Isaac Kofi Kofi Nti

Dr. I. K. Nti holds PhD in Computer Science, MSc. in Information Technology, BSc. in Computer Science and HND in Electrical & Electronic Engineering.  His research interests include artificial intelligence, energy system modelling, intelligent information systems and social and sustainable computing, business analytics and data privacy and security.

PhD in Computer Science: University of Energy and Natural Resources Sunyani, Ghana, 2021 (Computer Science)

Master of Science: Kwame Nkrumah University of Science and Technology Kumasi, Ghana, 2016 (Information Technology)

2009 -2021 Lecturer, Sunyani Technical University, Sunyani, Ghana

2021 - Lecturer, University of Energy and Natural Resources, Sunyani, Sunyani

Peer Reviewed Publications

Nti, I K; Narko-Boateng, O; Adekoya, F A and Somanathan, A R (2022. ) Stacknet Based Decision Fusion Classifier for Network Intrusion Detection.The International Arab Journal of Information Technology, , More Information

Nti, Isaac Kofi Adekoya, Adebayo Felix Nyarko Boateng, Owusu Ramasami, Ponnadurai (2022. ) Empirical assessment of COVID-19 infections and information diffusion: a data science approach .International Journal of Medical Engineering and Informatics, ,

Nti, Isaac Kofi Nyarko‐Boateng, Owusu Aning, Justice (2021. ) Performance of Machine Learning Algorithms with Different K Values in K-fold Cross- Validation .International Journal Information Technology and Computer Science, , (6 ) ,

Ayawli, Ben Beklisi Kwame Appiah, Albert Yaw Nti, Isaac Kofi Kyeremeh, Frimpong Ayawli, Esinam Irene (2021. ) Path planning for mobile robots using Morphological Dilation Voronoi Diagram Roadmap algorithm .Scientific African, , (12 ) ,

Nyarko-Boateng, Owusu Adekoya, Adebayo Felix Weyori, Benjamin Asubam Ening, Justice Nti, Isaac Kofi (2021. ) Policy Compliance Standards for Underground Fiber Cable Deployment and Post-Deployment Protection .Indian Journal of Science and Technology, ,

Nti, Isaac Kofi Nyarko-Boateng, Owusu Adekoya, Felix Adebayo Weyori, Benjamin Asubam (2021. ) An empirical assessment of different kernel functions on the performance of support vector machines .Bulletin of Electrical Engineering and Informatics, ,

Nti, Isaac Kofi Akyeramfo-Sam, Samuel Bediako-Kyeremeh, Bright Agyemang, Sylvester (2021. ) Prediction of social media effects on students’ academic performance using Machine Learning Algorithms (MLAs) .Journal of Computers in Education, ,

Nti, Isaac Kofi Adekoya, Adebayo Felix Weyori, Benjamin Asubam Nyarko-Boateng, Owusu (2021. ) Applications of artificial intelligence in engineering and manufacturing: a systematic review .Journal of Intelligent Manufacturing, ,

Nti, Isaac Kofi Adekoya, Adebayo Felix Weyori, Benjamin Asubam (2021. ) A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction .Journal of Big Data, ,

Owusu-Boadu, Bridgitte Nti, Isaac Kofi Nyarko-Boateng, Owusu Aning, Justice Boafo, Victoria (2021. ) Academic Performance Modelling with Machine Learning Based on Cognitive and Non-Cognitive Features .Applied Computer Systems, ,

Adekoya, Adebayo Felix Nti, Isaac Kofi Weyori, Benjamin Asubam (2021. ) Long Short-Term Memory Network for Predicting Exchange Rate of the Ghanaian Cedi.FinTech, , More Information

Nti, Isaac Kofi Adekoya, Adebayo Felix Opoku, Michael Nimbe, Peter (2020. ) Synchronising social media into teaching and learning settings at tertiary education.International Journal of Social Media and Interactive Learning Environments, , More Information

Nti, Isaac Kofi Teimeh, Moses Nyarko-Boateng, Owusu Adekoya, Adebayo Felix (2020. ) Electricity load forecasting: a systematic review.Journal of Electrical Systems and Information Technology, , More Information

