A Mirror Environment to Produce Artificial Intelligence Training Data. - Di Li; Kazuaki Akashi; Haruhisa Nozue; Kenichi Tayama (IEEE Access, 2022)

An Algorithm to Speed up Network Recovery Fault Point Estimation and Recovery Action Recommendation. - Shunsuke Kanai; Fumika Asai; Kazuaki Akashi; Norio Yamamoto; Kenichi Tayama; Tomoko Shibata (J. Netw. Syst. Manag., 2022)

Deep Reinforcement Learning for Network Service Recovery in Large-Scale Failures. - Kazuaki Akashi; Nobukazu Fukuda; Shunsuke Kanai; Kenichi Tayama (CNSM, 2023)

Optimizing Resource Placement for Long-term Disaster Response. - Nobukazu Fukuda; Mayu Yamazoe; Hiroaki Matsubayashi; Kazuaki Akashi; Shunsuke Kanai (NOMS, 2023)