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Structured Support Vector Machine (SVM) is a recently developed extension of the very successful SVM approach, which can efficiently classify structured pattern with maximized margin. This paper presents an initial attempt for phoneme recognition using structured SVM. We simply learn the basic framework of HMMs in configuring the structured SVM. In the preliminary experiments with TIMIT corpus, the...
This paper will describe a new technique to increase the reliability of wafer-level packages (WLPs). The technique enables the placement of a protective coating around the solder balls using a maskless process and provides improved reliability performance as compared to unprotected devices. In addition, the unbonded devices allow for easier handling. This approach also minimizes form factor requirements...
The traditional support vector machine (SVM) often has an over-fitting problem when outliers exit in the training data set. Fuzzy support vector machine (FSVM) provides an effective approach to deal with the problem. It can reduce the effects of outliers by fuzzy membership functions. Choosing a proper fuzzy membership is very important. In this paper, a new fuzzy membership function is proposed to...
The capacity and feature of a large-sized low-voltage switchgear laboratory are presented in this paper. A monitoring and control system is designed for the laboratory with industrial PC as upper computer and PLC as lower computer. The testing process and programming philosophy of switchgear testing are discussed in detail. WinCC configuration software with a human-machine interface (HMI) is used...
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