allocate the newly issued ordinary shares, whether in single or sequential allocation. In any case, the aggregate number of newly issued ordinary shares to be allocated to specific persons under the Private

from data analytics, enabled banks to target, attract and engage customers using more sophisticated techniques. Banks cooperated with potential partners across industries to gain new opportunities and

segment. o With two sequential quarters yielding triple digit EBITDA/ton, We are confident to hence- forth report the same for FY 2017. Figure 5: Annual Business Segments-Production Volume and Core EBITDA 7

-2023 ~600kta ROCE 13-15% ~400-450 Adopting best in class international practices Going forward, our MD&A reporting will reflect the Reported EBITDA & Underlying EBITDA in a sequential manner, moving away

(ThaiCERT). Given the more sophisticated cyber risks, financial institutions as service providers, and customers as users, are increasingly vulnerable to losses. In terms of cyber security readiness, however

sophisticated machine learning. JEL Classification: C45, G34, M14 Keywords: corporate culture, board gender diversity, female directors, corporate governance, machine learning, textual analysis, agency theory 2

but not limited to: (1) allocating the newly issued ordinary shares whether in a single or sequential allocations, determining the period of the offering, payment, conditions and other details in

volatility, effectively assume this risk. Structured securities are complex instruments, typically involve a high degree of risk and are intended for sale only to sophisticated investors who are capable of

responsibilities of ownership are appropriately and fully delivered in their interests and on their behalf by those agents. As sophisticated investors with influence, often including voting rights, institutional

, businesses and payment have shifted into the digital realm. Meanwhile, cyber threats have become more sophisticated, as seen from their application of state- of-the-art technologies. Against this backdrop