Technical expertise

Behavioral examination

o Eye-tracking technology (Eye Tracking Glasses (ETG)and fixed screen)

Implementing the following process:

 Designing visual stimuli

 Calibration test

 Set experiment

 Data preprocessing and cleaning

 Eye movement analysis (i.e., fixation, saccade, pupil diameter)

 Applying statistical tests

 Linking perceptual characteristics with human psychological behavior

o Electroencephalography (EEG), considering the following aspects:

• Experiment characteristics

 Data acquisition

 Design of stimuli

 Data collection and visualization (brain waves)

 Data preprocessing including filtering, electrode rejection, interpolate electrodes, Re-referencing the data, creating epochs, and applying Independent Component Analysis (ICA)

 Interpreting brain images and spectra activity in accordance to human psychological behavior

• Dealing with the following neural time series analysis:

 Time-frequency analysis

- Connectivity based on phase, power, and cross-frequency coupling

- ICA and dipole-fitting

 Event-related potentials (ERPs)

 Predict brain activity using data mining and machine learning schemes

Data mining and machine learning tools (and statistical tests)

• The Waikato Environment for Knowledge Analysis (WEKA)
• MEKA
• Massive Online Analysis (MOA)
• Java
• Python
• R programming language
• Matlab
• SPSS