Oba Shigeyuki

オオバシゲユキ | Oba Shigeyuki

Affiliation and department：
Job title：シニアリサーチャー
Homepage URL (2)： https://shigeyukioba.github.io/index_j.html , https://shigeyukioba.github.io/

Research field (3)： Systems genomics , Genomics , Biological, health, and medical informatics

Research keywords (26)：包括脳ネットワーク , ベイズ推定 , バイオインフォマティクス , 高次元医学データ , 多重検定 , 多値分類 , 行列因子化 , 遺伝子発現量 , 生存時間解析 , 球面上確率分布 , 遺伝子発現量データ , 特徴抽出 , クラスタリング , 統計的検定 , 多変量解析 , 遺伝子 , マイクロアレイ , 発生・分化 , ゲノム , 脳神経疾患 , 癌 , ネットワーク推定 , 線形ダイナミカルシステム , 仮説検定 , グラフィカルモデリング , ベイジアンネットワーク

Research theme for competitive and other funds (7)：

2010 - 2015 Development of system identification methods of mesoscopic neurocircuitry based on multi-dimensional imaging data
2008 - 2009 小児癌由来遺伝子材料を基盤とした疾病関連遺伝子の探索と病態解明への応用
2007 - 2008 Development of integrated analysis methods for high-dimensional and heterogeneous clinical data
2006 - 2007 小児癌由来遺伝子材料を基盤とした疾病関連遺伝子の探索と病態解明への応用
2005 - 2005 小児癌由来遺伝子材料を基盤とした疾病関連遺伝子の探索と病態解明への応用

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Papers (64)：

Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba. Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. 12623. 521-538
Zhen Liang, Fangchao Li, Wanrou Hu, Gan Huang, Shigeyuki Oba, Zhiguo Zhang, Shin Ishii. A Generalized Encoding System for Alpha Oscillations Through Visual Saliency Analysis. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2020. 28. 12. 2731-2743
Jaepyung Hwang, Shin Ishii, Taesoo Kwon, Shigeyuki Oba. Modularized Predictive Coding-Based Online Motion Synthesis Combining Environmental Constraints and Motion-Capture Data. IEEE Access. 2020. 8. 202274-202285
Hidetoshi Urakubo, Torsten Bullmann, Yoshiyuki Kubota, Shigeyuki Oba, Shin Ishii. UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images. Scientific reports. 2019. 9. 1. 19413-19413
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba. Long and Short Memory Balancing in Visual Co-Tracking Using Q-Learning. Proceedings - International Conference on Image Processing, ICIP. 2019. 2019-. 3970-3974

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MISC (112)：

Kourosh Meshgi, Shigeyuki Oba, Shin Ishii. Efficient Version-Space Reduction for Visual Tracking. Proceedings - 2017 14th Conference on Computer and Robot Vision, CRV 2017. 2018. 2018-. 139-146
Liang, Z, Oba, S, Ishii,S. Inherent Feature Connection (I-Con) Map for Liking Emotion Detection: an EEG Study. 32nd Human Computer Interacion Conference (BHCI2018). 2018
Meshgi, K, Oba, S, Ishii, S. Efficient diverse ensemble for discrimina- tive co-tracking. Computer Vision and Pattern Recoginition 2018 (CVPR). 2018
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii. Active discriminative tracking using collective memory. Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017. 2017. 374-377
Estimation of the change of agent's behavior strategy using state-action history. 2017. 116. 521. 7-12

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Professional career (3)：

PhD Technology (Nara Institute of Science Technology)
修士(理学) (奈良先端科学技術大学院大学)
修士(理学) (京都大学大学院理学研究科)

Work history (5)：

2020/04 - 現在ミイダス株式会社 HRサイエンス研究所シニアリサーチャー
2008/04 - 2020/03 Kyoto university, graduate school of informatics Senior lecturer
2008/10 - 2014/03 Japan Science and Technology agency PRESTO researcher
2007/04 - 2008/03 Nara institute of science and technology, graduate school of information science Assistant professor
2003/04 - 2007/03 Nara institute of science and technology, graduate school of information science Assistant professor

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