Anomaly Detection

A Comparison between Nature-Inspired and Machine Learning Approaches to Detecting Trend Reversals in Financial Time Series

Detection of turning points is a critical task for financial forecasting applications. This chapter proposes a comparison between two different classification approaches on such a problem. Nature-Inspired methodologies are attracting growing interest …

A Study of Nature-Inspired Methods for Financial Trend Reversal Detection

This paper presents an application of two nature-inspired algorithms to the financial problem concerning the detection of turning points. Nature-Inspired methods are receiving a growing interest due to their ability to cope with complex tasks like …