Article

High-Performance Polygraph-Based Truth Detection System: Leveraging Multi-Modal Data Fusion and Particle Swarm-Optimized Random Forest for Robust Deception Analysis

2025-05-24

Abstract excerpt

Deception detection is considered a concern for all individuals in their everyday lives, as it greatly affects human interactions. While multiple automatic lie detection systems exist, their accuracy still needs to be improved, additionally, the lack of adequate and realistic datasets hinders the development of reliable systems. This paper presents a new multimodal dataset with physiological data (heart rate, galv...

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Literature Corpus work: ff634e52-1900-5c34-a9b1-dbf24351460e
DOI: 10.22541/au.174808116.67250552/v1

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