dLSTM: a new approach for anomaly detection using deep learning with delayed prediction S Maya, K Ueno, T Nishikawa International Journal of Data Science and Analytics 8, 137-164, 2019 | 60 | 2019 |
An 8 bit 12.4 TOPS/W phase-domain MAC circuit for energy-constrained deep learning accelerators Y Toyama, K Yoshioka, K Ban, S Maya, A Sai, K Onizuka IEEE Journal of Solid-State Circuits 54 (10), 2730-2742, 2019 | 26 | 2019 |
Discovery of glaucoma progressive patterns using hierarchical MDL-based clustering S Maya, K Morino, H Murata, R Asaoka, K Yamanishi Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 13 | 2015 |
Predicting glaucoma progression using multi-task learning with heterogeneous features S Maya, K Morino, K Yamanishi 2014 IEEE International Conference on Big Data (Big Data), 261-270, 2014 | 12 | 2014 |
Abnormality detection apparatus, abnormality detection method, and non-transitory computer readable medium S Maya, T Nishikawa, K Ueno US Patent 10,496,515, 2019 | 10 | 2019 |
PhaseMAC: A 14 TOPS/W 8bit GRO based phase domain MAC circuit for in-sensor-computed deep learning accelerators K Yoshioka, Y Toyama, K Ban, D Yashima, S Maya, A Sai, K Onizuka 2018 IEEE Symposium on VLSI Circuits, 263-264, 2018 | 10 | 2018 |
RLTS: robust learning time-series shapelets A Yamaguchi, S Maya, K Ueno Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 9 | 2021 |
LTSpAUC: learning time-series shapelets for optimizing partial AUC A Yamaguchi, S Maya, K Maruchi, K Ueno Proceedings of the 2020 SIAM International Conference on Data Mining, 1-9, 2020 | 9 | 2020 |
DADIL: Data augmentation for domain-invariant learning S Maya, U Ken Data Science and Pattern Recognition 4 (2), 33-49, 2020 | 4 | 2020 |
OPOSSAM: Online prediction of stream data using self-adaptive memory A Yamaguchi, S Maya, T Inagi, K Ueno 2018 IEEE international conference on big data (big data), 2355-2364, 2018 | 4 | 2018 |
Lag-aware multivariate time-series segmentation S Maya, A Yamaguchi, K Nishino, K Ueno Proceedings of the 2020 SIAM International Conference on Data Mining, 622-630, 2020 | 3 | 2020 |
LTSpAUC: Learning time-series shapelets for partial AUC maximization A Yamaguchi, S Maya, K Maruchi, K Ueno Big Data 8 (5), 391-411, 2020 | 2 | 2020 |
Time series data analysis method, time series data analysis apparatus, and non-transitory computer readable medium A Yamaguchi, S Maya, K Maruchi, T Inagi US Patent App. 16/815,358, 2020 | 2 | 2020 |
Segmentation of multi-state compound waveform and extraction of features for anomaly detection T Paul, T Nishikawa, S Maya, A Itakura, T Kawachi, A Ogawa, H Yokota 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 1 | 2020 |
Information processing device, information processing method, and recording medium A Yamaguchi, S Maya, K Ueno US Patent 11,803,613, 2023 | | 2023 |
Anomaly Sign Detection for Automatic Ticket Gates by the Histogram Limitation Method K Ueno, S Maya, K Endo PHM Society Asia-Pacific Conference 4 (1), 2023 | | 2023 |
Time-series feature extraction apparatus, time-series feature extraction method and recording medium S Maya, T Inagi, A Yamaguchi US Patent 11,710,066, 2023 | | 2023 |
Method of detecting anomalies in waveforms, and system thereof SPK Ayyagari, AK Kalakanti, P Topon, S Maya, T Nishikawa US Patent 11,137,323, 2021 | | 2021 |
Information processing device, information processing method, and computer program product K Nishino, S Maya, K Ueno US Patent App. 17/001,860, 2021 | | 2021 |
Information processing apparatus, information processing method, and non-transitory computer readable medium S Maya, K Ueno US Patent App. 17/012,671, 2021 | | 2021 |