Browsing 08 Information and Computing Sciences by Author "Li, Jing"

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Browsing 08 Information and Computing Sciences by Author "Li, Jing"

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  • Bian, Wei; Li, Jing; Tao, Dacheng (Springer-Verlag Berlin, 2010)
    Mitchell et al. [9] demonstrated that support vector machines (SVM) are effective to classify the cognitive state of a human subject based on fRMI images observed over a single time interval. However, the direct use of ...
  • Gao, Xiaoshan; Li, Jing; Tao, Dacheng; Li, X (Taiwan Fuzzy Systems Assoc, 2007)
    To measure the fuzziness of fuzzy sets, this paper introduces a distance-based and a fuzzy entropy-based measurements. Then these measurements are generalized to measure the fuzziness of fuzzy partition, namely partition ...
  • Wang, Bing; Gao, Xinbo; Tao, Dacheng; Li, Xuelong; Li, Jing (Springer-Verlag Berlin, 2009)
    This paper represents a new level set method for multiregional image segmentation. It employs the Gabor filter bank to extract local geometrical features and builds the pixel tensor representation whose dimensionality is ...
  • Li, Jing; Li, Xuelong; Tao, Dacheng (Pergamon-Elsevier Science Ltd, 2008)
    In this paper, we kernelize conventional clustering algorithms from a novel point of view. Based on the fully mathematical proof, we first demonstrate that kernel KMeans (KKMeans) is equivalent to kernel principal component ...
  • Li, Jing; Allinson, N; Tao, Dacheng; Li, Xuelong (IEEE-Inst Electrical Electronics Engineers Inc, 2006)
    Relevance feedback (RF) schemes based on support vector machines (SVMs) have been widely used in content-based image retrieval (CBIR). However, the performance of SVM-based RF approaches is often poor when the number of ...