TY - BOOK AU - Abedin, Mohammad Zoynul AU - Hassan, M. Kabir AU - Hajek, Petr AU - Uddin, Mohammed Mohi TI - The Essentials of Machine Learning in Finance and Accounting T2 - Routledge advanced texts in economics and finance SN - 9780367480813 U1 - 332.0285 PY - 2021/// CY - New York PB - Routledge KW - Finance KW - Machine Learning KW - Accounting KW - Data Processing KW - Finance KW - Data processing KW - Mathematical models N1 - 1 Machine learning in finance and accounting-- 2 Decision Trees and random forests-- 3 Improving longevity risk management through machine learning-- 4 Kernel switching ridge regression in business intelligence systems-- 5 Predicting stock return volatility using sentiment analysis of corporate annual reports-- 6 Random projection methods in economics and finance-- 7 The future of cloud computing in financial services: a machine learning and artificial intelligence perspective-- 8 Prospects and challenges of using artificial intelligence in the audit process-- 9 Web usage analysis: pillar 3 information assessment in turbulent times-- 10 Machine learning in the fields of accounting, economics and finance: the emergence of new strategies-- 11 Handling class imbalance data in business domain-- 12 Artificial intelligence (AI) in recruiting talents: recruiters' intention and actual use of AI ER -