Dr. Francisca Adoma Acheampong

Lecturer


Dept: Telecommunications Engineering
Department of Telecommunications Engineering, KNUST

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Research Areas/Interests

Natural Language Processing, Data Science, and Machine Learning for Network Optimisation...~more


Publications

    1. 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

    2. Acheampong, F. A., Nunoo-Mensah, H., & Chen, W. (2021, December). Recognizing Emotions from Texts Using an Ensemble of Transformer-Based Language Models. In 2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (pp. 161-164). IEEE. https://doi.org/10.1109/ICCWAMTIP53232.2021.9674102 

    3. 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

    4. Acheampong, F. A., Nunoo-Mensah, H., & Wenyu, C. (2020, December). 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 

    5. Acheampong, F. A., Nunoo-Mensah, H., Chen, W., & Niyongabo, R. A. (2020, December). 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 

    6. Acheampong, F. A., Wenyu, C., & Nunoo?Mensah, H. (2020). Text? based emotion detection: Advances, challenges, and opportunities. Engineering Reports, 2(7), e12189. https://doi.org/10.1002/eng2.12189 

    7. Acheampong, F. A. (2018). Big Data Machine Learning and the Blockchain Technology: An Overview. International Journal of Computer Applications, 975, 8887. https://doi.org/10.5120/ijca2018916674 

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