Short time traffic flow identification and prediction at road junctions using Recurrent Multilayer Perceptron. - Mersha Bemnet Wondimagegnehu; Getachew Alemu (AFRICON, 2017)

Data-driven model for accommodation of faulty angle of attack sensor measurements in fixed winged aircraft. - Mersha Bemnet Wondimagegnehu; Hongbin Ma (Eng. Appl. Artif. Intell., 2022)

Distributed cooperative search method for multi-UAV with unstable communications. - Huaqing Zhang 003; Hongbin Ma; Mersha Bemnet Wondimagegnehu; Xiaofei Zhang; Ying Jin (Appl. Soft Comput., 2023)

An efficient and lightweight off-policy actor-critic reinforcement learning framework. - Huaqing Zhang 003; Hongbin Ma; Xiaofei Zhang; Mersha Bemnet Wondimagegnehu; Li Wang 092; Ying Jin (Appl. Soft Comput., 2024)

A multi-step on-policy deep reinforcement learning method assisted by off-policy policy evaluation. - Huaqing Zhang 003; Hongbin Ma; Mersha Bemnet Wondimagegnehu; Ying Jin (Appl. Intell., 2024)

PAFusion: A general image fusion network with adversarial representation learning. - Xingwang Liu; Kaoru Hirota; Yaping Dai; Mersha Bemnet Wondimagegnehu; Shuai Shao; Jing Wang (Knowl. Based Syst., 2025)

Infrared and Visible Image Fusion with Overlapped Window Transformer. - Xingwang Liu; Mersha Bemnet Wondimagegnehu; Kaoru Hirota; Yaping Dai (J. Adv. Comput. Intell. Intell. Informatics, 2025)