Learning future classifiers without additional data A Kumagai, T Iwata Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 8 | 2016 |
Transfer anomaly detection by inferring latent domain representations A Kumagai, T Iwata, Y Fujiwara Advances in neural information processing systems 32, 2471-2481, 2019 | 7 | 2019 |
Transfer anomaly detection by inferring latent domain representations A Kumagai, T Iwata, Y Fujiwara Advances in neural information processing systems 32, 2471-2481, 2019 | 7 | 2019 |
Zero-shot domain adaptation without domain semantic descriptors A Kumagai, T Iwata arXiv preprint arXiv:1807.02927, 2018 | 7 | 2018 |
Malware determination device, malware determination system, malware determination method, and program Y Okano, S Orihara, T Abe, H Asakura, A Kumagai US Patent 10,268,820, 2019 | 6 | 2019 |
Learning dynamics of decision boundaries without additional labeled data A Kumagai, T Iwata Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 5 | 2018 |
Learning non-linear dynamics of decision boundaries for maintaining classification performance A Kumagai, T Iwata Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 5 | 2017 |
Unsupervised domain adaptation by matching distributions based on the maximum mean discrepancy via unilateral transformations A Kumagai, T Iwata Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4106-4113, 2019 | 4 | 2019 |
Semi-supervised Anomaly Detection on Attributed Graphs A Kumagai, T Iwata, Y Fujiwara arXiv preprint arXiv:2002.12011, 2020 | 3 | 2020 |
Learning Latest Classifiers without Additional Labeled Data. A Kumagai, T Iwata IJCAI, 2039-2045, 2017 | 2 | 2017 |
Information analysis system, information analysis method, and information analysis program S Orihara, A Kumagai, T Abe US Patent 9,940,319, 2018 | 1 | 2018 |
変化点検知を用いた新種スキャンの早期発見手法の検討 山村翔, 熊谷充敏, 神谷和憲, 倉上弘 コンピュータセキュリティシンポジウム 2017 論文集 2017 (2), 2017 | 1 | 2017 |
マルウェア静的判定における誤判定を低減させる誤判定グッドウェアを活用した事例選択手法 岡野靖, 熊谷充敏, 谷川真樹, 大嶋嘉人, 愛甲健二, 梅橋一充, 村上純一 研究報告コンピュータビジョンとイメージメディア (CVIM) 2015 (30), 1-8, 2015 | 1 | 2015 |
Compression Algorithm Contribution for Infected-host Detection Y Okano, K Kamiya, A Kumagai, T Nishiyama, B Hu, M Tanikawa, ... International Journal of Informatics Society (IJIS) 11, 0 | 1 | |
Few-shot Learning for Time-series Forecasting T Iwata, A Kumagai arXiv preprint arXiv:2009.14379, 2020 | | 2020 |
Efficient Algorithm for the b-Matching Graph Y Fujiwara, A Kumagai, S Kanai, Y Ida, N Ueda Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | | 2020 |
SILU: Strategy Involving Large-scale Unlabeled Logs for Improving Malware Detector T Nishiyama, A Kumagai, K Kamiya, K Takahashi 2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020 | | 2020 |
Transfer Metric Learning for Unseen Domains A Kumagai, T Iwata, Y Fujiwara Data Science and Engineering 5, 140-151, 2020 | | 2020 |
Meta-learning from Tasks with Heterogeneous Attribute Spaces T Iwata, A Kumagai Advances in Neural Information Processing Systems 33, 2020 | | 2020 |
Transfer Metric Learning for Unseen Domains A Kumagai, T Iwata, Y Fujiwara 2019 IEEE International Conference on Data Mining (ICDM), 1168-1173, 2019 | | 2019 |