Shiomoto Kohei 塩本公平

Researcher Number	00535750
Other IDs	https://orcid.org/0000-0003-2968-2060
Affiliation (Current)	2024: 東京都市大学, 情報工学部, 教授
Affiliation (based on the past Project Information) *help	2020 – 2024: 東京都市大学, 情報工学部, 教授 2017 – 2019: 東京都市大学, 知識工学部, 教授
Review Section/Research Field	Principal Investigator Basic Section 60060:Information network-related / Information network Except Principal Investigator Basic Section 60060:Information network-related
Keywords	Principal Investigator 機械学習 / 時空間 / 人流 / 情報ネットワーク / 時空間深層学習 / 深層学習 / 通信トラフィック予測 / 人流分析 / トラフィック計測 / トピックモデル … More / トラフィック予測 / トラヒック分析 / HTTP / 教師あり学習 / パケットキャプチャ / Webサービス / Web通信サービス特定 / ラベル付与 / 特徴量 / 半教師あり学習 / サービスタイプ特定 / Web通信トラフィック / 暗号化 / 人流・交通流 / 時空間移動 / 第五世代モバイル網 / パターンマイニング / 予測 / モバイル / 資源割当 / モバイル網 / ネットワーク仮想化 / データマイニング / 移動予測 / モバイル通信 / 資源割り当て / 系列パターンマイニング / 移動データ / モデル予測制御 / モバイルネットワーク … More Except Principal Investigator 強化学習 / ランダムパターン / ジョブスケジューリング / デッドライン付きデータ転送 / ランダム性 / 機械学習 / スケジューリング / デッドラインアウェア / メッセージ分割 / QoS保証 / トラヒック制御 / ビット誤り / ペイロード長 / IoT / LPWAN Less

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Principal Investigator
- Principal Investigator
  
  塩本公平
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Tokyo City University
Traffic control for QoS guarantee in LPWANs during message segmentation
- Principal Investigator
  
  池川隆司
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Waseda University
Scheduling method for data transfer of jobs with deadlines based on reinforcement learning
- Principal Investigator
  
  栗本崇
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  National Institute of Informatics
Study on identifying HTTP communication service type over encrypted transport layerPrincipal Investigator
- Principal Investigator
  
  Kohei Shiomoto
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60060:Information network-related
- Research Institution
  Tokyo City University
Anticipatory resource optimization based on model predictive control in virtual mobile networksPrincipal Investigator
- Principal Investigator
  
  Shiomoto Kohei
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Information network
- Research Institution
  Tokyo City University

All 2023 2021 2020 2019 2018

All Journal Article Presentation

[Journal Article] Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples2023
- Author(s)
  Kohei Shiomoto
- Journal Title
  
  Journal of Network and Systems Management
  
  Volume: 31 Issue: 1 Pages: 1-22
- DOI
  10.1007/s10922-022-09698-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11950
[Journal Article] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリングにおける無効ジョブの選別性能について2023
- Author(s)
  匂阪竜也,　塩本公平,　栗本　崇
- Journal Title
  
  電子情報通信学会コミュニケーションクオリティ研究会（CQ）
  
  Volume: vol. 123, no. 33 Pages: 1-6
- Data Source
  KAKENHI-PROJECT-22K12004
[Journal Article] On the performance of screening invalid jobs using the policy gradient method in deadline-aware data transfer scheduling2023
- Author(s)
  Sagisaka Tatsuya、Shiomoto Kohei、Kurimoto Takashi
- Journal Title
  
  14th International Conference on Network of the Future(nof2023), 2023
  
  Volume: - Pages: 52-56
- DOI
  10.1109/nof58724.2023.10302803
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12004
[Journal Article] 暗号化されたWebサービス推定のためのFew-shot Learningにおけるラベル付与法に関する検討2021
- Author(s)
  吉田祥太, 江口優, 塩本公平
- Journal Title
  
  電子情報通信学会技術研究報告 Online edition: ISSN 2432-6380
  
  Volume: Volume 120, Number 109
- Data Source
  KAKENHI-PROJECT-19K11950
[Journal Article] Intrusion Detection System using Semi-Supervised Learning with Adversarial Autoencoder2020
- Author(s)
  Kazuki Hara and Kohei Shiomoto
- Journal Title
  
  Proceedings of IEEE/IFIP Network Operations and Management Symposium (NOMS 2020)
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11950
[Journal Article] Research Challenges for Network Function Virtualization - Re-Architecting Middlebox for High Performance and Efficient, Elastic and Resilient Platform to Create New Services -2018
- Author(s)
  Kohei Shiomoto
- Journal Title
  
  IEICE Trans. Commun.
  
