期刊:
International Conference on Communication Technology Proceedings, ICCT,2012年:861-865
通讯作者:
Zhu, Hong
作者机构:
[Zhu, Hong] Cent China Normal Univ, Acad Comp Sci, Wuhan, Peoples R China.;[Liu, Zhi; Zhang, Zhaoli] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
通讯机构:
[Zhu, Hong] C;Cent China Normal Univ, Acad Comp Sci, Wuhan, Peoples R China.
会议名称:
2012 IEEE 14th International Conference on Communication Technology(2012年第十四届通信技术国际会议(ICCT 2012))
会议时间:
2012-11-09
会议地点:
成都
会议主办单位:
[Zhu, Hong] Cent China Normal Univ, Acad Comp Sci, Wuhan, Peoples R China.^[Zhang, Zhaoli;Liu, Zhi] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
会议论文集名称:
2012 IEEE 14th International Conference on Communication Technology(2012年第十四届通信技术国际会议(ICCT 2012))论文集
摘要:
To deal with the high dimensionality and redundancy of the online writeprint, this paper proposed an ensemble learning approach based on Multiple Probabilistic Reasoning Model. An inverse method of pseudo-random number generator is employed to construct multiple random subspaces, and then the base classifier is trained in each subspace. Finally, each classifier is aggregated to construct a strong ensemble through a combination strategy. The experiment is conducted on a real dataset, focusing on the approach's parameters, sampling rate and granularity of space dividing. The results show that the proposed method is effective and appropriate values of parameters can effectively improve the identification performance of online writeprint.
作者机构:
[Yang, Zongkai; Liu, Qingtang; Zou, Junhua] Huazhong Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Peoples R China.;[Zou, Junhua] Hubei Univ, Fac Educ, Wuhan 430062, Peoples R China.;[Zou, Junhua] Huazhong Normal Univ, Natl Engn Res Ctr E Learning, 152 Luoyu Rd, Wuhan 430079, Peoples R China.
通讯机构:
[Zou, Junhua] H;Huazhong Normal Univ, Natl Engn Res Ctr E Learning, 152 Luoyu Rd, Wuhan 430079, Peoples R China.
关键词:
Authoring tools and methods;Elementary education;Interactive learning environments;Media in education
期刊:
Journal of Computers,2012年7(12):2997-3004 ISSN:1796-203X
通讯作者:
Liu, S.(lsy5918@gmail.com)
作者机构:
[Yang, Zongkai; Liu, Sanya; Liu, Zhi] National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, China;[Meng, Wenting] Department of Computer Science, Central China Normal University, Wuhan, China
作者:
Jianwen Sun(孙建文);Zongkai Yang;Sanya Liu;Pei Wang 0010
期刊:
Journal of Networks,2012年7(2):259-266 ISSN:1796-2056
通讯作者:
Liu, S.(lsy5918@gmail.com)
作者机构:
[Jianwen Sun; Zongkai Yang; Sanya Liu] National Engineering Research Center for E-learning, Central China Normal University, Wuhan, China;[Pei Wang 0010] School of Information Management, Wuhan University, Wuhan, China
作者:
Shi, Yinghui;Yang, Zongkai;Yang, Harrison Hao;Liu, Sanya
期刊:
ACM International Conference Proceeding Series,2012年:209-212
通讯作者:
Shi, Y.(ikki.shi@hotmail.com)
作者机构:
[Shi, Yinghui; Yang, Zongkai; Liu, Sanya] National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, Wuhan, Hubei Province, 430079, China;Department of Curriculum and Instruction, School of Education, State University of New York at Oswego, 7060 State Route 104, Oswego, NY, 13126-3599, United States;[Yang, Harrison Hao] National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, Wuhan, Hubei Province, 430079, China<&wdkj&>Department of Curriculum and Instruction, School of Education, State University of New York at Oswego, 7060 State Route 104, Oswego, NY, 13126-3599, United States
通讯机构:
National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, China
会议名称:
4th International Conference on Internet Multimedia Computing and Service, ICIMCS 2012
期刊:
Proceedings of 2012 International Conference on Modelling, Identification and Control, ICMIC 2012,2012年:708-712
通讯作者:
Dai, Z.(dzc@mail.ccnu.edu.cn)
作者机构:
[Wang, Shengming; Yan, Zhonghua; Dai, Zhicheng] National Engineering Research Center for E-Learning, Central China Normal University, Wuhan Hubei, 430079, China
期刊:
Journal of Computational Information Systems,2012年8(17):7317-7323 ISSN:1553-9105
通讯作者:
Zhang, K.(kaipresent@gmail.com)
作者机构:
[Liu, Sanya; Zhang, Kai; Yang, Zongkai; Wang, Shengming] National Engineering Research Center for E-Learning, Central China Normal University, Wuhan 430079, China
通讯机构:
National Engineering Research Center for E-Learning, Central China Normal University, China
关键词:
Hand posture recognition;Hand posture vocabulary;Integration;Segmentation
作者:
Shi, Yinghui;Yang, Zongkai;Yang, Harrison Hao;Liu, Sanya
期刊:
ACM International Conference Proceeding Series,2012年:213-218
通讯作者:
Shi, Y.(ikki.shi@hotmail.com)
作者机构:
[Shi, Yinghui; Yang, Zongkai; Liu, Sanya] National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, Wuhan, Hubei Province, 430079, China;Department of Curriculum and Instruction, School of Education, State University of New York at Oswego, 7060 State Route 104, Oswego, NY, 13126-3599, United States;[Yang, Harrison Hao] National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, Wuhan, Hubei Province, 430079, China<&wdkj&>Department of Curriculum and Instruction, School of Education, State University of New York at Oswego, 7060 State Route 104, Oswego, NY, 13126-3599, United States
通讯机构:
National Engineering Research Center for E-Learning, Central China Normal University, 152 Luoyu Avenue, China
会议名称:
4th International Conference on Internet Multimedia Computing and Service, ICIMCS 2012
会议时间:
September 9, 2012 - September 11, 2012
会议地点:
Wuhan, China
关键词:
Instructional effectiveness;Interactive whiteboards;Language teaching and learning;Mathematics education;Science education;Teaching strategies and methods
期刊:
ACM International Conference Proceeding Series,2012年:1622-1626
通讯作者:
Li, F.
作者机构:
Department of Computer Science, Central China Normal University, Wuhan, China;National Engineering Research Center for E-Learning, Central China Normal University, Wuhan, China;College of Information Science and Technology, Drexel University, Philadelphia, PA, United States
通讯机构:
National Engineering Research Center for E-Learning, Central China Normal University, China
会议名称:
Proceedings of the 21st ACM international conference on Information and knowledge management