240839
(3) Abayomi-Alli A., Misra S., Dada M., Alonge C. Y., Agbaegbu J. B., Arogundade O. T., Ahuja R. (2020). “A Mobile Based Market Information System”, IoT and Applications Track, 5th international conference on Internet of Things and Connected Technologies (ICIoTCT 2020), July 3-5, 2020. Patna, India. Advances in Intelligent Systems and Computing, Vol. 1382, pp. 33-44, Springer AISC Series, doi:10.1007/978-3-030-76736-5_4.
(4) Adams A. A., Onashoga S. A., Abayomi-Alli A., Omoyiola O. B. (2021). A Conceptual Hybrid Model of Deep Convolutional Neural Network (DCNN) and Long Short-Term Memory (LSTM) for Masquerade Attack Detection. 3rd International Conference in Information and Communication Technology and Applications (ICTA 2020). Minna, Nigeria, November 24–27, 2020, Communications in Computer and Information Science, Vol. 1350. Springer, Cham. doi:10.1007/978-3-030-69143-1_14
(5) Alfa A.A., Misra S., Abayomi-Alli A., Arogundade O., Jonathan O., Ahuja R. (2021). Comparative Analysis of Intelligent Solutions Searching Algorithms of Particle Swarm Optimization and Ant Colony Optimization for Artificial Neural Networks Target Dataset. 2nd International Conference on Computing, Communications, and Cyber-Security (ICCC 2021). October 3-4, 2021, India. Lecture Notes in Networks and Systems, 203 (2021): 459-470. Springer, Singapore. doi:10.1007/978-981-16-0733-2_32

(i) Project/Dissertation/Thesis
(1) Abayomi-Alli A. (2005). Data Acquisition System for Meteorological Applications, B.Tech Computer Engineering, Ladoke Akintola University of Technology, Ogbomoso, Nigeria.
(2) Abayomi-Alli A. (2009). Content Analysis of Fraudulent Nigeria Electronic Mails to Enhance E-mail Classification Using e-SCAT, M.Sc. Dissertation in Computer Science, University of Ibadan, Nigeria.
(3) Abayomi-Alli A. (2015). Image Verification and Quality Assessment Models for Predicting Facial Recognition System Performance, Ph.D. Thesis in Computer Science, Ladoke Akintola University of Technology, Ogbomoso, Nigeria.

(ii) Journal Articles in Print
(1) Raji, N. A., Abayomi-Alli, A., Ogie, N., Egbune, D. O. and Mirhewe, J. (2010): Control System Design and Manufacture for the Automation of Bottle Hydraulic Jack, NSE Technical Transactions, Published by Nigeria Society of Engineers (NSE), Nigeria, 45(3);15-25.

(2) Abayomi-Alli, A., Ezomo, P. I., Etuk, D. J., Oghogho, I. and Izilein, F. (2011): Performance Evaluation of GSM Service Providers Around Igbinedion University Campuses, Advanced Materials Research, Published by Trans Tech Publications, Switzerland, 367(2011);177-184. Available online at doi:10.4028/www.scientific.net/amr.367.177 (Indexed in Scopus)

(3) Abayomi-Alli, A., Omidiora, E. O., Olabiyisi, S. O. and Ojo, J. A. (2012): Enhanced E-banking System with Match-on-Card Fingerprint Authentication and Multi-account ATM Card, Journal of Computer Science and Its Application (IJCA), 19 (2);14-22, Published by the Nigeria Computer Society (NCS), Nigeria. Available online at doi:10.4314/jcsia.v19i2.2

