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ORCIDShigeru Maya
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Journal Articles
- 2020
[j3]Akihiro Yamaguchi, Shigeru Maya, Kohei Maruchi, Ken Ueno:
LTSpAUC: Learning Time-Series Shapelets for Partial AUC Maximization. Big Data 8(5): 391-411 (2020)- 2019
- [j2]Shigeru Maya, Ken Ueno, Takeichiro Nishikawa:
dLSTM: a new approach for anomaly detection using deep learning with delayed prediction. Int. J. Data Sci. Anal. 8(2): 137-164 (2019) - [j1]Yosuke Toyama
, Kentaro Yoshioka, Koichiro Ban, Shigeru Maya, Akihide Sai, Kohei Onizuka:
An 8 Bit 12.4 TOPS/W Phase-Domain MAC Circuit for Energy-Constrained Deep Learning Accelerators. IEEE J. Solid State Circuits 54(10): 2730-2742 (2019)
Conference and Workshop Papers
- 2020
- [c8]Topon Kumar Paul, Takeichiro Nishikawa, Shigeru Maya, Akihiro Itakura, Toshihide Kawachi, Akira Ogawa, Hiroshi Yokota:
Segmentation of Multi-State Compound Waveform and Extraction of Features for Anomaly Detection. ICMLA 2020: 503-510 - [c7]Akihiro Yamaguchi, Shigeru Maya, Ken Ueno:
RLTS: Robust Learning Time-Series Shapelets. ECML/PKDD (1) 2020: 595-611 - [c6]Akihiro Yamaguchi, Shigeru Maya, Kohei Maruchi, Ken Ueno:
LTSpAUC: Learning Time-series Shapelets for Optimizing Partial AUC. SDM 2020: 1-9 - [c5]Shigeru Maya, Akihiro Yamaguchi, Kaneharu Nishino, Ken Ueno:
Lag-Aware Multivariate Time-Series Segmentation. SDM 2020: 622-630 - 2018
- [c4]Akihiro Yamaguchi, Shigeru Maya, Tatsuya Inagi, Ken Ueno:
OPOSSAM: Online Prediction of Stream Data Using Self-adaptive Memory. IEEE BigData 2018: 2355-2364 - [c3]Kentaro Yoshioka, Yosuke Toyama, Koichiro Ban, Daisuke Yashima, Shigeru Maya, Akihide Sai, Kohei Onizuka:
PhaseMAC: A 14 TOPS/W 8bit GRO Based Phase Domain MAC Circuit for in-Sensor-Computed Deep Learning Accelerators. VLSI Circuits 2018: 263-264 - 2015
- [c2]Shigeru Maya, Kai Morino, Hiroshi Murata, Ryo Asaoka, Kenji Yamanishi:
Discovery of Glaucoma Progressive Patterns Using Hierarchical MDL-Based Clustering. KDD 2015: 1979-1988 - 2014
- [c1]Shigeru Maya, Kai Morino, Kenji Yamanishi:
Predicting glaucoma progression using multi-task learning with heterogeneous features. IEEE BigData 2014: 261-270
Informal and Other Publications
- 2018
- [i1]Kentaro Yoshioka, Yosuke Toyama, Koichiro Ban, Daisuke Yashima, Shigeru Maya, Akihide Sai, Kohei Onizuka:
PhaseMAC: A 14 TOPS/W 8bit GRO based Phase Domain MAC Circuit for In-Sensor-Computed Deep Learning Accelerators. CoRR abs/1808.09335 (2018)
Coauthor Index
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