Sequential pattern mining of multimodal data streams in dyadic interactions

  title={Sequential pattern mining of multimodal data streams in dyadic interactions},
  author={Damian Fricker and Hui Min Zhang and Chen Yu},
  journal={2011 IEEE International Conference on Development and Learning (ICDL)},
In this paper we propose a sequential pattern mining method to analyze multimodal data streams using a quantitative temporal approach. While the existing algorithms can only find sequential orders of temporal events, this paper presents a new temporal data mining method focusing on extracting exact timings and durations of sequential patterns extracted from multiple temporal event streams. We present our method with its application to the detection and extraction of human sequential behavioral… CONTINUE READING
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