000			02909cam a22003018i 4500
005			20250827140028.0
008			250808s2024 enk b 001 0 eng
020			_a9781032259574 _q(hardback)
020			_a9781032259581 _q(paperback)
020			_z9781003285854 _q(ebook)
050	0	0	_aHD38.7 _b.C93 _y2024
245	0	0	_aCyber security and business intelligence : _binnovations and machine learning for cyber risk management / _cedited by Mohammad Zoynul Abedin and Petr Hajek.
264		1	_aAbingdon, Oxon ; _aNew York, NY : _bRoutledge, _c2024.
300			_axii, 222 p.
490	0		_aRoutledge studies in innovation, organizations and technology
504			_aIncludes bibliographical references and index.
520			_a"To cope with the competitive worldwide marketplace, organizations rely on business intelligence to an increasing extent. Cyber security is an inevitable practice to protect the entire business sector and its customer. This book presents the significance and application of cyber security for safeguarding organizations, individuals' personal information and government. The book provides both practical and managerial implications of cyber security that also supports business intelligence and discusses the latest innovations in cyber security. It offers a roadmap to master's degree students and Ph.D. researchers for cyber security analysis in order to minimize the cyber security risk and protect customers from cyber-attack. The book also introduces the most advanced and novel machine learning techniques including, but not limited to, Support Vector Machine, Neural Networks, Extreme Learning Machine, Ensemble Learning, and Deep Learning Approaches, with a goal to apply those on cyber risk management datasets. It will also leverage real-world financial instances to practice business product modelling and data analysis. The contents of this book will be useful for a wide audience who are involved in managing network systems, data security, data forecasting, cyber risk modelling, fraudulent credit risk detection, portfolio management, and data regulatory bodies. It will be particularly beneficial to academics as well as practitioners who are looking to protect their IT system, reduce data breaches and cyber-attack vulnerabilities"-- _cProvided by publisher.
650		0	_aBusiness intelligence _95840
650		0	_aComputer security _923769
650		0	_aRisk management _94703
650		0	_aComputer networks _xSecurity measures. _95919
650		0	_aComputer crimes _xPrevention. _941943
690			_933 _a0012 บริหารธุรกิจบัณฑิต สาขาการจัดการโลจิสติกส์และการคมนาคมขนส่ง LTM (ป.ตรี)
700			_aAbedin, Mohammad Zoynul, _eeditor. _9101630
700			_aHájek, Petr, _eeditor. _9101631
942			_cBK
998			_asiriporn
999			_c1002041 _d1002041