[1F5-GS-10] AI application: anomaly detection 1

Tue. Jun 14, 2022 4:20 PM - 6:00 PM Room F (Room F)

座長：森隼基（NEC）［現地］

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4:20 PM - 4:40 PM

[1F5-GS-10-01] Anomaly Detection using Diffusion Model without Diffusion

〇Yu Kashihara¹, Takashi Matsubara¹ (1. Osaka University)

4:40 PM - 5:00 PM

[1F5-GS-10-02] Detection of abnormal respiration using frequency-domain based LSTM

○Koshiro Okumoto¹, Haruka Horiuchi¹, Kohei Yoshida ¹, Masashi Kobayashi^2,3, Yasuhiro Nakashima^2,4, Katsutoshi Seto², Yohei Wada⁵, Koji Yataka⁵, Takaaki Sugino¹, Katsunori Suzuki⁵, Kenichi Okubo², Yoshikazu Nakajima¹ (1. Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University, 2. Department of Thoracic Surgery, Tokyo Medical and Dental University, 3. Department of Thoracic Surgery, Kurashiki Central Hospital, 4. Department of Thoracic Surgery, Tokyo Kyosai Hospital, 5. Research & Development Division, Technology Unit, Yamaha Corporation)

[[オンライン]]

5:00 PM - 5:20 PM

[1F5-GS-10-03] Comparison of MT Method and OCSVM in Detecting Predictive Abnormalities of Navigational and Radio Equipment onboard Merchant Ships

〇Iori Oki¹, Takashi Onoda¹, Takahiro Nishigaki¹, Naoya Hashimoto², Yoshiaki Moritoki³ (1. Aoyama Gakuin University, 2. FURUNO ELECTRIC CO., 2. LINCREA CORPORATION)

5:20 PM - 5:40 PM

[1F5-GS-10-04] Time Series Anomaly Detection by Generative Adversarial Networks with Attention Mechanism

〇Tatsuki Kawamoto¹, Shogo Sakakura¹, Amar Zanashir², Kumiko Komatsu², Tomohiro Takagi¹ (1. Meiji University, 2. LAC Co., Ltd.)

5:40 PM - 6:00 PM

[1F5-GS-10-05] A Study on Anomaly Detection Model Management Methods for Industrial Control System (ICS)

〇Yasuhiro Teramoto¹, Masanori Yamada¹, Yuuki Yamanaka¹, Yoshiaki Nakajima¹ (1. NTT Social Informatics Laboratories)

[[Online]]

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