YE XIUCAI 叶秀彩

Researcher Number	60814001
Other IDs
Affiliation (Current)	2025: 筑波大学, システム情報系, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 筑波大学, システム情報系, 准教授 2022: 筑波大学, システム情報系, 助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related Except Principal Investigator Basic Section 60100:Computational science-related
Keywords	Principal Investigator データコラボレーション / 中間表現 / 特徴選択 / active feature selection / feature selection / feature learning Except Principal Investigator 大規模分散データ解析 / 制約付き固有値問題 / 潜在空間生成 / 分散データ解析 / 潜在空間 / 制約条件 / 固有値解析

制約付き固有値問題に基づく局所潜在空間生成とその大規模分散データ解析への応用
- Principal Investigator
  
  櫻井鉄也
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60100:Computational science-related
- Research Institution
  University of Tsukuba
データコラボレーション解析による分散協調特徴量選択手法の研究Principal Investigator
- Principal Investigator
  
  叶秀彩
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  University of Tsukuba

All 2024 2023 2022

All Journal Article Presentation Patent

[Journal Article] CLOP-hERG: The Contrastive Learning Optimized Pre-Trained Model for Representation Learning in Predicting Drug-Induced hERG Channel Blockers2024
- Author(s)
  He Shida、Ye Xiucai、Sakurai Tetsuya
- Journal Title
  
  Medinformatics
  
  Volume: - Issue: 3 Pages: 1-9
- DOI
  10.47852/bonviewmedin42022049
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12144
[Journal Article] FIAMol-AB: A feature fusion and attention-based deep learning method for enhanced antibiotic discovery2024
- Author(s)
  He Shida、Ye Xiucai、Dou Lijun、Sakurai Tetsuya
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: 168 Pages: 107762-107762
- DOI
  10.1016/j.compbiomed.2023.107762
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12144
[Journal Article] Multi-omics clustering for cancer subtyping based on latent subspace learning2023
- Author(s)
  Ye Xiucai、Shang Yifan、Shi Tianyi、Zhang Weihang、Sakurai Tetsuya
- Journal Title
  
  Computers in Biology and Medicine
  
  Volume: 164 Pages: 107223-107223
- DOI
  10.1016/j.compbiomed.2023.107223
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12144
[Journal Article] Interactive gene identification for cancer subtyping based on multi-omics clustering2023
- Author(s)
  Ye Xiucai、Shi Tianyi、Cui Yaxuan、Sakurai Tetsuya
- Journal Title
  
  Methods
  
  Volume: 211 Pages: 61-67
- DOI
  10.1016/j.ymeth.2023.02.005
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12144
[Journal Article] Sequential reinforcement active feature learning for gene signature identification in renal cell carcinoma2022
- Author(s)
  Meng Huang, Xiucai Ye, Akira Imakura, Tetsuya Sakurai
- Journal Title
  
  Journal of Biomedical Informatics
  
  Volume: 128 Pages: 104049-104049
- DOI
  10.1016/j.jbi.2022.104049
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12690, KAKENHI-PROJECT-22K12144
[Journal Article] Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving2022
- Author(s)
  Shang Yifan、Ye Xiucai、Futamura Yasunori、Yu Liang、Sakurai Tetsuya
- Journal Title
  
  Briefings in Bioinformatics
  
  Volume: 23 Issue: 3
- DOI
  10.1093/bib/bbac059
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Patent] 特徴量選択支援プログラム及び特徴量選択支援方法2023
- Inventor(s)
  今倉暁, 叶秀彩, 櫻井鉄也
- Industrial Property Rights Holder
  今倉暁, 叶秀彩, 櫻井鉄也
- Industrial Property Rights Type
  特許
- Filing Date
  2023
- Acquisition Date
  2023
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Common and Unique Features Learning in Multi-view Network Embedding2023
- Author(s)
  Yifan Shang, Xiucai Ye, Tetsuya Sakurai
- Organizer
  International Joint Conference on Neural Networks (IJCNN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Cost-Efficient Integrated Analysis of Distributed Data in Secure Environments2023
- Author(s)
  Sakurai Tetsuya; Imakura Akira; Ye Xiucai; Bogdanova Anna
- Organizer
  SIAM Conference on Computational Science and Engineering (CSE23)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Collaborative Future Selection for Distributed Data2023
- Author(s)
  Ye Xiucai; Imakura Akira; Sakurai Tetsuya
- Organizer
  SIAM Conference on Computational Science and Engineering (CSE23)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Multi-omics clustering based on interpretable and discriminative features for cancer subtyping2023
- Author(s)
  Tianyi Shi, Xiucai Ye, Tetsuya Sakurai
- Organizer
  IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Multi-view Network Embedding with Structure and Semantic Contrastive Learning2023
- Author(s)
  Yifan Shang, Xiucai Ye, Tetsuya Sakurai
- Organizer
  IEEE International Conference on Multimedia and Expo (ICME)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Multiview Network Embedding for Drug-target Interaction Prediction2023
- Author(s)
  Ye Xiucai; Shang Yifan; Futamura Yasunori; Sakurai Tetsuya
- Organizer
  International Conference on Machine Learning and Computing (ICMLC)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144
[Presentation] Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering2022
- Author(s)
  Weihang Zhang, Xiucai Ye, Testuya Sakurai
- Organizer
  International Joint Conference on Neural Networks (IJCNN)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K12144

1. 櫻井鉄也 (60187086)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 二村保徳 (30736210)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 今倉暁 (60610045)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. BOGDANOVA ANNA (70924463)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

YE XIUCAI 叶 秀彩

Research Projects

Research Products

Co-Researchers

制約付き固有値問題に基づく局所潜在空間生成とその大規模分散データ解析への応用

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

データコラボレーション解析による分散協調特徴量選択手法の研究Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] CLOP-hERG: The Contrastive Learning Optimized Pre-Trained Model for Representation Learning in Predicting Drug-Induced hERG Channel Blockers2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] FIAMol-AB: A feature fusion and attention-based deep learning method for enhanced antibiotic discovery2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Multi-omics clustering for cancer subtyping based on latent subspace learning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Interactive gene identification for cancer subtyping based on multi-omics clustering2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sequential reinforcement active feature learning for gene signature identification in renal cell carcinoma2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving2022

Author(s)

Journal Title

DOI

Data Source

[Patent] 特徴量選択支援プログラム及び特徴量選択支援方法2023

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Acquisition Date

Data Source

[Presentation] Common and Unique Features Learning in Multi-view Network Embedding2023

Author(s)

Organizer

Data Source

[Presentation] Cost-Efficient Integrated Analysis of Distributed Data in Secure Environments2023

Author(s)

Organizer

Data Source

[Presentation] Collaborative Future Selection for Distributed Data2023

Author(s)

Organizer

Data Source

[Presentation] Multi-omics clustering based on interpretable and discriminative features for cancer subtyping2023

Author(s)

Organizer

Data Source

[Presentation] Multi-view Network Embedding with Structure and Semantic Contrastive Learning2023

Author(s)

Organizer

Data Source

[Presentation] Multiview Network Embedding for Drug-target Interaction Prediction2023

Author(s)

Organizer

Data Source

[Presentation] Ensemble Learning for Cluster Number Detection Based on Shared Nearest Neighbor Graph and Spectral Clustering2022

Author(s)

Organizer

YE XIUCAI 叶秀彩