Nakachi Takayuki 仲地孝之

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仲地孝之ナカチタカユキ

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Researcher Number	00628472
Other IDs
Affiliation (Current)	2025: 琉球大学, 情報基盤統括センター, 教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 琉球大学, 情報基盤統括センター, 教授
Review Section/Research Field	Principal Investigator Basic Section 21020:Communication and network engineering-related
Keywords	Principal Investigator エッジAI / 機械学習 / ランダムユニタリ変換 / 秘匿演算 / スパースモデリング / ガウス過程 / プライバシー保護 / エッジAI機械学習

Research Projects
(1 results)
Research Products
(17 results)

Secure edge AI machine learning that works with small amounts of dataPrincipal Investigator
- Principal Investigator
  
  仲地孝之
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 21020:Communication and network engineering-related
- Research Institution
  University of the Ryukyus

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] Network Traffic Anomaly Detection: A Revisiting to Gaussian Process and Sparse Representation2024
- Author(s)
  Yitu Wang, Takayuki Nakachi
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E107.A Issue: 1 Pages: 125-133
- DOI
  10.1587/transfun.2022EAP1161
- ISSN
  0916-8508, 1745-1337
- Year and Date
  2024-01-01
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Journal Article] Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process2023
- Author(s)
  Yitu Wang, Takayuki Nakachi, Wei Wang
- Journal Title
  
  IEEE Transactions on Network and Service Management
  
  Volume: 20 Issue: 2 Pages: 1691-1706
- DOI
  10.1109/tnsm.2022.3218081
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Journal Article] Privacy-Preserving Sparse Data Modeling in Encrypted Domain2022
- Author(s)
  仲地孝之、坂東幸浩
- Journal Title
  
  IEICE ESS Fundamentals Review
  
  Volume: 16 Issue: 2 Pages: 100-114
- DOI
  10.1587/essfr.16.2_100
- ISSN
  1882-0875
- Year and Date
  2022-10-01
- Language
  Japanese
- Open Access
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] プライバシー保護を考慮した線形化カーネル辞書学習2024
- Author(s)
  黒澤一希, 仲地孝之
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] スパース係数の秘匿を考慮した深層展開でのISTAによるLASSO解推定2024
- Author(s)
  由解仁知翔, 仲地孝之
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] 無限幅ニューラルネットワークの秘匿演算に関する考察2023
- Author(s)
  仲地孝之
- Organizer
  第38回信号処理シンポジウム
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] Privacy-preserving Gaussian Process Latent Variable Model for Dimensional Reduction2023
- Author(s)
  Takayuki Nakachi, Yitu Wang
- Organizer
  IEEE International Symposium on Communications and Information Technologies (ISCIT2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] ランダムユニタリ変換を用いた秘匿領域での深層展開によるISTA解推定2023
- Author(s)
  由解仁知翔、仲地孝之、名嘉村盛和
- Organizer
  電子情報通信学会　信学技法
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] A Research on Secure Kernel Dictionary Learning for Sparse Modeling2023
- Author(s)
  Kazuki Kurozawa, Takayuki Nakachi, Morikazu Nakanura
- Organizer
  IEICE International Workshop on Smart Info-Media Systems in Asia (SISA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] プライバシー保護を考慮したスパースモデリングのためのカーネル辞書学習2023
- Author(s)
  黒澤一希, 仲地孝之, 名嘉村盛和
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] スモールデータ駆動機械学習と秘匿演算2023
- Author(s)
  仲地孝之
- Organizer
  大阪電気通信大学情報学研究所視覚情報学講演会
- Invited
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] Privacy Preserving Deep Unrolling Methods for Sparse Signal Recovery2023
- Author(s)
  Nichika Yuge, Takayuki Nakachi, Morikazu Nakamura
- Organizer
  IEICE International Workshop on Smart Info-Media Systems in Asia (SISA2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] ランダムユニタリ変換を用いた秘匿領域での深層展開によるISTA解推定2023
- Author(s)
  由解仁知翔, 仲地孝之, 名嘉村盛和
- Organizer
  電子情報通信学会信号処理研究会
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] プライバシー保護を考慮した少量データ駆動の非線形AI ーガウス過程と秘匿演算ー2023
- Author(s)
  仲地孝之
- Organizer
  日本ソーシャルデータサイエンス学会夏のシンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] Access Control for Privacy-Preserving Gaussian Process Regression2022
- Author(s)
  Takayuki Nakachi、Yitu Wang
- Organizer
  2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] AI機械学習時代のスパースモデリング2022
- Author(s)
  仲地孝之
- Organizer
  第35回回路とシステムワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-22K04089
[Presentation] プライバシー保護を考慮したガウス過程潜在変数モデルの秘匿演算2022
- Author(s)
  仲地孝之、石原裕之
- Organizer
  第37回信号処理シンポジウム
- Data Source
  KAKENHI-PROJECT-22K04089

Nakachi Takayuki 仲地 孝之

仲地 孝之 ナカチ タカユキ

Research Projects

Research Products

Secure edge AI machine learning that works with small amounts of dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Network Traffic Anomaly Detection: A Revisiting to Gaussian Process and Sparse Representation2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Pattern Discovery and Multi-Slot-Ahead Forecast of Network Traffic: A Revisiting to Gaussian Process2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Privacy-Preserving Sparse Data Modeling in Encrypted Domain2022

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Presentation] プライバシー保護を考慮した線形化カーネル辞書学習2024

Author(s)

Organizer

Data Source

[Presentation] スパース係数の秘匿を考慮した深層展開でのISTAによるLASSO解推定2024

Author(s)

Organizer

Data Source

[Presentation] 無限幅ニューラルネットワークの秘匿演算に関する考察2023

Author(s)

Organizer

Data Source

[Presentation] Privacy-preserving Gaussian Process Latent Variable Model for Dimensional Reduction2023

Author(s)

Organizer

Data Source

[Presentation] ランダムユニタリ変換を用いた秘匿領域での深層展開によるISTA解推定2023

Author(s)

Organizer

Data Source

[Presentation] A Research on Secure Kernel Dictionary Learning for Sparse Modeling2023

Author(s)

Organizer

Data Source

[Presentation] プライバシー保護を考慮したスパースモデリングのためのカーネル辞書学習2023

Author(s)

Organizer

Data Source

[Presentation] スモールデータ駆動機械学習と秘匿演算2023

Author(s)

Organizer

Data Source

[Presentation] Privacy Preserving Deep Unrolling Methods for Sparse Signal Recovery2023

Author(s)

Organizer

Data Source

[Presentation] ランダムユニタリ変換を用いた秘匿領域での深層展開によるISTA解推定2023

Author(s)

Organizer

Data Source

[Presentation] プライバシー保護を考慮した少量データ駆動の非線形AI ー ガウス過程と秘匿演算 ー2023

Author(s)

Organizer

Data Source

[Presentation] Access Control for Privacy-Preserving Gaussian Process Regression2022

Author(s)

Organizer

Data Source

[Presentation] AI機械学習時代のスパースモデリング2022

Nakachi Takayuki 仲地孝之

仲地孝之ナカチタカユキ

[Presentation] プライバシー保護を考慮した少量データ駆動の非線形AI ーガウス過程と秘匿演算ー2023