Contents:– Verbal Lie Detection; Machine Learning-Based Lie Detector Applied to a Novel Annotated Game Dataset; Neural Network Applications in Polygraph Scoring; Home Respiratory Polygraphy is Useful in the Diagnosis of Childhood Obstructive Sleep Apnea Syndrome; Cluster Analysis of Home Polygraphic Recordings in Symptomatic Habitually-Snoring Children; Reliability of the Polygraphic Home Sleep Test for OSA Determined by the Severity and Pattern Changes of Two Consecutive Examinations; The Role of Cognition in Dishonest Behavior; The Model Sketch for Enhancing Lie Detection and Eliciting Information; A Smart IoT System for Detecting the Position of a Lying Person Using a Novel Textile Pressure Sensor; Meta Learning Based Deception Detection from Speech