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叶 秀彩(ヨウ シュウサイ; Ye, Xiucai)

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所属
システム情報系
職名
助教
研究室
情報数理研究室
研究分野
数理情報学
研究キーワード
特徴選択、クラスタリング、分類、機械学習、 データ解析、無線センサーネットワーク、ネットワークコンピューティング
職歴
2018-04 -- (現在)筑波大学 システム情報系 助教
2014-07 -- 2018-03筑波大学 システム情報系 研究員
2014-04 -- 2014-06筑波大学 システム情報系 博士特別研究員
学歴
2010-04 -- 2014-03筑波大学 システム情報研究科 コンピュータサイエンス専攻修了
取得学位
2014-03博士（工学）筑波大学
所属学協会
2018-12 -- (現在)AAAI
2017-04 -- (現在)CBEES
2014-01 -- (現在)IEEE
受賞
2019-05優秀口頭発表賞ICMHI国際学会の賞
2018-10優秀論文賞IEEE CBDCom国際学会の賞
2017-05優秀論文賞ICMHI国際学会の賞
2017-02優秀口頭発表賞ICMLC国際学会の賞
2016-02優秀口頭発表賞ICMLC国際学会の賞
2014-03筑波大学　専攻長表彰賞
査読付き学術雑誌・国際会議論文
  • Multiclass spectral feature scaling method for dimensionality reduction
    Matsuda M.; Morikuni Keiichi; Imakura A.; Ye X.; Sakurai T.
    Intelligent Data Analysis, accepted, 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)/pp.4142-4149, 2019-8
  • Ensemble Feature Learning to Identify Risk Factors for Predicting Secondary Cancer
    Ye Xiucai; Li Hongmin; Sakurai Tetsuya; Shueng Pei-Wei
    International Journal of Medical Sciences/16(7)/pp.949-959, 2019-06
    PubMed
  • Cost-Optimized Video Dissemination Over Heterogeneous Cloud With SLAs Support
    Ruan Zhiqiang; Ye Xiucai
    IEEE ACCESS/7/pp.42874-42888, 2019-03
  • 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)/pp.3910-3918, 2019-01
  • M6AMRFS: Robust Prediction of N6-Methyladenosine Sites With Sequence-Based Features in Multiple Species
    Qiang Xiaoli; Chen Huangrong; Ye Xiucai; Su Ran; Wei Leyi
    FRONTIERS IN GENETICS/9, 2018-10
    PubMed Tsukuba Repository
  • 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, 2018-10
  • CPPred-FL: a sequence-based predictor for large-scale identification of cell-penetrating peptides by feature representation learning
    Qiang Xiaoli; Zhou Chen; Ye Xiucai; Du Pu-Feng; Su Ran; W...
    Briefings in bioinformatics/Epub, 2018-09
    PubMed
  • Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning
    Ye Xiucai; Sakurai Tetsuya
    Journal of Universal Computer Science/24(6)/pp.725-741, 2018-06
  • Spectral Clustering with Adaptive Similarity Measure in Kernel Space
    Ye Xiucai; Sakurai Tetsuya
    Intelligent Data Analysis/22(4)/pp.751-765, 2018-06
  • Feature Selection Via Embedding Learning Based on Tangent Space Alignment for Microarray Data
    Ye Xiucai; Sakurai Tetsuya
    Journal of Computing Science and Engineering/11(4)/pp.121-129, 2017
  • Unsupervised Feature Learning for Gene Selection in Microarray Data Analysis
    Ye Xiucai; Sakurai Tetsuya
    Proceeding of the International Conference on Medical and Health Informatics (ICMHI)/pp.101-106, 2017-05
  • Similarity Measure Based on Adaptive Neighbors for Spectral Clustering
    Ye Xiucai; Sakurai Tetsuya
    Proceeding of the International Conference on Machine Learning and Computing (ICMLC)/pp.405-409, 2017-02
  • Robust Similarity Measure for Spectral Clustering Based on Shared Neighbors
    Ye Xiucai; Sakurai Tetsuya
    ETRI Journal/38(3)/pp.540-550, 2016
  • Global Discriminant Analysis for Unsupervised Feature Selection with Local Structure Preservation
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    Proceeding of the 29th Florida Artificial Intelligence Research Society Conference (FLAIRS-29)/pp.454-459, 2016-05
  • Spectral Clustering and Discriminant Analysis for Unsupervised Feature Selection
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    Proceeding of the European Symposium on Artificial Neural Networks/pp.563-568, 2016-04
  • Unsupervised Feature Selection with Correlation and Individuality Analysis
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    International Journal of Machine Learning and Computing/6(1)/pp.36-41, 2016
  • Spectral Clustering Using Robust Similarity Measure Based on Closeness of Shared Nearest Neighbors
    Ye Xiucai; Sakurai Tetsuya
    Proceeding of the International Joint Conference on Neural Networks (IJCNN 2015)/pp.1-8, 2015-07
