Miami University deception detection database

EP Lloyd, JC Deska, K Hugenberg… - Behavior research …, 2019 - Springer
… , the deception detection literature would benefit from a large, open-access database of
standardized deception detection … beyond lie detection is a notable strength of the database. …

Dataset bias in deception detection

A Mambreyan, E Punskaya… - … on Pattern Recognition  …, 2022 - ieeexplore.ieee.org
… similar to the Miami University Deception Detection dataset [22], described in Section III-C.
For future research, we also recommend that researchers in the field be wary of potential …

LieNet: A deep convolution neural network framework for detecting deception

M Karnati, A Seal, A Yazidi… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… “Miami University Deception Detection (MU3D)” databases by … Set-B of the BoL database
with average accuracies of 95.91… 97% and 98% on RL trail and MU3D databases respectively. …

Detecting deception in online social networks

JS Alowibdi, UA Buy, SY Philip… - 2014 IEEE/ACM …, 2014 - ieeexplore.ieee.org
… on deceptive profiles to any Twitter users, regardless of their language. Our preliminary results
with our dataset … Our approach to deception detection is based on our previous results on …

Deception Detection using Random Forest-based Ensemble Learning

K Bu, K Ramachandran - 2023 - researchsquare.com
… The data set that we used to t into the machine learning models is Miami University Deception
Detection Database (MU3D). MU3D is a free resource containing 320 videos of Black and …

Analysis, Evaluation, and Future Directions on Multimodal Deception Detection

A D'Ulizia, A D'Andrea, P Grifoni, F Ferri - Technologies, 2024 - mdpi.com
datasets and metrics applied in this research area. In particular, studies on deception detection
… studies, followed by the Bag-of-Lies dataset [16] (15%) and Miami University Deception

[PDF][PDF] Text Based Deception Detection Using a Hashing Algorithm and Machine Learning Techniques

F Abdulridha, BM Albaker - Al-Iraqia Journal for Scientific Engineering …, 2024 - iasj.net
… an average of 51 participants per dataset, ranging from 101 … , two of the largest datasets in
the field of deception detection are … dataset utilized in this study is called "The Miami University

Recurrent neural networks for deception detection in videos

B Rodriguez-Meza, R Vargas-Lopez-Lavalle… - … Conference on Applied …, 2021 - Springer
… We would like to express our deep gratitude to Professor Emily Paige Lloyd who enables
us to use Miami University deception detection database [17], which made the results of this …

[PDF][PDF] Hybrid Metaheuristics with Deep Learning Enabled Automated Deception Detection and Classification of Facial Expressions.

H Alaskar - Computers, Materials & Continua, 2023 - cdn.techscience.cn
… model is tested using the Miami University Deception Detection Database (MU3D), a
database comprised of two classes, namely, truth and deception. An extensive comparative …

[HTML][HTML] Deception in the eyes of deceiver: A computer vision and machine learning based automated deception detection

W Khan, K Crockett, J O'Shea, A Hussain… - Expert Systems with …, 2021 - Elsevier
… programme to collect a larger dataset on the effects of gender and ethnicity on deception
, non-biased deception detection in automated deception detection systems. Although such …