丸 千尋

Multivariate Time Series Anomaly Prediction Based on Forecasting and Reconstruction Using Transformer with Temporal and Feature-wise Attention 

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2025年9月  筆頭著者

Verification of Sparsity in the Attention Mechanism of Transformer for Anomaly Detection in Multivariate Time Series 

2022 IEEE International Conference on Big Data (Big Data) 2022年12月17日  

Combining Transformer with a Discriminator for Anomaly Detection in Multivariate Time Series 

2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS) 2022年11月29日  

Collective Anomaly Detection for Multivariate Data using Generative Adversarial Networks 

2020 International Conference on Computational Science and Computational Intelligence (CSCI) 2020年12月  

敵対的生成ネットワークを用いた集団型異常検知 

日本データベース学会和文論文誌 18-J(2) 2020年3月  

QoE Control of Network Using Collective Intelligence of SNS in Large-Scale Disasters 

2016 IEEE International Conference on Computer and Information Technology (CIT) 2016年12月  

Development of Failure Detection System for Network Control using Collective Intelligence of Social Networking Service in Large-Scale Disasters 

Proceedings of the 27th ACM Conference on Hypertext and Social Media 2016年7月10日  

SDN Path Control Experiment Based on Social Information by Network Virtualization Node on JGN-X 

2016 IEEE 17TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE SWITCHING AND ROUTING (HPSR) 114-115 2016年  査読有り

Network Failure Detection System for Traffic Control using Social Information in Large-Scale Disasters 

2015年10月