Automatic Trend Line Generation for Time-Series Analysis: A Graphical Approach
Rivera Peruyero Juan Ricardo, Pere Martí-Puig · Frontiers in artificial intelligence and applications · 2013
Trend lines are revealed useful to explain the past evolution of time-series of prices that are represented on graphics. However, in practice, there are a huge amount of possible trend lines to be plotted but only a reduced set of them are significant or relevant. The rapid identification of relevant trend lines when they are in their initial phase of their development could provide interesting projections for the future evolution of time-series. This approach is focused on the graphical analysis of time-series –especially those coming from financial asset prices– under a framework of trend lines.