Isaac Nti

Isaac Kofi Nti

Asst Professor - Visiting

Teachers College

560R

CECH - School of Information Technology - 0002

Professional Summary

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.

Education

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)

Publications

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