  Volume: E101.B Issue: 1 Pages: 96-122
- DOI
  10.1587/transcom.2017EBI0001
- NAID
  130006301163
- ISSN
  0916-8516, 1745-1345
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H07156
[Presentation] On the performance of screening invalid jobs using the policy gradient method in deadline-aware data transfer scheduling2023
- Author(s)
  Shiomoto Kohei
- Organizer
  14th International Conference on Network of the Future(nof2023), 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12004
[Presentation] A Study on Genetic Trajectory Search Engine For Large-Scale Human Data2023
- Author(s)
  Rei Koyama, Kohei Shiomoto
- Organizer
  International Conference on Emerging Technologies for Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28077
[Presentation] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリングにおける無効ジョブの選別性能について2023
- Author(s)
  塩本浩平
- Organizer
  電子情報通信学会コミュニケーションクオリティ研究会（CQ）
- Data Source
  KAKENHI-PROJECT-22K12004
[Presentation] A Study on Features for Internet Security Analysis Using Machine Learning2023
- Author(s)
  Tomoaki Koyama, Kohei Shiomoto
- Organizer
  International Conference on Emerging Technologies for Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28077
[Presentation] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリングにおける無効ジョブの選別性能について2023
- Author(s)
  匂阪竜也、塩本公平、栗本　崇
- Organizer
  電子情報通信学会CQ研究会
- Data Source
  KAKENHI-PROJECT-22K12004
[Presentation] Intrusion Detection System using Semi-Supervised Learning with Adversarial Autoencoder2020
- Author(s)
  Kazuki Hara and Kohei Shiomoto
- Organizer
  IEEE/IFIP Network Operations and Management Symposium (NOMS2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11950
[Presentation] Spatio-temporal human mobility prediction based on trajectory data mining for resource management in mobile communication networks2019
- Author(s)
  Shingo Enami, Kohei Shiomoto
- Organizer
  IEEE International Conference on High Performance Switching and Routing (HPSR) 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H07156
[Presentation] Adversarial Autoencoderを用いた半教師あり学習によるネットワーク侵入検知システムの検討2019
- Author(s)
  原和希　塩本公平
- Organizer
  電子情報通信学会　信学技報　2019年3月　ＮＳ研究会
- Data Source
  KAKENHI-PROJECT-19K11950
[Presentation] 頻出系列パターンマイニング基づく時空間の移動体予測2018
- Author(s)
  榎波、塩本
- Organizer
  電子情報通信学会ソサイエティ大会
- Data Source
  KAKENHI-PROJECT-17H07156
[Presentation] ミクロスケールとマクロスケールのモビリティを考慮した人流・交通流の分析予測技術の研究2018
- Author(s)
  榎波晨悟、斎藤健太、塩本公平
- Organizer
  電子情報通信学会NS研究会
- Data Source
  KAKENHI-PROJECT-17H07156
[Presentation] ミクロスケールとマクロスケールのモビリティを考慮した人流・交通流の分析予測技術の研究2018
- Author(s)
  榎波晨悟、斎藤健太、阿部圭佐、塩本公平
- Organizer
  電子情報通信学会総合大会
- Data Source
  KAKENHI-PROJECT-17H07156
[Presentation] Towards Data-Driven Management of the Internet and Cloud in 5G/IoT Era2018
- Author(s)
  Kohei Shiomoto
- Organizer
  ai net conference 2018
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H07156

1. 池川隆司 (00721804)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 塩田茂雄 (70334167)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 栗本崇 (80768185)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
4. 神野健哉 (50286762)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 大歳達也 (60804458)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Shiomoto Kohei 塩本 公平

Research Projects

Research Products

Co-Researchers

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Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Traffic control for QoS guarantee in LPWANs during message segmentation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Scheduling method for data transfer of jobs with deadlines based on reinforcement learning

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Study on identifying HTTP communication service type over encrypted transport layerPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Anticipatory resource optimization based on model predictive control in virtual mobile networksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Network Intrusion Detection System Based on an Adversarial Auto-Encoder with Few Labeled Training Samples2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリ ングにおける無効ジョブの選別性能について2023

Author(s)

Journal Title

Data Source

[Journal Article] On the performance of screening invalid jobs using the policy gradient method in deadline-aware data transfer scheduling2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 暗号化されたWebサービス推定のためのFew-shot Learningにおけるラベル付与法に関する検討2021

Author(s)

Journal Title

Data Source

[Journal Article] Intrusion Detection System using Semi-Supervised Learning with Adversarial Autoencoder2020

Author(s)

Journal Title

Data Source

[Journal Article] Research Challenges for Network Function Virtualization - Re-Architecting Middlebox for High Performance and Efficient, Elastic and Resilient Platform to Create New Services -2018

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Presentation] On the performance of screening invalid jobs using the policy gradient method in deadline-aware data transfer scheduling2023

Author(s)

Organizer

Data Source

[Presentation] A Study on Genetic Trajectory Search Engine For Large-Scale Human Data2023

Author(s)

Organizer

Data Source

[Presentation] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリ ングにおける無効ジョブの選別性能について2023

Author(s)

Organizer

Data Source

[Presentation] A Study on Features for Internet Security Analysis Using Machine Learning2023

Author(s)

Organizer

Data Source

Shiomoto Kohei 塩本公平

[Journal Article] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリングにおける無効ジョブの選別性能について2023

[Presentation] デッドラインアウェアなジョブのポリシー勾配法を用いたスケジューリングにおける無効ジョブの選別性能について2023