(4) Omidiora, E. O., Olabiyisi, S. O., Ojo, J. A., Abayomi-Alli, A., Abayomi-Alli, O. and Erameh, K. B. (2013): Facial Image Verification and Quality Assessment System FaceIVQA, International Journal of Electrical and Computer Engineering (IJECE), 3(6);863-874, Published by Institute of Advanced Engineering and Science (IAES), Malaysia, Available online at doi:10.11591/ijece.v3i6.5034 (Indexed in Scopus)
(5) Abayomi-Alli, A. A., Ikuomola, A. J., Aliyu, O. A. and Abayomi-Alli, O. O. (2014): Development of a Mobile Remote Health Monitoring System-MRHMS, African Journal of Computing and Information Communication Technology (AJOCICT), 7(4);15-22, Published by the Institute of Electrical and Electronics Engineers (IEEE) Nigeria Section, Nigeria. Available online at https://afrjcict.net/wp-content/uploads/2017/08/vol-7-no-4-october-2014.pdf
(6) Abayomi-Alli, A., Omidiora, E. O., Olabiyisi, S. O., and Ojo, J. A. (2015): Adaptive Regression Splines Models for Predicting Facial Image Verification and Quality Assessment Scores, Balkan Journal of Electrical and Computer Engineering (BAJECE), 3(1);17-26, Published by Kirklareli University, Turkey. Available online at http://www.bajece.com/file/download/1274241031/4–a-a–abayomi-alli–e-o–omidiora–s-o–olabiyisi-and-j-a–ojo–adaptive-regression-splines-models-for-predicting-facial-image-verification-and-quality-assessment-scores.pdf
(7) Akinola, O. A., Abayomi-Alli, A., Ezeofor, C. E. and Iloanusi, C. V. (2015): Development of a Microcontroller Based Automatic Storage Chamber for Orange Fruit (Citrus Sinensis), African Journal of Computing and ICT (AJOCICT), 8(2);45-52, Published by the Institute of Electrical and Electronics Engineers (IEEE) Nigeria Section, Nigeria. Available online at https://afrjcict.net/wp-content/uploads/2017/08/vol-8-no-2-issue-2-august-2015merged.pdf
(8) Akinola, O. A., Abayomi-Alli, A., and Adeniyi, R. A. (2015): Development of a Microcontroller Based Fingerprint Examination Access Control System, African Journal of Computing and ICT (AJOCICT), 8(2);161-168, Published by the Institute of Electrical and Electronics Engineers (IEEE) Nigeria Section, Nigeria. Available online at https://afrjcict.net/wp-content/uploads/2017/08/vol-8-no-2-issue-2-august-2015merged.pdf

