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  1. Explainable machine learning for student dropout prediction and tailored interventions in online personalized education

    Article • Discover Artificial Intelligence, February 2026, Springer Science + Business Media

    Dr Isaac K Nti

  2. Interpretable hybrid three tier LSTM model for accurate and transparent breast tumor classification in clinical decision support

    Article • Discover Health Systems, January 2026, Springer Science + Business Media

    Dr Isaac K Nti, Dr. Arjun R

  3. Synergistic Phishing Intrusion Detection: Integrating Behavioral and Structural Indicators with Hybrid Ensembles and XAI Validation

    Article • Future Internet, January 2026, MDPI AG

    Dr Isaac K Nti

  4. Synergistic Phishing Intrusion Detection: Integrating Behavioral and Structural Indicators with Hybrid Ensembles and XAI Validation

    Article • November 2025, MDPI AG

    Dr Isaac K Nti

  5. FNEM: A Federated-Neuro-Symbolic Edge Approach for Explainable Anomaly Detection in IoT Networks

    Article • November 2025, Springer Science + Business Media

    Dr Isaac K Nti

  6. What do Computing Interns Discuss Online? An Empirical Analysis of Reddit Posts

    Article • November 2025, ACM (Association for Computing Machinery)

    Dr Isaac K Nti

  7. Lightweight Neural Anomaly Detection for Resource-Constrained Edge-ICN Environments: A Systematic Literature Review

    Article • November 2025, Springer Science + Business Media

    Dr Isaac K Nti

  8. Addressing Class Imbalance in Malware Detection with Cost-Sensitive Learning: A Framework for Enhanced Performance

    Article • July 2025, Springer Science + Business Media

    Dr Isaac K Nti

  9. Evaluating Lightweight Neural Models for Edge-Based Anomaly Detection: Performance and Efficiency Trade-offs

    Article • July 2025, Springer Science + Business Media

    Dr Isaac K Nti

  10. An optimized ensemble model for predicting average localization error of wireless sensor networks

    Article • Decision Analytics Journal, September 2024, Elsevier

    Dr Isaac K Nti

  11. Developing A System for Automatic Prediction of Polycystic Ovary Syndrome Using Machine Learning

    Article • August 2024, ACM (Association for Computing Machinery)

    Dr Isaac K Nti

  12. Customer Credit Risk: Application and Evaluation of Machine Learning and Deep Learning Models

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  13. Predicting Cyberbullying Behavior in Social Media for Enhancing Online Safety

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  14. Predicting Happiness Index Using Machine Learning

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  15. Predicting the Risk Level of a Loan Based on the Customer's Personal Factors Using Machine Learning Models

    Article • April 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  16. A Comparative Study of Machine Learning Techniques for Nuanced Weather Prediction

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  17. A Systematic Review on Machine Learning (ML) and Artificial Intelligence (AI) in Understanding and Assessing Women's Health

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  18. Opinion Mining of Online Shopping Products Reviews Using Machine Learning

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  19. Smart Temperature Management in Buildings using Predictive Analysis by Machine Learning Algorithms

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  20. Students' Flexibility in Online Education Using Machine Learning

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  21. A predictive analytics model for crop suitability and productivity with tree-based ensemble learning

    Article • Decision Analytics Journal, September 2023, Elsevier

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  22. A bibliometric analysis of technology in sustainable healthcare: Emerging trends and future directions

    Article • Decision Analytics Journal, September 2023, Elsevier

    Dr Isaac K Nti

  23. CCMT: Dataset for crop pest and disease detection

    Article • Data in Brief, August 2023, Elsevier

    Dr Isaac K Nti

  24. Artificial Intelligence Application in Law: A Scientometric Review

    Article • Artificial Intelligence and Applications, June 2023, BON VIEW PUBLISHING PTE

    Dr Isaac K Nti

  25. Early Detection of Stroke for Ensuring Health and Well-Being Based on Categorical Gradient Boosting Machine

    Article • Journal of ICT Research and Applications, January 2023, The Institute for Research and Community Services (LPPM) ITB

