Youxi Wu

IMG_1921-337x450Dr. Youxi Wu, Professor,

School of Artifical Intelligence,

Hebei University of Technology

405#, School of Computer Science and Software,

Hebei University of Technology

Beichen District,

Tianjin, 300401, China

 

Email: wuc567 at 163 dot com

 

Brief Biography:

He, born in 1974, Ph. D., is a Professor of Computer Science at Hebei University of Technology. He was a Visiting Scholar in department of Computer Science, University of Vermont from 2009 to 2010 and is a Visiting Scholar in department of Computer Science and Technology, Wright State University (2015-2016). His areas of interest are data mining and machine learning.  He is a Senior Member of CCF. He is a Member of The University Academic Committee & Vice Chairman of The School Academic Committee.

 

Selected Academic Activities:

  • Journal Reviewer:
    Knowledge and Information Systems(KAIS)
    IEEE Transactions on Emerging Topics in Computational Intelligence
    Knowledge-Based Systems(KBS)
    Journal of Information Science(JIS)
    IEEE Access
    Multimedia Tools and Applications (MTAP)
    Advances in Artificial Neural Systems
    Chinese Journal of Computers
    Acta Automatica Sinica
    Journal on Communications
    System Engineering Theory and Practice
    Computer Science
  • PC Member:
    International Joint Conference on Neural Networks (IJCNN) 2016
    International Conference on Data Mining (ICDM) PhD forum 2015
  • Technical Program Committee:
    International Conference on Information Technology and Applications (ITA 2018)

 

Visiting Scholar:

  • Wright State University (Oct. 2015-Oct. 2016)
  • University of Vermont (Aug. 2009 – Aug. 2010)

 

Education:

  • PhD, School of Electrical Engineering and Automation, Hebei University of Technology, 2007.
  • Master, School of Computer Science and Software, Hebei University of Technology, 2002.

 

Honors and Awards:

  • Third class award of Science and Technology Progress of Tianjin Government (Grant No. 2008JB-3-132) in 2008
  • Third class award of Science and Technology Progress of Hebei Government in 2002.

 

Publications:

2018

[1]Youxi Wu, Yao Tong, Xingquan Zhu, Xindong Wu. NOSEP: Nonoverlapping Sequence Pattern Mining with Gap Constraints. IEEE Transactions on Cybernetics. 2018, 48(10):2809-2822. (pdf) (source codes)

[2] Youxi Wu, Shasha Li, Jingyu Liu, Lei Guo, Xindong Wu. NETASPNO: Approximate strict pattern matching under nonoverlapping condition. IEEE Access. 2018, 6(1):24350-24361. (source codes pdf)

[3] Yan Li, Hongyan Zhang, Huaizhong Zhu, Jianwei Li, Wenjie Yan, Youxi Wu. IBAS: Index based A-star. IEEE Access. 2018, 6(1): 11707-11715. (pdf)

[4]Youxi Wu, Yuehua Wang, Jingyu Liu, Ming Yu, Jing Liu, Yan Li. Mining distinguishing subsequence patterns with nonoverlapping condition. Cluster Computing. https://doi.org/10.1007/s10586-017-1671-0 . Accepted

[5]Xin Chai, Dan Yang, Jingyu Liu, Yan Li, Youxi Wu. Top-k sequence pattern mining with non-overlapping condition. Filomat. 2018, 32(5): 1703-1710.

[6]Youxi Wu, Shengyuan Shi, Jingyu Liu, Huaizhong Zhu. ADL-RAID: Energy-saving data layout for dynamic loads. Computer Systems Science & Engineering. 2018, 33(5): 309-316.

[7]Wenjie Yan, Mengjing Cao, Youxi Wu, Jun Zhang. Greedy Game Algorithms for Solving SET K-Cover Problem in HWSNs. IEEE Access, 2018, 6: 65604-65619.

2017

[1]Youxi Wu, Yao Tong, Xingquan Zhu, Xindong Wu. NOSEP: Nonoverlapping Sequence Pattern Mining with Gap Constraints. IEEE Transactions on Cybernetics. DOI (identifier) 10.1109/TCYB.2017.2750691  Abstract, Data sets, and Source codes.      (PDF)

[2]Youxi Wu, Cong Shen, He Jiang, Xindong Wu. Strict pattern matching under non-overlapping condition. Science China Information Sciences. 2017, 60 (1):012101:1-16.   Read Online  (PDF) (Source codes)

[3]Youxi Wu, Kun Zhou, Jingyu Liu, He Jiang, Xindong Wu. Mining Sequential Patterns with Periodic General Gap Constraints. Chinese Journal of Computers.  2017, 40(6): 1338-1352. (PDF) (Source codes)

[4] Youxi Wu, Dong Liu, He Jiang.  Length-Changeable Incremental Extreme Learning Machine. Journal of Computer Science and Technology. 2017, 32(3): 630–643.  (PDF)   (source codes)

2016

[1]Dong liu, Youxi Wu*, He Jiang. FP-ELM: An Online Sequential Learning Algorithm for Dealing with Concept Drift. Neurocomputing. 2016, 207(26): 322–334  (PDF)

[2]Youxi Wu, Zhiqiang Tang, He Jiang, Xindong Wu. Approximate Pattern Matching with Gap Constraints. Journal of Information Science. 2016, 42(5): 639–658   (PDF)  (Source codes)

[3]Yongfeng Dong, Jingyu Liu, Jie Yan, Hongpu Liu, and Youxi Wu. HS-RAID2: Optimizing Small Write Performance in HS-RAID, Journal of Electrical and Computer Engineering, vol. 2016, Article ID 7341735, 8 pages, 2016. doi:10.1155/2016/7341735.

