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Takumi Asakura, Wataru Yashima, Kouki Suzuki and Makoto Shimotou
Product delivery via logistic systems is becoming more efficient, rapidly and continuously bringing products to the customer. The continuous operation of logistic equipment, however, can lead to mechanical stoppages due to excessive use. To avoid system ...
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Yefang Sun, Jun Gong and Yueyi Zhang
Data imbalance is a common problem in classification tasks. The Mahalanobis-Taguchi system (MTS) has proven to be promising due to its lack of requirements for data distribution. The MTS is a binary classifier. However, multi-classification problems are ...
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Liangliang Cheng, Vahid Yaghoubi, Wim Van Paepegem and Mathias Kersemans
Mahalanobis distance (MD) is a well-known metric in multivariate analysis to separate groups or populations. In the context of the Mahalanobis-Taguchi system (MTS), a set of normal observations are used to obtain their MD values and construct a reference...
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Hamzah Sakeran, Noor Azuan Abu Osman, Mohd Shukry Abdul Majid, Mohd Hafiz Fazalul Rahiman, Wan Zuki Azman Wan Muhamad and Wan Azani Mustafa
Gait analysis is recognized as a method used in quantifying gait disorders and in clinical evaluations of patients. However, the current guidelines for the evaluation of post anterior cruciate ligament reconstruction (ACLR) patient outcomes are primarily...
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