(9) Onashoga, S. A., Abayomi-Alli, A., Idowu, O. and Okesola, J. O. (2016): A Hybrid Approach for Detecting Malicious Web Pages Using Decision Tree and Naïve Bayes Algorithms, GESJ Journal of Computer Sciences and Telecommunications, 48(2);9-17, Published by Georgian Technical University and Muskhelishvili Institute of Computational Mathematics, Georgia. Available online at http://gesj.internet-academy.org.ge/download.php?id=2734.pdf&t=1
(10) Abayomi-Alli, A., Omidiora, E. O., Olabiyisi, S. O., and Ojo, J. A. (2016): Blackface Surveillance Camera (BFSC) Database for Evaluating Face Recognition Algorithms in Low Quality Scenarios, Journal of Natural Sciences, Engineering and Technology (JNSET), 15(2);13-31, Published by Federal University of Agriculture, Abeokuta, Nigeria. Available online at: http://journal.unaab.edu.ng/index.php/JNSET/article/view/1668/1415
(11) Abayomi-Alli, A., Arogundade, O. T., Abayomi-Alli, O. O., Oyemade, S. V. and Sijuade, A. A. (2018): Automated Detection of Solanum Lycopersicum (Tomato) Sizes Using Image Processing Technique, Nigerian Association of Mathematical Physics (NAMP Journal), 45(1);357-368, Published by Nigerian Association of Mathematical Physics (NAMP), Nigeria. Available online at http://e.nampjournals.org/product-info.php?pid3441.html
(12) Abayomi-Alli, A., Arogundade, O. T., Abayomi-Alli, O. O., Adisa, A., Akingboye, A. Y. (2018): Decision Support System for Automatic Crop Fertilization Using Bag of Visual Words (Bows) Technique, Nigerian Association of Mathematical Physics (NAMP Journal), 45(1);221-230, Published by Nigerian Association of Mathematical Physics (NAMP), Nigeria. Available online at http://e.nampjournals.org/product-info.php?pid3423.html
(13) Arogundade, O. T., Abayomi-Alli, A., Fatoye, I., Adejuyigbe, C. O., Olowe, V. I. O. (2018): Development of an Android Based Mobile Application for the Production and Management of Organic Manure (MoAPOM), Journal of Organic Agriculture and Environment (JOAEN), 6(2018);56-67, Published by Organic Agriculture Project in Tertiary Institutions in Nigeria (OAPTIN). Available online at http://oaptin.org/index.php/JOAEN/article/view/38/PDF
(14) Abayomi-Alli, A., Abayomi-Alli, O. O., Akingboye, A. Y., Odusami, M. (2018): Image Quality Assessment in Face Recognition: An Introductory Review, Nigeria Journal of Engineering and Applied Sciences (NJEAS), 5(1);46-69, Published by School of Infrastructure, Process Engineering and Technology and School of Electrical Engineering Technology, Federal University of Technology, Minna, Nigeria.
(15) *Abayomi-Alli, O., Misra, S., Abayomi-Alli, A., Odusami, M. (2019): A review of soft techniques for SMS spam classification: Methods, approaches and applications, Engineering Applications of Artificial Intelligence, 86(2019);197-212, Published by Elsevier Science Ltd, Oxford, England. Available online at doi:10.1016/j.engappai.2019.08.024 (Indexed in Scopus)
(16) *Okokpujie, K., Abayomi-Alli, A., Abayomi-Alli, O., Odusami, M., Okokpujie, P., Akinola, O. A. (2020): Automated Energy Bill Metering System Based on GSM Technology, Journal of Natural Sciences, Engineering and Technology (JNSET), 19(1&2);25-39, Published by Federal University of Agriculture, Abeokuta, Nigeria.
(17) *Ayo, F. E., Folorunso, O., Abayomi-Alli, A., Olubiyi, A. C. (2020): Predicting Social Network Addiction Using Variant Sigmoid Transfer Feed-Forward Neural Networks (FNN-SNA), Journal of Natural Sciences, Engineering and Technology (JNSET), 19(1&2);131-148, Published by Federal University of Agriculture, Abeokuta, Nigeria.
(18) *Abayomi-Alli, A., Misra, S., Fernández-Sanz, L., Abayomi-Alli, O., Edun, A. R. (2020): Genetic Algorithm and Tabu Search Memory with Course Sandwiching (GATS_CS) for University Examination Timetabling, Intelligent Automation and Soft Computing (AUTOSOFT) Journal, 26(3);385-396, Published by TSI Press, Texas, USA. Available online at doi:10.31209/2019.100000070 (Indexed in Scopus)
(19) *Arogundade, O. T., Abayomi-Alli, A., Misra, S. (2020): An Ontology-Based Security Risk Management Model for Information Systems. Arabian Journal for Science and Engineering, 45; 6183–6198, Published by Springer Nature, Switzerland AG in cooperation with King Fahd University of Petroleum & Minerals, Saudi Arabia. Available online at doi:10.1007/s13369-020-04524-4 (Indexed in Scopus)
(20) *Ayo, F. E., Folorunso, S. O., Abayomi-Alli, A. A., Adekunle, A. O., Awotunde, J. B. (2020): Network intrusion detection based on deep learning model optimized with rule-based hybrid feature selection, Information Security Journal: A Global Perspective, 29(6);267-283, Published by Taylor & Francis, Philadelphia, USA. Available online at doi:10.1080/19393555.2020.1767240 (Indexed in Scopus)
(21) *Arogundade, O. T., Akinola, O. S., Balogun, M., Abayomi-Alli, A., Ikotun, A. M., Fadahunsi, I. G. and Abioye, T. E. (2021): A Mobile Application as a Supporting Tool for Weight Equalization in Animal Experiments. Int. J. of Sustainable Agricultural Management and Informatics (IJSAMI), 7(1);44-66, Published by Inderscience Publishers, Geneva, Switzerland. Available online at doi:10.1504/IJSAMI.2021.10035209 (Indexed in Scopus)
(22) *Abayomi-Alli, A. A., Arogundade, O. T., Misra, S., Akala, M. O., Ikotun, A. M., Ojokoh, B. A. (2021): An Ontology-Based Information Extraction System for Organic Farming, International Journal on Semantic Web and Information Systems (IJSWIS). 17(2);79-99, Published by IGI Global Publishing, Pennsylvania, USA. Available online at doi:10.4018/IJSWIS.2021040105 (Indexed in Scopus)
(23) *Ayo, F. E., Folorunso, O., Ibharalu, F. T., Osinuga, I. A., Abayomi-Alli, A. (2021): A Probabilistic Clustering Model for Hate Speech Classification in Twitter, Expert Systems with Applications, 173(114762), Published by Elsevier Science Ltd, Oxford, England. Available online at doi:10.1016/j.eswa.2021.114762 (Indexed in Scopus)
(24) *Abayomi-Alli, O. O., Damasevicius, R., Misra, S., Maskeliunas, R., Abayomi-Alli, A. (2021): Malignant Skin Melanoma Detection using Image Augmentation by Oversampling in Non-Linear Lower-Dimensional Embedding Manifold, Turkish Journal of Electrical Engineering and Computer Sciences, 29(5),2600-2614, Published by Scientific and Technological Research Council of Turkey (TÜBİTAK), Turkey. Available online at doi:10.3906/elk-2101-133 (Indexed in Scopus)

