Research keywords (2)：
pattern recognition
, neural network
Research theme for competitive and other funds (10)：
2019 - 2022 Model Switching Criteria in Dynamic Model Learning of Neural Networks
2016 - 2019 Signal Recognition Mechanisms by Selecting Higher-Order Spectral Features Through Learning
2010 - 2012 Framework of Novel Image Feature Extraction using Higher-Order Statistical Kernel Functions
2005 - 2008 Meta-Learning Algorithms in Neural Networks and their Implementation in Parallel Distributed Systems
2001 - 2004 Search of Local Interactions for Improved Generalization in Neural Network Learning
Simultaneous search of model and parameters in pattern recognition systems.
Learning in neural networks
Pattern recognition and signal processing using higher-order statistics
Content-based multimedia database
Statistical pattern recognition
Show all
Papers (188)：
Maniamfu, Pavodi Ndoyi, Kameyama, Keisuke. LSTM-based Forecasting using Policy Stringency and Time-varying Parameters of the SIR Model for COVID-19. 2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA). 2023. 111-116
Huang, Tzu-Jui, Kameyama, Keisuke. Machine Learning Curriculums Generated by Classifier Ensembles. 2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA). 2023. 117-121
Morikawa, Takumi, Kameyama, Keisuke. CNN Model Compression by Merit-Based Distillation. 2023 19th IEEE International Colloquium on Signal Processing & Its Applications (CSPA). 2023. 122-127
Ali, U. A. Md Ehsan, Kameyama, Keisuke. Informative Band Subset Selection for Hyperspectral Image Classification using Joint and Conditional Mutual Information. IEEE Symposium on Computational Intelligence in Remote Sensing (IEEE SSCI 2022). 2022. 573-580
Ali, U. A. Md Ehsan, Kameyama, Keisuke. Joint-Conditional Mutual Information based Feature Subset Selection for Remotely Sensed Hyperspectral Image Classification. Technical Report of IEICE. 2022. 122. 90. 115-122
Model Switching Maneuvers in Pattern Recognition Systems
1999
Lectures and oral presentations (36)：
Lip Video-Assisted Speech Recognition by Feature Exchange in 3DCNN and MLP
(IEICE General Conference 2023)
Data Augmentation using Adversarial Sample Generation
(IEICE General Conference 2023)
Multimodal personal authentication using iris and periocular information by learning combination of classifiers
(Forum on Information Technology 2021 2021)
Neural Network Model Compression by using Teacher Assistant and Distillation with Hint Learning
(Forum on Information Technology 2021 2021)
- 1991 Tokyo Institute of Technology Graduate School, Division of Integrated Science and Engineering Precision Machinery Systems
- 1989 Tokyo Institute of Technology Faculty of Engineering Department of Electric and Electronic Engineering
Professional career (1)：
PhD(Engineering) (Tokyo Institute of Technology)
Committee career (8)：
2011/05 - 現在 電子情報通信学会 (IEICE) ソサイエティ論文誌編集委員 査読委員
2020/07 - 2021/06 NIPC General Chair
2020/07 - 2021/06 NIPC General Chair
2019/06 - 2020/07 国立大学法人情報系センター協議会 幹事長
2018/04 - 2018/09 International Conference on Neural Information Processing (ICONIP 2018) Program Commitee Member
2018/04 - 2018/09 International Conference on Neural Information Processing (ICONIP 2018) Program Commitee Member
2017/04 - 2017/09 International Conference on Neural Information Processing (ICONIP 2017) Program Commitee Member
2017/04 - 2017/09 International Conference on Neural Information Processing (ICONIP 2017) Program Commitee Member
Show all
Association Membership(s) (3)：
Japanese Neural Network Society (JNNS)
, Institute of Electrical and Electronics Engineers (IEEE)
, The Institute of Electronics, Information and Communication Engineers.