Nti, Isaac Kofi Adekoya, Adebayo Felix Weyori, Benjamin Asubam (2020. ) A comprehensive evaluation of ensemble learning for stock-market prediction.Journal of Big Data, , More Information

Nti I.K.; Adekoya A.F.; Weyori B.A. (04-01-2020. ) A systematic review of fundamental and technical analysis of stock market predictions.Artificial Intelligence Review, , 53 (4 ) ,3007-3057 More Information

Appiah V.; Asante M.; Nti I.K.; Nyarko-Boateng O. (01-01-2019. ) Survey of websites and web application security threats using vulnerability assessment.Journal of Computer Science, , 15 (10 ) ,1341-1354 More Information

Nti I.K.; Adekoya A.F.; Weyori B.A. (12-01-2020. ) A comprehensive evaluation of ensemble learning for stock-market prediction.Journal of Big Data, , 7 (1 ) , More Information

Nti I.K.; Adekoya A.F.; Weyori B.A. (01-01-2020. ) Efficient Stock-Market Prediction Using Ensemble Support Vector Machine.Open Computer Science, , 10 (1 ) ,153-163 More Information

Nti I.K.; Adekoya A.F.; Weyori B.A. (12-01-2021. ) A novel multi-source information-fusion predictive framework based on deep neural networks for accur.Journal of Big Data, , 8 (1 ) , More Information

Ayawli B.B.K.; Appiah A.Y.; Nti I.K.; Kyeremeh F.; Ayawli E.I. (07-01-2021. ) Path planning for mobile robots using Morphological Dilation Voronoi Diagram Roadmap algorithm.Scientific African, , 12 , More Information

Nti I.K.; Adekoya A.F.; Weyori B.A.; Nyarko-Boateng O. (08-01-2022. ) Applications of artificial intelligence in engineering and manufacturing: a systematic review.Journal of Intelligent Manufacturing, , 33 (6 ) ,1581-1601 More Information

Nti I.K.; Akyeramfo-Sam S.; Bediako-Kyeremeh B.; Agyemang S. (06-01-2022. ) Prediction of social media effects on students’ academic performance using Machine Learning Algorith.Journal of Computers in Education, , 9 (2 ) ,195-223 More Information

Nti I.K.; Nyarko-Boateng O.; Adekoya F.A.; Weyori B.A. (12-01-2021. ) An empirical assessment of different kernel functions on the performance of support vector machines.Bulletin of Electrical Engineering and Informatics, , 10 (6 ) ,3403-3411 More Information

Nti I.K.; Quarcoo J.A.; Aning J.; Fosu G.K. (06-01-2022. ) A mini-review of machine learning in big data analytics: Applications, challenges, and prospects.Big Data Mining and Analytics, , 5 (2 ) ,81-97 More Information

Nti I.K.; Nyarko-Boateng O.; Boateng S.; Bawah F.U.; Agbedanu P.R.; Awarayi N.S.; Nimbe P.; Adekoya A.F.; Weyori B.A.; Akoto-Adjepong V. (01-01-2021. ) Enhancing Flood Prediction using Ensemble and Deep Learning Techniques.2021 22nd International Arab Conference on Information Technology, ACIT 2021, , More Information

Nti I.K.; Nyarko-Boateng O.; Adekoya A.F.; Arjun R. (01-01-2021. ) Network intrusion detection with stackNet: A phi coefficient Based Weak Learner Selection Approach.2021 22nd International Arab Conference on Information Technology, ACIT 2021, , More Information

Nti I.K.; Adekoya A.F.; Narko-Boateng O.; Somanathan A.R. (01-01-2022. ) Stacknet Based Decision Fusion Classifier for Network Intrusion Detection.International Arab Journal of Information Technology, , 19 (Special Issue 3A ) ,478-490 More Information

Nti I.K.; Owusu-Boadu B. (12-01-2022. ) A hybrid boosting ensemble model for predicting maternal mortality and sustaining reproductive.Smart Health, , 26 , More Information

Mensah P.K.; Ayidzoe M.A.; Opoku A.A.; Adu K.; Weyori B.A.; Nti I.K.; Nimbe P. (01-01-2022. ) Uncertainty Estimation Using Variational Mixture of Gaussians Capsule Network for Health Image Class.Computational intelligence and neuroscience, , 2022 ,4984490 More Information

