Ye Xiucai

J-GLOBAL         Last updated: Jan 16, 2020 at 02:58
 
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Name
Ye Xiucai
Affiliation
University of Tsukuba
Section
Faculty of Engineering, Information and Systems
Job title
Assistant Professor
ORCID ID
60814001

Research Areas

 
 

Academic & Professional Experience

 
Apr 2018
   
 
Assistant Professor, Faculty of Engineering,Information and Systems, University of Tsukuba
 
Jul 2014
 - 
Mar 2018
Postdoctoral Researcher, Faculty of Engineering,Information and Systems, University of Tsukuba
 
Apr 2014
 - 
Jun 2014
Postdoctoral Researcher, Faculty of Engineering,Information and Systems, University of Tsukuba
 

Education

 
Apr 2010
 - 
Mar 2014
Department of Computer Science, Graduate School of Systems and Information Engnieering, University of Tsukuba
 

Committee Memberships

 
Jan 2019
 - 
Jul 2019
The 2019 International Joint Conference on Neural Networks  Technical Program Committee
 
Nov 2018
 - 
May 2019
The Mobile and Wireless Networks Symposium of IEEE ICC 2019  Technical Program Committee
 
Aug 2018
 - 
May 2019
The 3nd International Conference on Medical and Health Informatics  Poster Chair
 
Jun 2018
 - 
May 2019
The IEICE Transactions on Communications: Special Section on Exploring Drone for Mobile Sensing, Coverage and Communications  Guest Associate Editor
 
Aug 2018
 - 
Feb 2019
The 11th International Conference on Machine Learning and Computing  Technical Program Committee
 

Awards & Honors

 
May 2019
Award from International Conference on Medical and Health Informatics (ICMHI), Excellent Oral Presentation Award
Winner: Xiucai Ye; Hongmin Li; Tetsuya Sakurai; Pei-Wei Shueng
 
Oct 2018
Award from IEEE International Conference on Cloud and Big Data Computing (CBDCom), Best Paper Award, IEEE International Conference on Cloud and Big Data Computing (CBDCom)
Winner: Xiucai Ye; Hongmin Li; Tetsuya Sakurai; Zhi Liu
 
May 2017
Award from International Conference on Medical and Health Informatics (ICMHI), Best Paper Award
Winner: Xiucai Ye; Tetsuya Sakurai
 
X. Ye and T. Sakurai, Unsupervised Feature Learning for Gene Selection in Microarray Data Analysis, Proceeding of the International Conference on Medical and Health Informatics (ICMHI), pp. 101-106, Taichung City, Taiwan, May 20-22, 2017.
Feb 2017
Award from International Conference on Machine Learning and Computing (ICMLC), Excellent Oral Presentation Award, 9th International Conference on Machine Learning and Computing (ICMLC)
Winner: Xiucai Ye; Tetsuya Sakurai
 
X. Ye, and T. Sakurai, Similarity Measure Based on Adaptive Neighbors for Spectral Clustering, Proceeding of the International Conference on Machine Learning and Computing (ICMLC), pp. 405-409, Singapore, February 24-26, 2017.
Feb 2016
Award from International Conference on Machine Learning and Computing (ICMLC), Excellent Oral Presentation Award, 8th International Conference on Machine Learning and Computing (ICMLC)
Winner: Xiucai Ye; Kaiyang Ji; Tetsuya Sakurai
 
X. Ye, K. Ji and T. Sakurai, Unsupervised Feature Selection with Correlation and Individuality Analysis, International Journal of Machine Learning and Computing, vol. 6, No. 1, pp. 36-41, February, 2016

Published Papers

 
Multiclass spectral feature scaling method for dimensionality reduction
Matsuda, M.;Morikuni, Keiichi;Imakura, A.;Ye, X.;Sakurai, T.
Intelligent Data Analysis, accepted      2019   [Refereed]
Multiclass spectral feature scaling method for dimensionality reduction
Matsuda, M.;Morikuni, K.;Imakura, A.;Ye, X.;Sakurai, T.
arXiv:1910.07174 [cs.LG]   1-16   Oct 2019
Distributed Collaborative Feature Selection Based on Intermediate Representation
Ye, Xiucai;Li, Hongmin;Imakura, Akira;Sakurai, Tetsuya
Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19)   4142-4149   Aug 2019   [Refereed]
Ye, Xiucai;Li, Hongmin;Sakurai, Tetsuya;Shueng, Pei-Wei
International Journal of Medical Sciences   16(7) 949-959   Jun 2019   [Refereed]
In recent years, the development and diagnosis of secondary cancer have become the primary concern of cancer survivors. A number of studies have been developing strategies to extract knowledge from the clinical data, aiming to identify important r...
Ruan, Zhiqiang; Ye, Xiucai
IEEE ACCESS   7 42874-42888   Mar 2019   [Refereed]
Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction
Imakura, Akira;Matsuda, Momo;Ye, Xiucai;Sakurai, Tetsuya
The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)   3910-3918   Jan 2019   [Refereed]
Qiang, Xiaoli; Chen, Huangrong; Ye, Xiucai; Su, Ran; Wei, Leyi
FRONTIERS IN GENETICS   9    Oct 2018   [Refereed]
Large Scale Spectral Clustering Using Sparse Representation Based on Hubness
Ye, Xiucai;Li, Hongmin;Sakurai, Tetsuya;Liu, Zhi
Proceeding of the IEEE International Conference on Cloud and Big Data Computing      Oct 2018   [Refereed]
Qiang, Xiaoli; Zhou, Chen; Ye, Xiucai; Du, Pu-Feng; Su, Ran; Wei, Leyi
Briefings in bioinformatics   Epub    Sep 2018   [Refereed]
Cell-penetrating peptides (CPPs) have been shown to be a transport vehicle for delivering cargoes into live cells, offering great potential as future therapeutics. It is essential to identify CPPs for better understanding of their functional mecha...
Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning
Ye, Xiucai;Sakurai, Tetsuya
Journal of Universal Computer Science   24(6) 725-741   Jun 2018   [Refereed]
The analysis of microarray gene expression data to obtain useful information is a challenging problem in bioinformatics. Feature selection is an efficient computational technique in processing the analysis of high-dimensional microarray data. Due ...

Conference Activities & Talks

 
Distributed Collaborative Feature Selection Based on Intermediate Representation
Ye, Xiucai;Li, Hongmin;Akira, Imakura;Sakurai, Tetsuya
28th International Joint Conference on Artificial Intelligence (IJCAI-19)   10 Aug 2019   
最小二乗確率的分類器を用いた多峰性のあるデータに対する特異点検出
与田裕之;今倉暁;松田萌望;叶, 秀彩;櫻井鉄也
第48回数値解析シンポジウム(NAS2019)   10 Jun 2019   
Ensemble Feature Learning to Identify Risk Factors for Predicting Secondary Cancer
Ye, Xiucai;Li, Hongmin;Sakurai, Tetsuya;Shueng, Pei-Wei
International Conference on Medical and Health Informatics (ICMHI2019)   17 May 2019   
Spectral Clustering with Adaptive Similarity Measure in Kernel Space [Invited]
Ye, Xiucai;Sakurai, Tetsuya
International Conference on Soft Computing and Machine Learning (SCML2019)   26 Apr 2019   
Spectral Anomaly Detection in Large Graphs Using a Complex Moment-based Eigenvalue Solver
Futamura, Yasunori;Ye, Xiucai;Imakura, Akira;Sakurai, Tetsuya
2019 International Workshop on Cyber-Physical Systems and Cyber-Resilience   20 Mar 2019   

Association Memberships