Projects per year
Personal profile
Education/Academic qualification
Graduate School, Division of Engineering, PhD, Hosei University
… → 1996
Graduate School, Division of Engineering, Master, Hosei University
… → 1993
Faculty of Engineering, Hosei University
… → 1991
External positions
Professor, Tokyo City University
2018 → …
Professor, Nippon Institute of Technology
2011 → 2018
Associate Professor, Nippon Institute of Technology
2009 → 2011
Research Fellow, Japan Society for the Promotion of Science
2008 → 2009
Associate Professor, Kanto Gakuin University
2004 → 2008
Associate Professor, Nippon Institute of Technology
2002 → 2004
専任講師, 日本工業大学
1999 → 2002
Assistant Professor, Nippon Institute of Technology
1998 → 1999
Assistant Professor, Sophia University
1996 → 1998
Science Research Fellow, Japan Society for the Promotion
1994 → 1996
Keywords
- nonlinear engineering
- optimization
- machine learning
- meta-heuristics
- swarm intelligence
- artificial neural networks
- complex system
Research Fields
- Intelligent informatics
- Intelligent robotics
- Kansei informatics
- Communication and network engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 23 Active
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Optimization of deep learning models using evolutionary computation methods based on analog circuits
JINNO, K. (CoPI), 中野 秀洋中野 (CoPI) & 神野 健哉神野 (CoPI)
1/04/24 → …
Project: Subsidies for on-campus educational facilities
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トピックモデルと時空間深層学習を用いたトラフィック予測法に関する研究
JINNO, K. (CoPI), 塩本 公平塩本 (CoPI), 神野 健哉神野 (CoPI) & 大歳 達也大歳 (CoPI)
1/04/23 → …
Project: Subsidies for on-campus educational facilities
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Analysis of latent variables in deep learning and their compositional methods
JINNO, K. (CoPI) & 神野 健哉神野 (CoPI)
1/04/23 → …
Project: Subsidies for on-campus educational facilities
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トピックモデルと時空間深層学習を用いたトラフィック予測法に関する研究
JINNO, K. (CoPI), 塩本 公平塩本 (CoPI), 神野 健哉神野 (CoPI) & 大歳 達也大歳 (CoPI)
1/04/23 → …
Project: Subsidies for on-campus educational facilities
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Dynamics analysis of attractors of large-scale dynamical systems and their relationship with the emergence of swarm intelligence
JINNO, K. (CoPI) & 神野 健哉神野 (CoPI)
1/04/20 → …
Project: Subsidies for on-campus educational facilities
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Feature Generalizability in Shallow Layers of CNN and its Applicability to Transfer Learning
Dai, M. & Jin’no, K., 2026, HCI International 2025 - Late Breaking Papers - 27th International Conference on Human-Computer Interaction, HCII 2025, Proceedings. Mori, H., Asahi, Y., Schmorrow, D. D. & Fidopiastis, C. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 339-348 10 p. (Lecture Notes in Computer Science; vol. 16333 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
The relationship between feature space and images in image classification tasks using CNN
Tamegai, H. & Jin’no, K., 2026, In: Nonlinear Theory and Its Applications, IEICE. 17, 2, p. 455-471 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring latent spaces: A visual comparison of sentence-BERT and GPT-2 models
Izumi, M. & Jin’no, K., 2025, In: Nonlinear Theory and Its Applications, IEICE. 16, 2, p. 233-249 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimizing BERT for Sentiment Classification of Amazon Product Reviews: A Study on Class Imbalance and Misclassification Analysis
Korsakpaisarn, O., Noraset, T., Lapamnuaypol, J. & Jin'no, K., 2025, 2025 20th International Joint Symposium on Artificial Intelligence and Natural Language Processing, iSAI-NLP 2025. Institute of Electrical and Electronics Engineers Inc., (2025 20th International Joint Symposium on Artificial Intelligence and Natural Language Processing, iSAI-NLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Understanding convolutional neural networks through Z-transform: Frequency domain analysis of kernel feature extraction
Togawa, S. & Jin’no, K., 2025, In: Nonlinear Theory and Its Applications, IEICE. 16, 4, p. 878-895 18 p.Research output: Contribution to journal › Article › peer-review
Open Access
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RISP (External organization)
JINNO, K. (Member)
1 Apr 2020 → …Activity: Membership and Support › Membership of committee › International conference management
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電子情報通信学会 (External organization)
JINNO, K. (Member)
1 Apr 2020 → …Activity: Membership and Support › Membership of committee › Management
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2019 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2019) (External organization)
JINNO, K. (Member)
1 Apr 2018 → …Activity: Membership and Support › Membership of committee › International conference management
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IEICE (External organization)
JINNO, K. (Member)
1 Apr 2018Activity: Membership and Support › Membership of committee › Management
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埼玉県立春日部工業高校 (External organization)
JINNO, K. (Member)
1 Apr 2017Activity: Membership and Support › Membership of committee › International Organizations and Public Institutions
Prizes
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Contribution Award: Significant contributions to the management of the NOLTA Society in COVID-19
JINNO, K. (Recipient), Sep 2022
Prize
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Service Award: Devoted Contribution to Operation of NOLTA2019 conference as A General Chair
JINNO, K. (Recipient), Sep 2022
Prize
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