    Dr Isaac K Nti

  26. Intelligent Computational Model for Accurate and Early Diagnosis of Heart Failure

    Article • January 2023, Springer Science + Business Media

    Dr Isaac K Nti, Dr. Arjun R

  27. Predicting diabetes using Cohen's Kappa blending ensemble learning

    Article • International Journal of Electronic Healthcare, January 2023, Inderscience Publishers

    Dr Isaac K Nti

  28. A Smart Water Management System for Detecting Household Water Wastage

    Article • E3S Web of Conferences, January 2023, EDP Sciences

    Dr Isaac K Nti

  29. Maize Disease Detection Using Convolutional Neural Network

    Article • E3S Web of Conferences, January 2023, EDP Sciences

    Dr Isaac K Nti

  30. A hybrid boosting ensemble model for predicting maternal mortality and sustaining reproductive

    Article • Smart Health, December 2022, Elsevier

    Dr Isaac K Nti

  31. BLOCOVID: A blockchain-based COVID-19 digital vaccination certificate verification system

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  32. Uncertainty Estimation Using Variational Mixture of Gaussians Capsule Network for Health Image Classification

    Article • Computational Intelligence and Neuroscience, September 2022, Hindawi Publishing Corporation

    Dr Isaac K Nti

  33. A Bibliometric Analysis of Soft Computing Technology Applications Trends and Characterisation in Educational Research: Africa

    Article • Africa Education Review, May 2022, Taylor & Francis

    Dr Isaac K Nti

  34. Empirical assessment of COVID-19 infections and information diffusion: a data science approach

    Article • International Journal of Medical Engineering and Informatics, January 2022, Inderscience Publishers

    Dr Isaac K Nti

  35. A Scalable RF-XGBoost Framework for Financial Fraud Mitigation

    Article • IEEE Transactions on Computational Social Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti, Dr. Arjun R

  36. Stacknet Based Decision Fusion Classifier for Network Intrusion Detection

    Article • The International Arab Journal of Information Technology, January 2022, Zarqa University

    Dr Isaac K Nti, Dr. Arjun R

  37. Network Intrusion Detection with StackNet: A phi coefficient Based Weak Learner Selection Approach

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Arjun R, Dr Isaac K Nti

  38. Enhancing Flood Prediction using Ensemble and Deep Learning Techniques

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Isaac K Nti

  39. Long Short-Term Memory Network for Predicting Exchange Rate of the Ghanaian Cedi

    Article • FinTech, December 2021, MDPI AG

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  40. Academic Performance Modelling with Machine Learning Based on Cognitive and Non-Cognitive Features

    Article • Applied Computer Systems, December 2021, De Gruyter

    Dr Isaac K Nti

  41. An empirical assessment of different kernel functions on the performance of support vector machines

    Article • Bulletin of Electrical Engineering and Informatics, December 2021, Institute of Advanced Engineering and Science

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  42. Prediction of social media effects on students’ academic performance using Machine Learning Algorithms (MLAs)

    Article • Journal of Computers in Education, August 2021, Springer Science + Business Media

    Dr Isaac K Nti

  43. Path planning for mobile robots using Morphological Dilation Voronoi Diagram Roadmap algorithm

    Article • Scientific African, July 2021, Elsevier

    Dr Isaac K Nti

  44. A Comparative Empirical Analysis of 21 Machine Learning Algorithms for Real-World Applications in Diverse Domains

    Article • June 2021, Research Square

    Dr Isaac K Nti

  45. Applications of artificial intelligence in engineering and manufacturing: a systematic review

    Article • Journal of Intelligent Manufacturing, April 2021, Springer Science + Business Media

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  46. A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction

    Article • Journal Of Big Data, January 2021, Springer Science + Business Media

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  47. CONCEPTUAL FRAMEWORK FOR EFFICIENT 802.11 A/B/G/N WIRELESS NETWORKS INFRASTRUCTURE TO IMPROVE CAMPUS INTERNET CONNECTIVITY

    Article • International Journal of Engineering Technologies and Management Research, November 2020, Granthaalayah Publications and Printers

    Dr Isaac K Nti

  48. The COVID-19 outbreak and effects on major stock market indices across the globe: A machine learning approach

    Article • Indian Journal of Science and Technology, September 2020, Indian Society for Education and Environment

