Dr. Henry Nunoo-Mensah

Lecturer


Dept: Computer Engineering
College of Engineering, E C E - Block, Room 423

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Research Areas/Interests

Wireless Sensor Networks, Intelligent Agents (AI4D), Natural Language Processing, Algorithm Design and Optimization, Network Security and Energy E...~more


Publications

    Journal Publications

    1. Antwi, R., Gadze, J. D., Tchao, E. T., Sikora, A., Nunoo-Mensah, H., Agbemenu, A. S., Agyekum K. O.-B. O., Agyemang J. O., Welte D., and Keelson, E. (2022): A Survey on Network Optimization Techniques for Blockchain Systems. Algorithms 15(6), 193. https://doi.org/10.3390/a15060193 
    2. Nunoo-Mensah, H., Kuseh, S. W., Yankey, J., & Acheampong, F. A. (2022): A Survey of Deep Learning Techniques for Maize Leaf Disease Detection: Trends from 2016 to 2021 and Future Perspectives. Journal of Electrical and Computer Engineering Innovations (JECEI). https://dx.doi.org/10.22061/jecei.2022.8602.531 
    3. Agyemang, J.O.; Kponyo, J.J.; Gadze, J.D.; Nunoo-Mensah, H.; Yu, D. A. (2022): Lightweight Messaging Protocol for Internet of Things Devices. Technologies, 10, 21. https://doi.org/10.3390/technologies10010021 
    4. Kuseh S. W., Nunoo-Mensah H., Klogo G. S., & Tchao E. T. (2022): A Survey of Trust Management Schemes for Social Internet of Things. Inform : Jurnal Ilmiah Bidang Teknologi Informasi Dan Komunikasi, 7(1), 48-58. https://doi.org/10.25139/inform.v7i1.4284 
    5. Baffour P. A., Nunoo-Mensah H., Keelson E., & Kommey B. (2022): A Survey on Deep Learning Algorithms in Facial Emotion Detection and Recognition. Inform : Jurnal Ilmiah Bidang Teknologi Informasi Dan Komunikasi, 7(1), 24-32. https://doi.org/10.25139/inform.v7i1.4282
    6. Nartey, C., Tchao, E. T., Gadze, J. D., Yeboah-Akowuah, B., Nunoo-Mensah, H., Welte, D., Sikora, A. (2022): Blockchain-IoT peer device storage optimization using an advanced time-variant multi-objective particle swarm optimization algorithm. J Wireless Com Network 2022, 5 (2022). https://doi.org/10.1186/s13638-021-02074-3
    7. Dake, D. K., Gadze, J. D., Klogo, G. S., and Nunoo-Mensah, H. (2021): Multi-Agent Reinforcement Learning Framework in SDN-IoT for Transient Load Detection and Prevention, Technologies, 9(3), 44. https://doi.org/10.3390/technologies9030044 
    8. Dake D. K., Gadze J. D., Klogo G. S. and Nunoo-Mensah H. (2021): Traffic Engineering in Software-defined Networks using Reinforcement Learning: A Review', International Journal of Advanced Computer Science and Applications (IJACSA), 12(5), 2021. http://dx.doi.org/10.14569/IJACSA.2021.0120541
    9. Gadze, J. D., Bamfo-Asante, A. A, Agyemang, J. O, Nunoo-Mensah, H., and Opare, K. A-B. (2021): An Investigation into the Application of Deep Learning in the Detection and Mitigation of DDoS Attack on SDN Controllers, Technologies, 9, 14. https://doi.org/10.3390/technologies9010014
    10. Acheampong F. A., Nunoo-Mensah, H., Wenyu C. (2021): Transformer Models for Text-based Emotion Detection: A Review of BERT-based Approaches. Artificial Intelligence Review, 1-41. https://doi.org/10.1007/s10462-021-09958-2
    11. Acheampong F. A, Wenyu C., and Nunoo-Mensah H. (2020): Text-based emotion detection: Advances, Challenges, and Opportunities. Engineering Reports, 2(7):29. https://doi.org/10.1002/eng2.12189
    12. Nunoo-Mensah H., Boateng K. O., and Gadze J. D. (2020): PSTRM: Privacy-aware Sociopsychological Trust and Reputation Models for Wireless Sensor Networks, Peer-to-Peer Network, and Application, https://doi.org/10.1007/s12083-020-00906-5
    13. Nunoo-Mensah H., Boateng K. O., Gadze J. D., and Klogo G. S. (2018): SoTRMSim: Sociopsychological Trust and Reputation Models Simulator for Wireless Sensor Networks, International Journal of Applied Information Systems, 12(16), 4
    14. Adjei P. E., Nunoo-Mensah H., Agbesi R. J. A., and Ndjanzoue J. R. Y. (2018): Brain Tumor Segmentation using SLIC Superpixels and Optimized Thresholding Algorithm, International Journal of Computer Applications, 180(20), 1-5.
    15. Nunoo-Mensah H., Boateng K. O., and Gadze J. D. (2018): The adoption of socio- and bio-inspired algorithms for trust models in wireless sensor networks: A survey, International Journal of Communication Systems, 31(7). https://doi.org/10.1002/dac.3444
    16. Nunoo-Mensah H., Boateng K. O., and Gadze J. D. (2017): Tamper-aware authentication framework for wireless sensor networks. IET Wireless Sensor Systems, 7(3), 73-81. https://doi.org/10.1049/iet-wss.2015.0131
    17. Nunoo-Mensah H., Boateng K. O., and Gadze J. D. (2015): Comparative analysis of energy usage of hash functions in secured wireless sensor networks, International Journal of Computer Applications (IJCA), 109(11), 20-23.
    18. Klogo G. S., Gadze J. D., and Nunoo-Mensah H. (2014): On the number of anchor nodes for the localization of smart energy meters (SEM) in an African environment, International Journal of Computer Applications (IJCA), 108(10), 31-34.
    19. Nunoo-Mensah H., Akowuah E. K. and Boateng K. O. (2014): A Review of opensource Network Access Control (NAC) Tools for enterprise educational networks, International Journal of Computer Applications (IJCA), 106(6), 28-33.
    20. Klogo G. S., Tchao E. T., and Nunoo-Mensah H. (2014): Opportunistic use of the 2.6/3.5GHz band for broadband services in the West African Sub-Region: case study Ghana, International Journal of Mobile Network Communications & Telematics ( IJMNCT), Vol. 4, No.4.