  • LT Codes Based Distributed Coding for Efficient Distributed Storage in Wireless Sensor Networks
    Ye Xiucai; Li Jie; Chen Wen-Tsuen; Tang Feilong
    Proceeding of IFIP Networking Conference/pp.1-9, 2015-5
  • Collecting All Data Continuously in Wireless Sensor Networks with a Mobile Base Station
    Li Jie; Ye Xiucai; Liu Huaibei
    International Journal of Computational Science and Engineering/11(3)/pp.239-248, 2015
  • A Novel Sleep Scheduling Scheme in Green Wireless Sensor Networks
    Zhang Jing; Xu Li; Zhou Shuming; Ye Xiucai
    The Journal of Supercomputing/71(3)/pp.1061-1097, 2015
  • An Efficient Connected Dominating Set Algorithm in WSNS Based on the Induced Tree of the Crossed Cube
    Zhang Jing; Zhou Shuming; Xu Li; Wu Wei; Ye Xiucai
    Applied Mathematics and Computer Science/25(2)/pp.295-309, 2015
  • Distributed Separate Coding for Continuous Data Collection in Wireless Sensor Networks
    Ye Xiucai; Li Jie; Xu Li
    ACM Transactions on Sensor Networks (ACM TOSN)/11(1)/pp.17:1-17:26, 2014
  • Group Data Collection in Wireless Sensor Networks with a Mobile Base Station
    Ye Xiucai; Li Jie; Xu Li
    Proceedings of the IEEE Wireless Communication and Networking Conference (IEEE WCNC 2013)/pp.1151-1156, 2013-4
  • Multi-objective Optimization Based Virtual Resource Allocation Strategy for Cloud Computing
    Xu Li; Zeng Zhibin; Ye Xiucai
    Proceeding of IEEE/ACIS International Conference on Computer and Information Science/pp.56-61, 2012-05
more...
その他の論文・記事
  • Multiclass spectral feature scaling method for dimensionality reduction
    Matsuda M.; Morikuni K.; Imakura A.; Ye X.; Sakurai T.
    arXiv:1910.07174 [cs.LG]/pp.1-16, 2019-10
会議発表等
  • 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)/2019-08-10--2019-08-16
  • 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）/2019-06-10--2019-06-12
  • 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)/2019-05-17--2019-05-19
  • Spectral Clustering with Adaptive Similarity Measure in Kernel Space
    Ye Xiucai; Sakurai Tetsuya
    International Conference on Soft Computing and Machine Learning (SCML2019)/2019-04-26--2019-04-29
  • 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/2019-03-20--2019-03-20
  • 複素モーメント型部分空間を用いた教師あり次元削減法の提案
    今倉 暁; 松田萌望; 叶 秀彩; 櫻井鉄也
    日本応用数理学会 第15回 研究部会連合発表会/2019-03-04--2019-03-05
  • Unsupervised Feature Selection by Data Structure Learning
    Ye Xiucai; Sakurai Tetsuya
    11th International Conference on Machine Learning and Computing/2019-2-22--2019-2-24
  • Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction
    Imakura Akira; Matsuda Momo; Ye Xiucai; Sakurai Tetsuya
    33rd AAAI Conference on Artificial Intelligence / 31st Innovative Applications of Artificial Intelligence Conference / 9th AAAI Symposium on Educational Advances in Artificial Intelligence/2019-01-28--2019-02-01
  • Large Scale Spectral Clustering Using Sparse Representation Based on Hubness
    Ye Xiucai; Li Hongmin; Sakurai Tetsuya; Liu Zhi
    IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)/2018-10-08--2018-10-12
  • 複素モーメント型教師あり次元削減法
    今倉 暁; 松田萌望; 叶 秀彩; 櫻井鉄也
    日本応用数理学会 2018年度 年会/2018-09-03--2018-09-05
  • Ensemble Learning for Risk Factors Identification and Secondary Cancer Diagnosis by Considering Class Imbalance
    Ye Xiucai; Sakurai Tetsuya; Chang Chi-Chang
    International Conference on Medical and Health Informatics/2018-06-08--2018-06-10
  • Spectral clustering and discriminant analysis for unsupervised feature selection
    Ye Xiucai; Sakurai Tetsuya
    International Workshop on Eigenvalue Problems: Algorithms; Software and Applications, in Petascale Computing/2018-03-05--2018-03-06
  • Spectral Clustering for Big Data Analysis
    Ye Xiucai; Sakurai Tetsuya
    第34回ASE (Advanced Supercomputing Environment) 研究会/2017-12-13--2017-12-13
  • Unsupervised Feature Selection for Microarray Gene Expression Data Based on Discriminative Structure Learning
    Ye Xiucai; Sakurai Tetsuya