Nti I.K.; Appiah A.Y.; Nyarko-Boateng O. (01-01-2020. ) Assessment and prediction of earthing resistance in domestic installation.Engineering Reports, , 2 (1 ) , More Information

Nti I.K.; Somanathan A.R. (01-01-2022. ) A Scalable RF-XGBoost Framework for Financial Fraud Mitigation.IEEE Transactions on Computational Social Systems, , More Information

Nti I.K.; Nyarko-Boateng O.; Adekoya A.F.; Weyori B.A.; Adjei H.P. (01-01-2023. ) Predicting diabetes using Cohen’s Kappa blending ensemble learning.International Journal of Electronic Healthcare, , 13 (1 ) ,57-70 More Information

Agbedanu P.R.; Umar Bawah F.; Akoto-Adjepong V.; Awarayi N.S.; Nti I.K.; Boateng S.; Nimbe P.; Nyarko-Boateng O. (01-01-2022. ) BLOCOVID: A blockchain-based COVID-19 digital vaccination certificate verification system.8th International Conference on Engineering and Emerging Technologies, ICEET 2022, , More Information

Nti I.K.; Nyarko-Boateng O.; Aning J.; Fosu G.K.; Pokuaa H.A.; Kyeremeh F. (01-01-2022. ) Early Detection of Stroke for Ensuring Health and Well-Being Based on Categorical Gradient Boosting .Journal of ICT Research and Applications, , 16 (3 ) ,313-332 More Information

Kyeremeh F.; Zhi F.; Yi Y.; Gyamfi E.; Nti I.K. (01-01-2022. ) Solar PV Power Forecasting with a Hybrid LSTM-AdaBoost Ensemble.Proceedings of 2022 IEEE and IET-GH International Utility Conference and Exposition, IUCE 2022, , More Information

Nti I.K.; Nyarko-Boateng O.; Adekoya A.F.; Mensah P.K.; Abra Ayidzoe M.; Fosu G.K.; Adjei Pokuaa H.; Arjun R. (01-01-2023. ) Intelligent Computational Model for Accurate and Early Diagnosis of Heart Failure.Lecture Notes in Networks and Systems, , 551 ,383-397 More Information

Mensah P.K.; Akoto-Adjepong V.; Adu K.; Ayidzoe M.A.; Bediako E.A.; Nyarko-Boateng O.; Boateng S.; Donkor E.F.; Bawah F.U.; Awarayi N.S.; Nimbe P.; Nti I.K.; Abdulai M.; Adjei R.R.; Opoku M.; Abdulai S.; Amu-Mensah F. (08-01-2023. ) CCMT: Dataset for crop pest and disease detection.Data in Brief, , 49 , More Information

Nti I.K.; Adekoya A.F.; Weyori B.A.; Keyeremeh F. (09-01-2023. ) A bibliometric analysis of technology in sustainable healthcare: Emerging trends and future directio.Decision Analytics Journal, , 8 , More Information

Nti I.K.; Zaman A.; Nyarko-Boateng O.; Adekoya A.F.; Keyeremeh F. (09-01-2023. ) A predictive analytics model for crop suitability and productivity with tree-based ensemble learning.Decision Analytics Journal, , 8 , More Information

Nti I.K.; Umar Bawah F.; Quarcoo J.A.; Kalos F. (01-01-2023. ) A Bibliometric Analysis of Soft Computing Technology Applications Trends and Characterisation in Edu.Africa Education Review, , 19 (3 ) ,55-77 More Information

Nti I.K.; Adekoya A.F.; Nyarko-Boateng O.; Ramasami P. (01-01-2024. ) Empirical assessment of COVID-19 infections and information diffusion: a data science approach.International Journal of Medical Engineering and Informatics, , 16 (2 ) ,97-114 More Information

Nti I.K.; Adu K.; Nimbe P.; Nyarko-Boateng O.; Adekoya A.F.; Appiahene P. (01-01-2024. ) Robust and resourceful automobile insurance fraud detection with multi-stacked LSTM network and adap.International Journal of Applied Decision Sciences, , 17 (2 ) ,230-249 More Information