Rchr
J-GLOBAL ID：201701019433059313   Update date: Nov. 19, 2024

YE Xiucai

ヨウ シュウサイ | YE Xiucai
Affiliation and department：
University of Tsukuba Institute of Systems and Information Engineering

About University of Tsukuba Institute of Systems and Information Engineering


Job title： Associate Professor
Research field  (1)： Mathematical informatics
Research keywords  (2)： Feature Selection, Clustering, Classification, Machine Learning, Data Analysis, Bioinformatics, Network Computing ,  Feature Selection, Clustering, Classification, Machine Learning, Data Analysis, Wireless Sensor Networks, Network Computing
Research theme for competitive and other funds  (1)：
  • 2023 - 2028 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
Papers (107)：
  • Shi, Tianyi, Ye, Xiucai, Huang, Dong, Sakurai, Tetsuya. Cancer subtype identification by multi-omics clustering based on interpretable feature and latent subspace learning. METHODS. 2024. 231. 144-153
  • Xi, Wenyu, Wang, Ruheng, Wang, Li, Ye, Xiucai, Liu, Mingyang, Sakurai, Tetsuya. An interpretable deep learning model predicts RNA-small molecule binding sites. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 2024. 159. 557-566
  • Huang, Yirui, Zhang, Jing, Hou, Hongming, Ye, Xiucai, Chen, Yi. GeoPM-DMEIRL: A deep inverse reinforcement learning security trajectory generation framework with serverless computing. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 2024. 154. 123-139
  • Jiao, Shihu, Ye, Xiucai, Sakurai, Tetsuya, Zou, Quan, Liu, Ruijun. Integrated convolution and self-attention for improving peptide toxicity prediction. BIOINFORMATICS. 2024. 40. 5. btae297
  • Cui, Yaxuan, Wei, Leyi, Wang, Ruheng, Ye, Xiucai, Sakurai, Tetsuya. Identification of Spatial Domains, Spatially Variable Genes, and Genetic Association Studies of Alzheimer Disease with an Autoencoder-based Fuzzy Clustering Algorithm. CURRENT BIOINFORMATICS. 2024. 19. 8. 765-776
ｍore...
Patents (1)：
  • 特徴量選択支援装置、特徴量選択支援プログラム及び特徴量選択支援方法
Lectures and oral presentations  (61)：
  • Multi-omics clustering based on interpretable and discriminative features for cancer subtyping
    (IEEE International Conference on Bioinformatics and Biomedicine (BIBM))
  • Multi-view Network Embedding with Structure and Semantic Contrastive Learning
    (IEEE International Conference on Multimedia and Expo (ICME2023))
  • Common and Unique Features Learning in Multi-view Network Embedding
    (International Joint Conference on Neural Networks (IJCNN2023))
  • Improving Prediction of SARS CoV2 Phosphorylation Sites Using Adaptive Learning Embedding Features
    (The 7th International Conference on Medical and Health Informatics (ICMHI 2023))
  • Enhancing Compound Screening Effectiveness in Drug Research by Refining Screening Approaches
    (The 7th International Conference on Medical and Health Informatics (ICMHI 2023))
ｍore...
Education (1)：
  • 2010 - 2014 University of Tsukuba Graduate School of Systems and Information Engnieering Department of Computer Science
Work history (4)：
  • 2018/04 - 2023/12 University of Tsukuba Faculty of Engineering,Information and Systems Assistant Professor
  • 2014/07 - 2018/03 University of Tsukuba Faculty of Engineering,Information and Systems Postdoctoral Researcher
  • 2014/05 - 2014/06 University of Tsukuba Faculty of Engineering,Information and Systems Postdoctoral Researcher
  • 2014/04 - 2014/06 University of Tsukuba Faculty of Engineering,Information and Systems Postdoctoral Researcher
Committee career (66)：
  • 2022/06 - 2023/05 The 7th International Conference on Medical and Health Informatics Technical Program Committee
  • 2022/08 - 2023/02 The 15th International Conference on Machine Learning and Computing Technical Program Committee
  • 2022/09 - 2022/11 The Thirty-Seven AAAI Conference on Artificial Intelligence Program Committee
  • 2022/03 - 2022/06 Technology in Cancer Research & Treatment Special Issue on Medical Informatics in Precision Medicine Guest Editor
  • 2022/03 - 2022/06 Technology in Cancer Research & Treatment Special Issue on Medical Informatics in Precision Medicine (SI) Guest Editor
Show all
Awards (11)：
  • 2019/05 - Excellent Oral Presentation Award Award from International Conference on Medical and Health Informatics (ICMHI)
  • 2019/05 - International Conference ICMHI Excellent Oral Presentation Award
  • 2018/10 - IEEE International Conference on Cloud and Big Data Computing (CBDCom) Best Paper Award Award from IEEE International Conference on Cloud and Big Data Computing (CBDCom)
  • 2018/10 - IEEE International Conference on Cloud and Big Data Computing (CBDCom) IEEE International Conference CBDCom Best Paper Award
  • 2017/05 - Best Paper Award Award from International Conference on Medical and Health Informatics (ICMHI)
Show all
Association Membership(s) (3)：
AAAI ,  CBEES ,  IEEE
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page

TOP

BOTTOM