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J-GLOBAL ID：201201049483379954 Update date: Jan. 19, 2025

Koike Atsushi

コイケアツシ | Koike Atsushi

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://koikezlemma.hatenablog.com

Research field (4)： Intelligent informatics , Human interfaces and interactions , High-performance computing , Information theory

Research keywords (8)： Deep Learning , Machine Learning , user interface , Embedded Systems , GPU , graph algorithms , combinatorial optimization , parallel algorithms

Research theme for competitive and other funds (2)：

2024 - 2028 An Inductive Explanatory Model for Artificial Intelligence and Its Application to Human-Cooperative Artificial Intelligence
2015 - 2020 Theory and Applications of Kinetic Computational Geometry with Uncertanity

Papers (7)：

Mohammad Samy BALADRAM, Atsushi KOIKE, Kazunori D YAMADA. Introduction to Supervised Machine Learning for Data Science. Interdisciplinary Information Sciences. 2020. 26. 1. 87-121
Kohei Asano, Jinhee Chun, Atsushi Koike, Takeshi Tokuyama. Model-Agnostic Explanations for Decisions using Minimal Patterns. 28th International Conference on Artificial Neural Networks (ICANN2019). 2019. 241-252
Atsushi Koike. A Computational Model and Algorithms to Utilize GPUs for Discrete Problems. PhD Thesis, SOKENDAI (The Graduate University for Advanced Studies). 2015
Atsushi Koike, Kunihiko Sadakane. A Novel Computational Model for GPUs with Applications to Efficient Algorithms. International Journal of Networking and Computing. 2015. 5. 1. 26-60
Atsushi Koike, Kunihiko Sadakane. A Novel Computational Model for GPUs with Application to I/O Optimal Sorting Algorithms. PROCEEDINGS OF 2014 IEEE INTERNATIONAL PARALLEL & DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW). 2014. 615-624

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MISC (20)：

RYO HANADA, ATSUSHI KOIKE. Wear Prediction for Aircraft Tires Considering Time Series Information. SIG Technical Reports. 2024. 2024-ITS-97. 1. 1-7
Taiki Sato, Atsushi Koike, Akihiro Suzuki, Tomomichi Hayakawa. Gait Modeling for Estimating Mild Cognitive Impairment by Self-Supervised Learning. 2023. T23-1-11
Yuta Kikuchi, Atsushi Koike, Akihiro Suzuki, Tomomichi Hayakawa. Early Detection of Dementia by Gait Analysis Using Machine Learning. 2023. T23-3-03
上山由章, 千田栄幸, 小池敦. 手描き画像からキャラクター画像を生成するニューラルネットワークの構築. 令和4年東北・北海道地区高等専門学校専攻科産学連携シンポジウム. 2022
髙橋源輝, 千田栄幸, 小池敦. ユーザー属性を保持したパスワード付き顔変換手法の提案. 令和4年東北・北海道地区高等専門学校専攻科産学連携シンポジウム. 2022

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Patents (31)：

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Books (1)：

図解深層学習 : 数理で理解する基本原理
近代科学社 2023 ISBN:9784764906754

Lectures and oral presentations (22)：

Explainability in Machine Learning
([CDLE Miyagi] 1st Study Session 2024)
GPU programming with super computers
(2020)
Deep learning with web applications
(2020)
A GPU-based Non-commutative Reduction and Its Applications to Operations for Difference Arrays
(Technical Committee on Theoretical Foundations of Computing , IEICE 2019)
GPU-Based Non-Commutative Reduction and It's Applications
(Workshop on Mathematical Engineering 2019)

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Education (3)：

2014 - 2015 The University of Tokyo Graduate School of Information Science and Technology Special Research Student
2012 - 2015 SOKENDAI (The Graduate University for Advanced Studies) School of Multidisciplinary Sciences The three-year Ph.D. course, Department of Informatics
2001 - 2003 Tohoku University Graduate School of Information Sciences Master's course, System Information Sciences

Professional career (1)：

Ph.D. (SOKENDAI (The Graduate University for Advanced Studies))

Work history (9)：

2022/04 - 現在 Tohoku University Graduate School of Information Sciences Associate Professor
2018/04 - 2022/03 National Institute of Technology, Ichinoseki College Division of Computer Engineering and Informatics, Department of Engineering for Future Innovation Associate Professor
2017/10 - 2022/03 Tohoku University Graduate School of Information Sciences Collaborative Researcher
2017/10 - 2018/03 National Institute of Technology, Ichinoseki College Division of Computer Engineering and Informatics, Department of Engineering for Future Innovation Specially-Appointed Associate Professor
2016/01 - 2017/09 Tohoku University Graduate School of Information Sciences Assistant Professor

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Committee career (1)：

2022/06 - 現在 Tohoku branch, Information Processing Society of Japan PR officer

Awards (2)：

2024/05 - IPSJ SIG-ITS The 97th Conference Outstanding Presentation Award Wear Prediction for Aircraft Tires Considering Time Series Information
2015/09 - The 11th Workshop on Theoretical Computer Science Best Presentation Award Fast Tree Reduction Algorithms on GPUs

Association Membership(s) (2)：

Information Processing Society of Japan , IEICE

※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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