Multimodel deception detection - are you telling a lie?

• المؤلف الرئيسي: Yuan, Weiyun
• مؤلفون آخرون: Alex Chichung Kot
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Engineering; Machine learning; Multimodel deception detection; Contrastive learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181486
• المؤسسة: Nanyang Technological University

Deception detection plays a crucial role across various fields, evolving from traditional physical polygraphs to today’s machine learning techniques to analyze deceptive behaviors. Fraud can be detected through multiple modalities, including heart rate, EEG, blood pressure, facial micro-expressions,...