litigation outcomes. Based on 171 PPP litigation cases from China Judgements Online within 2013-2018, the research identified 17 … legal factors and explained how these factors influence the litigation outcomes, which are named as “prediction approach” in … terminating the contract unilaterally. To some extent, if parties consider the case litigation outcome, they are more likely …

We demonstrate the value of machine learning in accounting through a detailed examination of litigation risk, an … prediction of litigation risk, with hourglass-shaped and convolutional neural networks the most effective. The improvements are … substantial, and are driven by increased precision, the most salient attribute of litigation estimates in the accounting …

-acquired" characteristics to predict the chances that the patent will be involved in litigation. This comment critiques Professor Chien's model …