Conclusion

Detecting deception has been a widespread task for many years as it could be beneficial for many areas (e.g. police, court). In this…

Results

Analysis Over Means

In this analysis we took mean over every users all runs. Therefore, in the obtained…

Introduction

Deception detection is a task of extreme importance concerning widespread issues of security. Studies are consistent in showing that deception judgement in all types of people is no more accurate than chance. [1,2] Therefore, when dealing with deception, a more precise approach is needed. Deception…

Data overview

In this section we will look more deeply at the structure of the EEG dataset. The dataset is acquired from the Bag-of-Lies Database…

Methodology

Data Preprocessing

For all classifiers the raw EEG data was preprocessed in various ways in order…