Detecting expert's eye using a multiple-kernel Relevance Vector Machine

• Main Authors: Giuseppe Boccignone (Author), Mario Ferraro (Author), Sofia Crespi (Author), Carlo Robino (Author), Claudio de'Sperati (Author)
• Format: Book
• Published: Bern Open Publishing, 2014-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Decoding mental states from the pattern of neural activity or overt behavior is an intensely pursued goal. Here we applied machine learning to detect expertise from the oculomotor behavior of novice and expert billiard players during free viewing of a filmed billiard match with no specific task, and...