| 2024 | CNSM | Improving Fault Device Identification Method using Alarm Clustering Approach. | Yoichi Matsuo, Yuichi Suto, Yusuke Makino, Kazumich Sato |
| 2024 | VTC | Vehicle Traffic Density Estimation with Deep Learning for Predicting Communication Traffic Volume by Vehicle Communication Services. | Yoshie Morita, Kengo Tajiri, Yoichi Matsuo |
| 2023 | CNSM | Empirical Analysis of the Fine-Tuning for Unsupervised Anomaly Detection in the ICT System. | Yoichi Matsuo |
| 2023 | NOMS | Integrating state prediction into the Deep Reinforcement Learning for the Autoscaling of Core Network Functions. | Yoichi Matsuo, Jatinder Singh, Shantanu Verma, Guillaume Fraysse |
| 2023 | NOMS | Autoscaling Packet Core Network Functions with Deep Reinforcement Learning. | Jatinder Singh, Shantanu Verma, Yoichi Matsuo, Francesca Fossati, Guillaume Fraysse |
| 2022 | NOMS | Optimizing Edge-Cloud Cooperation for Machine Learning Accuracy Considering Transmission Latency and Bandwidth Congestion. | Kengo Tajiri, Ryoichi Kawahara, Yoichi Matsuo |
| 2021 | CNSM | Performance Analysis of Anomaly Detection Methods for Application System on Kubernetes with Auto-scaling and Self-healing. | Yoichi Matsuo, Daisuke Ikegami |
| 2021 | IM | Fault Detection of ICT systems with Deep Learning Model for Missing Data. | Kengo Tajiri, Tomoharu Iwata, Yoichi Matsuo, Keishiro Watanabe |
| 2021 | MMSP | Shapley-value-based Quality Degradation Analysis Method for Adaptive Bitrate Streaming Services. | Yoichi Matsuo, Kazuhisa Yamagishi, Shoko Takahashi |
| 2020 | ICDCS | A Framework for Automatic Failure Recovery in ICT Systems by Deep Reinforcement Learning. | Hiroki Ikeuchi, Jiawen Ge, Yoichi Matsuo, Keishiro Watanabe |
| 2020 | NOMS | Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning. | Hiroki Ikeuchi, Akio Watanabe, Tsutomu Hirao, Makoto Morishita, Masaaki Nishino, Yoichi Matsuo, Keishiro Watanabe |
| 2020 | NOMS | DeepSIP: A System for Predicting Service Impact of Network Failure by Temporal Multimodal CNN. | Yoichi Matsuo, Tatsuaki Kimura, Ken Nishimatsu |
| 2016 | NOMS | Workflow extraction for service operation using multiple unstructured trouble tickets. | Akio Watanabe, Keisuke Ishibashi, Tsuyoshi Toyono, Tatsuaki Kimura, Keishiro Watanabe, Yoichi Matsuo, Kohei Shiomoto |
| 2014 | ICCS | Experiments on a Parallel Nonlinear Jacobi-Davidson Algorithm. | Yoichi Matsuo, Hua Guo, Peter Arbenz |