This article describes how the most widely used clustering, k-means, is prone to fall into a local optimum. Notably, traditional clustering approaches are directly performed on private data and fail to cope with malicious attacks in massive data mining tasks against attackers' arbitrary...

Receiving punishment from regulators for corporate fraud can affect financing contracts between a firm and its bank, as both the firm's credit risk and information risk increase after punishment. By focusing on Chinese firms' borrowing behavior after events of corporate fraud, we find that...

This study investigates changes in foreign analyst behavior before and after Chinese New Accounting Standards was implemented during 2007. The empirical results show that after the new accounting standards were implemented, forecast error among foreign analysts decreased in both absolute and...

As one of the channels by which board directors build important relationships, board networks can affect the governance role of independent directors. Defining director board networks as their connections based on direct ties they establish when serving on at least one common board, this paper...

Distinct from the literature on the effects that management earnings forecasts (MEFs) properties, such as point, range and qualitative estimations, have on analyst forecasts, this study explores the effects of selective disclosure of MEFs. Under China's mandatory disclosure system, this study...

This paper examines the relationship between accounting information quality and capital investment choice from the perspective of accounting information's governance function. Measuring capital investment choice as the correlation of growth of operating income between company and industry, this...

As one of the channels by which board directors build important relationships, board networks can affect the governance role of independent directors. Defining director board networks as their connections based on direct ties they establish when serving on at least one common board, this paper...