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Browsing by Subject "Fault detection"

Browsing by Subject "Fault detection"

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  • Matsumoto, Shinsuke; Kamei, Yasutaka; Monden, Akito; Matsumoto, Ken-ichi (IEEE, 2007)
    In this paper, we experimentally evaluated the effect of outlier detection methods to improve the prediction performance of fault-proneness models. Detected outliers were removed from a fit dataset before building a model. ...
  • Wen, Xiaoqing; Enokimoto, Kazunari; Miyase, Kohei; Yamato, Yuta; Michael A. Kochte; Kajihara, Seiji; Girard, Patrick; Tehranipoor, Mohammad (IEEE, 2011)
    At-speed scan testing may suffer from severe yield loss due to the launch safety problem, where test responses are invalidated by excessive launch switching activity (LSA) caused by test stimulus launching in the at-speed ...
  • Kamei, Yasutaka; Monden, Akito; Matsumoto, Shinsuke; Kakimoto, Takeshi; Matsumoto, Ken-ichi (IEEE, 2007)
    The goal of this paper is to improve the prediction performance of fault-prone module prediction models (fault-proneness models) by employing over/under sampling methods, which are preprocessing procedures for a fit dataset. ...