Analysis of Time Series Data Generated From the Internet of Things Using Deep Learning Models. - Polycarp Shizawaliyi Yakoi; Xiangfu Meng; Shuolin Cui; Danladi Suleman; Xueyong Yang (IEEE Access, 2023)

Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19. - Abdullahi Umar Ibrahim; Mehmet Ozsoz; Sertan Serte; Fadi M. Al-Turjman; Polycarp Shizawaliyi Yakoi (Cogn. Comput., 2024)

Balancing Adaptivity and Efficiency: Revisiting Sparsity in Memory-Augmented Transformers for Time Series Forecasting. - Polycarp Shizawaliyi Yakoi; Xiangfu Meng; Chunli Yu; Xiaoyan Zhang 005 (CNIOT, 2025)

LTSMiTransformer: Learnable Temporal Sparsity and Memory for Efficient Long-Term Time Series Forecasting. - Polycarp Shizawaliyi Yakoi; Xiangfu Meng; Chunli Yu; Victor Adeyi Odeh; Yongqin Zhang; Zheng Zhao; Danladi Suleman; Yuzhuo Yang (CNIOT, 2025)