     

    Conference Publications

    1. Acheampong, F. A., Nunoo-Mensah, H., Wenyu, C. (2021): Recognizing Emotions from Texts using an Ensemble of Transformer-based Language Models, In 2020 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (pp. 62-66). IEEE. https://doi.org/10.1109/ICCWAMTIP53232.2021.9674102 
    2. Boateng, K. T. A., Nunoo-Mensah, H., Ohene-Akoto, J., Adjei, P. E. and Boateng, K. O. ( 2021): Detection of Cracks in Crankshaft Using an Intelligent Audible Sound-Based Non-Destructive Method. In 2021 Asian Conference on Innovation in Technology (ASIANCON) (pp. 1-6). IEEE. https://doi.org/10.1109/ASIANCON51346.2021.9545038 
    3. Acheampong, F.A., Nunoo-Mensah, H., Wenyu, C. (2020): Comparative Analyses of BERT, RoBERTa, DistilBERT, and XLNet for Text-based Emotion Recognition, In 2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 117-121, IEEE. https://doi.org/10.1109/ICCWAMTIP51612.2020.9317379  
    4. Acheampong, F.A., Nunoo-Mensah, H., Wenyu, C., Niyongabo, R. A. (2020): Recognizing Emotions from Texts using a BERT-based Approach, In 2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP), pp. 62-66, IEEE. https://doi.org/10.1109/ICCWAMTIP51612.2020.9317523
    5. Adjei P. E., Nunoo-Mensah H., Kobia-Acquah E., Akowuah E. K. (2018): “Optic cup and Optic Disc Analysis for Glaucoma screening using Pulse-Coupled Neural Networks and Line profile analysis,” in Middle East Conference on Biomedical Engineering (MECBME), Tunis. https://doi.org/10.1109/MECBME.2018.8402434 
    6. Nunoo-Mensah H., Boateng K. O., Adjei P. E. (2017): SURF-based algorithm for the detection of contraband guns, 2nd International Conference on Engineering, Science, Technology and Entrepreneurship (ESTE).
    7. Nunoo-Mensah H., Boateng K. O. (2017): Enhancing the performance of fire-fighting in Ghana today, 2nd International Conference on Engineering, Science, Technology and Entrepreneurship (ESTE).
    8. Nunoo-Mensah H. and Boateng K. O. (2015): Energy-efficient encryption technique for real-time applications, 1st International Conference on Engineering, Science, Technology and Entrepreneurship (ESTE), pp. 242-251.
    9. Boateng K. O., Nunoo-Mensah H., and Nketiah K. (2015): eLAB: an electrical lab simulation tool, 1st International Conference on Engineering, Science, Technology and Entrepreneurship (ESTE), pp. 378-388.

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