(ii) Journal Articles Accepted for Publication
(25) *Abayomi-Alli, A., Uzedu, F. O., Misra, S., Abayomi-Alli, O. O., Arogundade, O. T.: Hybrid Model of Genetic Algorithm and Tabu Search Memory for Highly Constrained Nurse Scheduling System. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 13(3), Published by IGI Global Publishing, Pennsylvania, USA. (Acceptance dated November 2, 2020). (Indexed in Scopus)
(iii) Books
-NIL-

(iv) Book Articles or Chapters
(26) *Odusami, M., Abayomi-Alli, O., Misra, S., Abayomi-Alli, A., Sharma, M. M. (2021): A Hybrid Machine Learning Model for Predicting Customer Churn in the Telecommunication Industry. In: Abraham A., Sasaki H., Rios R., Gandhi N., Singh U., Ma K. (Eds.). Advances in Intelligent Systems and Computing, 1372;458-468. Springer Nature, Switzerland. Available online at doi:10.1007/978-3-030-73603-3_43
(27) *Abayomi-Alli, A., Abayomi-Alli, O., Vipperman, J., Odusami, M., Misra, S. (2019): Multi-class Classification of Impulse and Non-impulse Sounds Using Deep Convolutional Neural Network (DCNN), In: Misra S. et al. (Eds.), Lecture Notes in Computer Science, 11623; 359-371. Springer Nature, Switzerland. Available online at doi:10.1007/978-3-030-24308-1_30

(v) Edited Conference Proceedings
(28) *Abayomi-Alli, A., Odusami, M. O., Abayomi-Alli, O., Misra, S., Ibeh, G. F. (2019): Long Short-Term Memory Model for Time Series Prediction and Forecast of Solar Radiation and other Weather Parameters. In 2019 19th International Conference on Computational Science and Its Applications (ICCSA), Saint Petersburg, Russia, 1(2019);82-92. Published by IEEE, Available online at doi:10.1109/ICCSA.2019.00004
(29) *Abayomi-Alli, A., Olabode, A., Onashoga, S. A., Misra, S., Arogundade, O. T., Abayomi-Alli, O. (2020): Facial Image Quality Assessment using an Ensemble of Pre-Trained Deep Learning Models (EFQnet), 2020 20th International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, 2020, pp. 1-8, doi:10.1109/ICCSA50381.2020.00013
(30) *Abayomi-Alli, O., Damasevicius, R., Maskeliūnas, R., Abayomi-Alli, A. (2020): BiLSTM with Data Augmentation using Interpolation Methods to Improve Early Detection of Parkinson Disease. In 2020 15th Conference on Computer Science and Information Systems (FedCSIS), Sofia, Bulgaria, 2020, pp. 371-380, Published by IEEE, Available online at doi:10.15439/2020F188

* Additional papers since last promotion.

(v) Technical Reports
(1) Abayomi-Alli A. (2011). Postgraduate Work Experience Report, Submitted to the Council for Regulation of Engineering in Nigeria (COREN), Abuja. April, 2011.

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