 

2015

[1]Youxi Wu, Shuai Fu, He Jiang, Xindong Wu. Strict approximate pattern matching with general gaps. Applied Intelligence.  2015, Volume 42, Issue 3, pp 566-580. (PDF) (Source codes)

[2]Xin Chai, Xiaofei Jia, Youxi Wu, He Jiang, Xindong Wu. Strict Pattern Matching with General Gaps and One-off Condition. Journal of Software.  2015, 26(5):1096−1112.     (PDF) (Source codes)

[3]Yan Li , You-xi Wu, Chun-ping Huang, Zhi-ying Zhang, Zhen-xiang Zeng. A Nettree for maximum disjoint paths with length constraint in DAGs. Journal on Communications.  2015, 36(8): 38-49

 

2014

[1]Youxi Wu, Lingling Wang, Jiadong Ren, Wei Ding, Xindong Wu. Mining Sequential Patterns with Periodic Wildcard Gaps. Applied Intelligence  Volume 41, Issue 1 (2014), Page 99-116  (PDF) (Source codes)
[2]He JIANG, JiFeng XUAN, ZhiLei REN, YouXi WU, XinDong WU. Misleading Classification. Science China Information Sciences. 2014, Volume 57, Issue 5, pp 1-17

 

2013

[1]Youxi Wu, Yawei Liu, Lei Guo, Xindong Wu.  Subnettrees for Strict Pattern Matching with General Gaps and Length Constraints.  Journal of Software.  2013, 24(5): 915-932   (PDF) (Source codes)
[2]Xin Chai, Jinyao Sun, Lei Guo, Youxi Wu. Feature Gene Selection Based on Improved Binary Particle Swarm Optimization Algorithm and its Application in Detection of Colon Cancer. Computer Science. 2013, 40(7): 239-243

2012
[1] Yan Li, Le Sun, Huaizhong Zhu, Youxi Wu*. A Nettree for Simple Paths with Length Constraint and the Longest Path in Directed Acyclic Graphs. Chinese Journal of Computers. 2012, 35(10):2194-2203 (EI: 20124715691624) (PDF)
[2] Youxi Wu, Dandan Hou, Jianman Li,Shaohua Mi. Research on Attribute-weighting Cluster Algorithm. Journal of Chinese Computer Systems. 2012, 33(3):651-654
[3] Youxi Wu,Jianman Li,Shaohua Mi,Dandan Hou. Research on Self-adapting digital filter. Computer Engineering and Applications. 2012, 48 (2): 145-147
[4] Fan Min, Youxi Wu, Xindong Wu.The Apriori property of sequence pattern mining with wildcard gaps. International Journal Functional Informatics and Personalised Medicine. 2012, 4(1): 15–31
[5]Lei Guo, Youxi Wu, Ying Li, Guizhi Xu, Lei Zhao, Youhua Wang. Tissue detection in MR images based on an improved SVM. 2012 6th International Conference on Electromagnetic Field Problems and Applications, ICEF’2012. 2012. EI:20124615670039

2011
[1] Youxi Wu, Xindong Wu, He Jiang, Fan Min. A Heuristic Algorithm for MPMGOOC. Chinese Journal of Computers. 2011, 34(8): 1452- 1462 . EI: 20113714332528  (PDF) (Source codes)
[2] He Jiang, Shuyan Zhang, Jifeng Xuan, Youxi Wu. Frequency Distribution based Hyper-Heuristic for the Bin-Packing Problem. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2011). 118-129. EI:
[3] Lei Guo, Youxi Wu, Lei Zhao, Ting Cao, Weili Yan, Xueqin Shen. Classification of mental task from EEG signals using immune feature weighted support vector machines. IEEE Transactions on Magnetics. 2011, 47(5): 866-869. SCI&EI:
[4] Lei Guo, Lei Zhao, Youxi Wu, Ying Li, Guizhi Xu, Qingxin Yan. Tumor detection in MR images using one-class immune feature weighted SVMs. IEEE Transactions on Magnetics. 2011, 47(10): 3849-3852. SCI&EI:
[5] Wei Ding, Tomasz F Stepinski, Yang Mu, Lourenço P C Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu. Subkilometer crater discovery with boosting and transfer learning. ACM Transactions on Intelligent Systems and Technology. 2011, 2(4): 39~64. SCI&EI

2010
[1] Youxi Wu, Xindong Wu, He Jiang, Fan Min. A nettree for approximate maximal pattern matching with gaps and one-off constraint. Proceedings of the 22th International Conference on Tools with Artificial Intelligence (ICTAI 2010), 2010 : 38-41. EI: 20110413611565
[2] Youxi Wu, Xindong Wu, Fan Min, Yan Li. A Nettree for pattern matching with flexible wildcard constraints. 2010 IEEE International Conference on Information Reuse and Integration (IRI2010), 2010: 109 – 114. EI: 20104213312186
[3] Fan Min, Youxi Wu, Xindong Wu. The Apriori Property of Sequence Pattern Mining with Wildcard Gaps. IEEE International Conference on Bioinformatics & Biomedicine (IEEE BIBM 2010). 2010: 138-143.EI: 20110913708827
[4] Wei Ding, Tomasz F Stepinski, Lourenço P C Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao. Automatic detection of craters in planetary images: an embedded framework using feature selection and boosting. Conference on Information and Knowledge Management (ICKM 2010), 2010: 749-758.
[5]Lei Guo, Youxi Wu, Ting Cao, Weili Yan, Xueqin Shen. Classification of mental task from EEG signals using immune feature weighted support vector machine. Digests of the 2010 14th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2010. 2010. EI:20103013091725

 

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