Machine Learning Applications for Accounting Disclosure and Fraud Detection - Couverture souple

Couverture souple

ISBN 10 : 1799857859 ISBN 13 : 9781799857853

Editeur : Business Science Reference, 2020

Synopsis

"This book covers the application of machine learning models to identify "quality" characteristics in corporate accounting disclosure, proposing specific tools for detecting core business fraud characteristics. It uses machine learning techniques in accounting disclosure (i.e. corporate financial statements) and identifies methodological aspects revealing the deployment of fraudulent behavior and fraud detection in the corporate environment"--

A propos du livre

À propos des auteurs

Alexandros Garefalakis is Certified Public Accountant (Fellow of CPA), Certified Management Accountant (CMA) and he is an Assistant Professor at the Dept. of Business Administration and Tourism at Hellenic Mediterranean University (HMU) in Greece. Also, he has co-authored 7 books on Audit Accounting, Financial Accounting, Management Accounting and Research Methods for Business issues and his areas of research interest include the Disclosure Narrative information, ESG, I.F.R.S, Management Commentary Index (Ma.Co.I), Auditing, Quality of Financial Statements, Weighting models in Accounting, Accounting and Operation Research, Multiple Criteria Decision‐Making in Management Accounting.

Christos Lemonakis is an Assistant Professor of Business Administration on SMEs Management at the Hellenic Mediterranean University, Department of Management Science and Technology (Agios Nikolaos, Crete, Greece). His research interests are Cost Accounting and Responsible Management Education, Corporate Governance, and Entities Sustainability.

Constantin Zopounidis has been elected to the prestigious The Real Academia de Ciencias Económicas y Financieras (RACEF). He joins the ranks of Daniel Kahneman (Nobel Laureate), Romano Prodi, and Joseph E. Stiglitz (Nobel Laureate) who belong to this Institution. It is with pride and delight that we communicate that Professor Constantin Zopounidis, Editor-in-Chief of Operational Research and Editor of the renowned Handbook of Multicriteria Analysis, has been elected to the RACEF – Royal Academy of Economic and Finance Sciences of Spain. The Royal Academy of Economic and Finance Sciences of Spain was officially established in Spain, in 1958, but its roots can be traced back to the 18th century when King Ferdinand VI of Spain set up the Royal Private Board of Commerce. RACEF promotes the cooperation between researchers of the most important institutions and academies around the world, and seeks to advance the scientific knowledge and the existing decision and policy making practices in the fields of economics and finance. The members of RACEF include prestigious researchers, senior policy makers, and top executives from all over the world. Among others, the Academicians of RACEF include Valéry Giscard d'Estaing (former President of France), Romano Prodi (former President of Italy and the European Commission), José Ángel Gurría (Secretary General of OECD), as well as Nobel Prize laureates Robert Aumann, Daniel Kahneman, Finn Kydland, Eric Maskin, and Joseph Stiglitz (https://www.racef.es/ ). Also, Professor Zopounidis has been elected as Academician, in the Royal Academy of Doctors (Spain, June 2014). As and Academician, Constantin was elected to the Executive Committee of the International Society on Multiple Criteria Decision Making following a vote in which 677 people participated from all over the world. This Society brings together 2200 people from 100 countries. The term of office shall be for four years from 2015 to 2019. Professor C. Zopounidis was also honored by the same Society with Edgeworth - Pareto Award in 2013.

Détails de l'édition

• Éditeur: Business Science Reference
• Date d'édition: 2020
• Langue: anglais
• ISBN 10: 1799857859
• ISBN 13: 9781799857853
• Reliure: Broché
• Nombre de pages: 270
• Éditeur: Papadakis Stylianos, Garefalakis Alexandros, Lemonakis Christos, Chimonaki Christiana, Zopounidis Constantin
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible