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Due to the uncertainty of the business environment and critical competition, financial statement fraud (FSF) risk is higher than in past decades. Most FSF is caused by top managers who have the authority to override the internal controls and deploy de facto power against audit committees. An auditor is the last line of defense to detect FSF. Unfortunately, many auditors lack the expertise and experience...
Thin-film transistor liquid-crystal display (TFT-LCD) manufacturing in Taiwan is booming; and the revenues from the TFT-LCD industry have grown significantly in recent years. One of the main problems in the TFT-LCD manufacturing process is to diagnose faulty products. This study employed support vector machines (SVM) with principal components analysis (PCA) to diagnose root causes in sputtering operations...
For the characteristics of malfunction diagnose system a model to classify fault printing based on reduced support vector machines (RSVM) is discussed. The printing malfunctions have many classes. There are massive datasets used in fraud detection. The support vector machines have been promising methods for classification because of their solid mathematical foundation. However they are not favored...
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