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Fuzzy logic in exploring data effects: A way to unveil uncertainty in eeg feedback

  • Fang Zheng*
  • , Bin Hu
  • , Li Liu
  • , Tingshao Zhu
  • , Yongchang Li
  • , Yanbin Qi
  • *此作品的通讯作者
  • Lanzhou University
  • Birmingham City University
  • University of Chinese Academy of Sciences

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To unveil effects of data sets with uncertainty, we develop a method applying fuzzy logic to determine data weights in fuzzy inference. Preferable adjustments of initial weight assignment shall be obtained by comparison of assumptions' truth grade values with practical effectiveness evaluation. We apply this method in the process of implying patients' depressive mood for the user case study of developing antidepressant multimedia therapy and evaluate its veracity. According to users' feedback, iterative application of this method may leads to further understanding of EEG data's effects in user context.

源语言英语
主期刊名Digital Human Modeling - Second International Conference, ICDHM 2009 - Held as Part of HCI International 2009, Proceedings
754-763
页数10
DOI
出版状态已出版 - 2009
已对外发布
活动2nd International Conference on Digital Human Modeling, ICDHM 2009. Held as Part of HCI International 2009 - San Diego, CA, 美国
期限: 19 7月 200924 7月 2009

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5620 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd International Conference on Digital Human Modeling, ICDHM 2009. Held as Part of HCI International 2009
国家/地区美国
San Diego, CA
时期19/07/0924/07/09

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