    Dr Isaac K Nti

  49. Electricity load forecasting: a systematic review

    Article • Journal of Electrical Systems and Information Technology, September 2020, Springer Science + Business Media

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  50. Efficient stock market prediction

    Article • Open Computer Science, July 2020, De Gruyter

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  51. Predicting Stock Market Price Movement Using Sentiment Analysis: Evidence From Ghana

    Article • Applied Computer Systems, May 2020, De Gruyter

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  52. FORECASTING ELECTRICITY CONSUMPTION OF RESIDENTIAL USERS BASED ON LIFESTYLE DATA USING ARTIFICIAL NEURAL NETWORKS

    Article • ICTACT Journal on Soft Computing, April 2020, ICT Academy of Tamil Nadu

    Dr Isaac K Nti

  53. A comprehensive evaluation of ensemble learning for stock-market prediction

    Article • Journal Of Big Data, March 2020, Springer Science + Business Media

    Dr Isaac K Nti, Professor Adebayo Felix Adekoya

  54. Assessment and prediction of earthing resistance in domestic installation

    Article • Engineering Reports, January 2020, Wiley

    Dr Isaac K Nti

  55. Synchronising Social Media into Teaching and Learning Settings at Tertiary Education

    Article • International Journal of Social Media and Interactive Learning Environments, January 2020, Inderscience Publishers

    Dr Isaac K Nti

  56. A Web-Based Skin Disease Diagnosis Using Convolutional Neural Networks

    Article • International Journal of Information Technology and Computer Science, November 2019, MECS Publisher

    Dr Isaac K Nti

  57. Survey of Websites and Web Application Security Threats Using Vulnerability Assessment

    Article • Journal of Computer Science, October 2019, Science Publications

    Dr Isaac K Nti

  58. A systematic review of fundamental and technical analysis of stock market predictions

    Article • Artificial Intelligence Review, August 2019, Springer Science + Business Media

    Professor Adebayo Felix Adekoya, Dr Isaac K Nti

  59. Random Forest Based Feature Selection of Macroeconomic Variables for Stock Market Prediction

    Article • American Journal of Applied Sciences, July 2019, Science Publications

    Professor Adebayo Felix Adekoya, Dr Isaac K Nti

  60. Effective Cryptographic Technique for Securing Cloud Storage Systems

    Article • July 2017, Foundation of Computer Science

    Dr Isaac K Nti

  61. Investigating Websites and Web Application Vulnerabilities: Webmaster’s Perspective

    Article • June 2017, Foundation of Computer Science

    Dr Isaac K Nti

  62. Using LSB Steganography Technique and 256 bits Key Length AES Algorithm for High Secured Information Hiding

    Article • International Journal of Advanced Research in Computer Science and Software Engineering, May 2017, Advance Academic Publisher

    Dr Isaac K Nti

  63. State of Affairs in ICTs Usage within the Hospitality Industry (Guest House & Hotel) Operations: A Case of Brong Ahafo Region Ghana

    Article • International Journal of Science and Engineering Applications, May 2017, Association of Technology and Science

    Dr Isaac K Nti

  64. Evaluation of Server Performance in Cloud Computing On Virtual Network Infrastructure: Using Riverbed Simulator

    Article • International Journal of Science and Engineering Applications, March 2017, Association of Technology and Science

    Dr Isaac K Nti

  65. Implementation of Advanced Encryption Standard Algorithm with Key Length of 256 Bits for Preventing Data Loss in an Organization

    Article • International Journal of Science and Engineering Applications, March 2017, Association of Technology and Science

    Dr Isaac K Nti

  66. Detection of Plant Leaf Disease Employing Image Processing and Gaussian Smoothing Approach

    Article • International Journal of Computer Applications, March 2017, Foundation of Computer Science

    Dr Isaac K Nti

  67. Investigating ATM Frauds In Sunyani Municipality: Customer’s Perspective

    Article • International Journal of Science and Engineering Applications, February 2017, Association of Technology and Science

    Dr Isaac K Nti

  68. Improving Security Levels In Automatic Teller Machines (ATM) Using Multifactor Authentication

    Article • International Journal of Science and Engineering Applications, April 2016, Association of Technology and Science

    Dr Isaac K Nti