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J-GLOBAL ID：200901035074365414 Update date: Feb. 13, 2025

Uehara Kuniaki

ウエハラクニアキ | Uehara Kuniaki

Affiliation and department：
Job title： Professor

Research field (3)： Intelligent informatics , Human interfaces and interactions , Database science

Research theme for competitive and other funds (30)：

2019 - 2023 Development of Multimodal Data Retrieval Engine Based on Human Cognitive System
2016 - 2019 神経細胞の確率的ふるまいを用いた生成的機械学習の開発と電子回路実装
2014 - 2017 社会規模での大規模コーパス収集による映像検索エンジンの再構築
2013 - 2015 乱択アルゴリズムによる並列分散軌跡パターンマイニング
2013 - 分野・地域を越えた実践的情報教育協働NW

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Papers (252)：

森川優, 中西波瑠, 稲村直樹, 近藤伸明, 小渕浩希, 大澤輝夫, 松原崇, 申吉浩, 大島裕明, 上原邦昭. 船舶における全天球画像のデータ収集と雲形・状態・全雲量の自動判定の試み. 天気. 2023. 70. 12. 577-592
Takashi Matsubara, Kazuki Sato, Kenta Hama, Ryosuke Tachibana, Kuniaki Uehara. Deep Generative Model using Unregularized Score for Anomaly Detection with Heterogeneous Complexity. IEEE Transactions on Cybernetics. 2022. 52. 6. 5161-5173
Takumi Kimura, Takashi Matsubara, Kuniaki Uehara. Topology-Aware Flow-Based Point Cloud Generation. IEEE Transactions on Circuits and Systems for Video Technology. 2022. 1-1
Takumi Kimura, Takashi Matsubara, Kuniaki Uehara. ChartPointFlow for Topology-Aware 3D Point Cloud Generation. MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. 2021. 1396-1404
Kenta Hama, Takashi Matsubara, Kuniaki Uehara, Jianfei Cai. Exploring Uncertainty Measures for Image-caption Embedding-and-retrieval Task. ACM Transactions on Multimedia Computing, Communications, and Applications. 2021. 17. 2. 1-19

MISC (206)：

松原崇, 上原邦昭. Implementation of Boltzmann Machine by Asynchronous Network of Cellular Automaton-based Neurons (非線形問題). 電子情報通信学会技術研究報告 = IEICE technical report : 信学技報. 2016. 115. 515. 7-10
Mizukawa Noriyuki, Matsubara Takashi, Uehara Kuniaki. N-2-6 A Consideration of Mechanism of Character String Processing by Deep Learning. Proceedings of the IEICE Engineering Sciences Society/NOLTA Society Conference. 2016. 2016. 373-373
Matsubara Takashi, Uehara Kuniaki. N-1-5 Theoretical Analysis of Influence of Random Fluctuation at Synapses on Homeostasis of Neuronal Activity. Proceedings of the IEICE Engineering Sciences Society/NOLTA Society Conference. 2016. 2016. 343-343
吉原輝, 関和広, 上原邦昭. ニュース記事の時間的特性を考慮した株価動向予測. 研究報告数理モデル化と問題解決(MPS). 2015. 2015. 4. 1-6
Estimating Semantic Information from Trajectory Data by Unsupervised Learning. 2015. 29. 1-4

Books (7)：

Multimedia Data Mining and Analytics: Disruptive Innovation
2015
Geo-Informatics in Resource Management and Sustainable Ecosystem
2014
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies
IGI Global 2010
Data Mining and Knowledge Discovery in Real Life Applications
intechweb 2008
Advances in Computer Graphics and Computer Vision
Springer 2007

Lectures and oral presentations (193)：

知識グラフ上の経路クエリの横断評価モデル
(第34回人工知能学会全国大会 (JSAI2020) 2020)
注意機構を持った深層ニューラルネットワークの勾配探索
(第34回人工知能学会全国大会 (JSAI2020) 2020)
公平性により生じる敵対的攻撃に対する脆弱性
(第34回人工知能学会全国大会 (JSAI2020) 2020)
全天球画像と日射量データによる太陽光発電量予測
(第34回人工知能学会全国大会 (JSAI2020) 2020)
公平性が引き起こす敵対的攻撃に対する脆弱性
(電子情報通信学会情報論的学習理論と機械学習研究会 2020)

Education (1)：

Professional career (1)：

Work history (1)：

2020/04 - 現在 Osaka Gakuin University Faculty of Business Administration Professor

Awards (8)：

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