THE SUCCESS OF THE SPECULATIVE BUBBLES BURST PREDICTION USING ARTIFICIAL NEURAL NETWORKS
THE SUCCESS OF THE SPECULATIVE BUBBLES BURST PREDICTION USING ARTIFICIAL NEURAL NETWORKS

Author(s): Soňa Poláková, Jitka Veselá
Subject(s): Business Economy / Management, Evaluation research, Financial Markets
Published by: Masarykova univerzita nakladatelství
Keywords: Speculative Bubbles; Technical Analysis; Artificial Neural Network; Technology (Dotcom) Bubble; Real Estate Bubble;
Summary/Abstract: Creating and cracking of speculative bubbles in recent years become more frequent reality offinancial markets. The consequence of bursting speculative bubble is a huge increase in market risk, drastic reduction of the wealth of investors, decline in economic activity and substantial disruption of market mechanism functioning. In an effort to mitigate the negativeand dangerous impact of bursting of speculative bubbles in financial markets, analysts are trying to use various analytical tools and methods for identifying speculative bubbles, and then to predict its breaking point.

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