    Seminar of Fostering Health Big Data, Analytics & Artificial Intelligence (HBAAI)/2017-12-28--2017-12-28
  • Unsupervised Feature Learning for Gene Selection in Microarray Data Analysis
    Ye Xiucai; Sakurai Tetsuya
    International Conference on Medical and Health Informatics (ICMHI 2017)/2017-05-20--2017-05-22
  • Similarity Measure Based on Adaptive Neighbors for Spectral Clustering
    Ye Xiucai; Sakurai Tetsuya
    International Conference on Machine Learning and Computing/2017-02-24--2017-02-26
  • Global Discriminant Analysis for Unsupervised Feature Selection with Local Structure Preservation
    Ye Xiucai
    RIMS 研究集会現象解明に向けた数値解析学の新展開 II/2016-10-19--2016-10-21
  • Spectral Clustering and Discriminant Analysis for Unsupervised Feature Selection
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    TIAかけはしポスター交流会/2016-08-30--2016-08-30
  • Global Discriminant Analysis for Unsupervised Feature Selection with Local Structure Preservation
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    29th Florida Artificial Intelligence Research Society Conference/2016-05-16--2016-05-18
  • Unsupervised Feature Selection with Correlation and Individuality Analysis
    Ye Xiucai; Ji Kaiyang; Sakurai Tetsuya
    International Conference on Machine Learning and Computing/2016-02-22--2016-02-23
  • Spectral Clustering Using Robust Similarity Measure Based on Closeness of Shared Nearest Neighbors
    Ye Xiucai; Sakurai Tetsuya
    International Joint Conference on Neural Networks/2015-07-12--2015-07-17
  • LT Codes Based Distributed Coding for Efficient Distributed Storage in Wireless Sensor Networks
    Ye Xiucai; Li Jie; Chen Wen-Tsuen; Tang Feilong
    IFIP Networking Conference/2015-05-20--2015-05-22
  • Group Data Collection in Wireless Sensor Networks with a Mobile Base Station
    Ye Xiucai; Li Jie; Xu Li
    IEEE Wireless Communication and Networking Conference (IEEE WCNC 2013)/2013-04-07--2013-04-10
  • Multi-objective Optimization Based Virtual Resource Allocation Strategy for Cloud Computing
    Xu Li; Zeng Zhibin; Ye Xiucai
    IEEE/ACIS International Conference on Computer and Information Science/2012-05-30--2012-06-01
  • A Novel Data Collection Scheme for WSNs
    Ye Xiucai
    IEEE 75th Vehicular Technology Conference (IEEE VTC 2012 Spring)/2012-05-06--2012-06-09
more...
担当授業科目
2019-10 -- 2020-02コンピュータサイエンス特別研究筑波大学
2019-04 -- 2019-08コンピュータサイエンス特別研究筑波大学
2019-10 -- 2020-02コンピュータサイエンス特別演習筑波大学
2019-04 -- 2019-08コンピュータサイエンス特別演習筑波大学
2019-04 -- 2019-08コンピュータサイエンス特別演習A筑波大学
2019-10 -- 2020-02コンピュータサイエンス特別演習A筑波大学
2019-10 -- 2020-02ソフトウェアサイエンス実験B筑波大学
2019-10 -- 2020-02コンピュータサイエンス特別研究I筑波大学
2019-04 -- 2019-08コンピュータサイエンス特別研究I筑波大学
2019-10 -- 2020-02コンピュータサイエンス特別研究II筑波大学
more...
授業以外の教育活動
2019-07 -- 2019-07中高生理工系進学応援シンポジウム及びリケジョサイエンス合宿ダイバーシティ・アクセシビリティ・キャリアセンター
学協会等委員
2019-01 -- 2019-07The 2019 International Joint Conference on Neural NetworksTechnical Program Committee
2018-11 -- 2019-05The Mobile and Wireless Networks Symposium of IEEE ICC 2019Technical Program Committee
2018-08 -- 2019-05The 3nd International Conference on Medical and Health InformaticsPoster Chair
2018-06 -- 2019-05The IEICE Transactions on Communications: Special Section on Exploring Drone for Mobile Sensing, Coverage and CommunicationsGuest Associate Editor
2018-08 -- 2019-02The 11th International Conference on Machine Learning and ComputingTechnical Program Committee
2017-08 -- 2018-05The 2nd International Conference on Medical and Health InformaticsTechnical Program Committee
2017-08 -- 2018-02The 10th International Conference on Machine Learning and ComputingTechnical Program Committee
2017-01 -- 2017-08IEEE SOWN 2017Technical Program Committee
2016-08 -- 2017-02The 9th International Conference on Machine Learning and ComputingTechnical Program Committee
2016-01 -- 2016-08IEEE SOWN 2016Technical Program Committee
学内管理運営業績
2019-04 -- (現在)大学院コンピュータサイエンス専攻　国際交流委員会
2019-04 -- (現在)大学院コンピュータサイエンス専攻 CSセミナー担当
2019-04 -- (現在)情報学群　情報科学類 広報企画委員会
2018-04 -- (現在)情報学群　情報科学類　留学生対策委員会

(最終更新日: 2019-08-30)