Improved Action Recognition Using an Efficient Boosting Method. - Mohamed Abouelenien; Xiaohui Yuan 001 (AMLTA, 2012)

SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection. - Mohamed Abouelenien; Xiaohui Yuan 001 (AMLTA, 2012)

A Boosting Method for Learning from Uneven Data for Improved Face Recognition. - Xiaohui Yuan 001; Mohamed Abouelenien (ICMLA (2), 2012)

SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis. - Mohamed Abouelenien; Xiaohui Yuan 001 (ICPR, 2012)

Study on Parameter Selection Using SampleBoost. - Mohamed Abouelenien; Xiaohui Yuan 001 (FLAIRS, 2013)

Boosting for learning from multiclass data sets via a regularized loss function. - Mohamed Abouelenien; Xiaohui Yuan 001 (GrC, 2013)

Deception detection using a multimodal approach. - Mohamed Abouelenien; Verónica Pérez-Rosas; Rada Mihalcea; Mihai Burzo (ICMI, 2014)

Verbal and Nonverbal Clues for Real-life Deception Detection. - Verónica Pérez-Rosas; Mohamed Abouelenien; Rada Mihalcea; Yao Xiao; C. J. Linton; Mihai Burzo (EMNLP, 2015)

Trimodal Analysis of Deceptive Behavior. - Mohamed Abouelenien; Rada Mihalcea; Mihai Burzo (WMDD@ICMI, 2015)

Deception Detection using Real-life Trial Data. - Verónica Pérez-Rosas; Mohamed Abouelenien; Rada Mihalcea; Mihai Burzo (ICMI, 2015)

Cascaded multimodal analysis of alertness related features for drivers safety applications. - Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (PETRA, 2015)

A multi-class boosting method for learning from imbalanced data. - Xiaohui Yuan 001; Mohamed Abouelenien (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2015)

Human Acute Stress Detection via Integration of Physiological Signals and Thermal Imaging. - Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (PETRA, 2016)

Analyzing Thermal and Visual Clues of Deception for a Non-Contact Deception Detection Approach. - Mohamed Abouelenien; Rada Mihalcea; Mihai Burzo (PETRA, 2016)

Multimodal gender detection. - Mohamed Abouelenien; Verónica Pérez-Rosas; Rada Mihalcea; Mihai Burzo (ICMI, 2017)

Identity Deception Detection. - Verónica Pérez-Rosas; Quincy Davenport; Anna Mengdan Dai; Mohamed Abouelenien; Rada Mihalcea (IJCNLP(1), 2017)

Detecting Human Thermal Discomfort via Physiological Signals. - Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea; Kristen Rusinek; David Van Alstine (PETRA, 2017)

Gender-based multimodal deception detection. - Mohamed Abouelenien; Verónica Pérez-Rosas; Bohan Zhao; Rada Mihalcea; Mihai Burzo (SAC, 2017)

Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities. - Mohamed Abouelenien; Verónica Pérez-Rosas; Rada Mihalcea; Mihai Burzo (IEEE Trans. Inf. Forensics Secur., 2017)

Multimodal deception detection. - Mihai Burzo; Mohamed Abouelenien (The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2), 2018)

Using Thermal Images and Physiological Features to Model Human Behavior: A Survey. - Christian Hessler; Mohamed Abouelenien (MIPR, 2018)

A Survey on Extracting Physiological Measurements from Thermal Images. - Christian Hessler; Mohamed Abouelenien; Mihai Burzo (PETRA, 2018)

A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data. - Xiaohui Yuan 001; Lijun Xie; Mohamed Abouelenien (Pattern Recognit., 2018)

Keyword Extraction Performance Analysis. - Abhishek Kumbhar; Mayuresh Savargaonkar; Aayush Nalwaya; Chengqi Bian; Mohamed Abouelenien (MIPR, 2019)

Detecting Thermal Discomfort of Drivers Using Physiological Sensors and Thermal Imaging. - Mohamed Abouelenien; Mihai Burzo (IEEE Intell. Syst., 2019)

Gender Differences in Multimodal Contact-Free Deception Detection. - Mohamed Abouelenien; Mihai Burzo; Verónica Pérez-Rosas; Rada Mihalcea; Haitian Sun; Bohan Zhao (IEEE Multim., 2019)

A Non-contact Method for Extracting Heart and Respiration Rates. - Christian Hessler; Mohamed Abouelenien; Mihai Burzo (CRV, 2020)

MORSE: MultimOdal sentiment analysis for Real-life SEttings. - Yiqun Yao; Verónica Pérez-Rosas; Mohamed Abouelenien; Mihai Burzo (ICMI, 2020)

Towards detecting levels of alertness in drivers using multiple modalities. - Kais Riani; Michalis Papakostas; Hussein Kokash; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (PETRA, 2020)

Towards Classifying Human Circadian Rhythm Using Multiple Modalities. - Kais Riani; Salem Sharak; Kapotaksha Das; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea; John Elson; Clay Maranville; Kwaku O. Prakah-Asante; Waqas Manzoor (ACII, 2021)

Multimodal Detection of Drivers Drowsiness and Distraction. - Kapotaksha Das; Salem Sharak; Kais Riani; Mohamed Abouelenien; Mihai Burzo; Michalis Papakostas (ICMI, 2021)

Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization. - Michalis Papakostas; Kais Riani; Andrew Brian Gasiorowski; Yan Sun; Mohamed Abouelenien; Rada Mihalcea; Mihai Burzo (IUI, 2021)

MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. - Yiqun Yao; Michalis Papakostas; Mihai Burzo; Mohamed Abouelenien; Rada Mihalcea (NAACL-HLT, 2021)

Multimodal Political Deception Detection. - Manvi Kamboj; Christian Hessler; Priyanka Asnani; Kais Riani; Mohamed Abouelenien (IEEE Multim., 2021)

Towards Imbalanced Multiclass Driver Distraction Identification. - Kapotaksha Das; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (FLAIRS, 2022)

Contact Versus Noncontact Detection of Driver's Drowsiness. - Salem Sharak; Kapotaksha Das; Kais Riani; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (ICPR, 2022)

A Topological Approach for Facial Region Segmentation in Thermal Images. - Michael Lilley; Kapotaksha Das; Kais Riani; Mohamed Abouelenien (ISM, 2022)

Learning Progression-based Automated Scoring of Visual Models. - Ari Sagherian; Suhasini Lingaiah; Mohamed Abouelenien; Chee Wee Leong; Lei Liu; Mengxuan Zhao; Blake Lafuente; Shukang Chen; Yi Qi (PETRA, 2022)

Multimodal Deception Detection Using Real-Life Trial Data. - Mehmet Umut Sen; Verónica Pérez-Rosas; Berrin A. Yanikoglu; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (IEEE Trans. Affect. Comput., 2022)

Detection and Recognition of Driver Distraction Using Multimodal Signals. - Kapotaksha Das; Michalis Papakostas; Kais Riani; Andrew Brian Gasiorowski; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (ACM Trans. Interact. Intell. Syst., 2022)

Towards Modeling Human Biorhythms Using Non-Invasive Approaches. - Kapotaksha Das; John Elson; Mohamed Abouelenien; Ali Hassani 007; Mihai Burzo; Clay Maranville (BIBM, 2023)

Non-Contact Based Modeling of Enervation. - Kais Riani; Salem Sharak; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea; John Elson; Clay Maranville; Kwaku O. Prakah-Asante; Waqas Manzoor (FG, 2023)

Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning. - Kapotaksha Das; Mohamed Abouelenien; Mihai G. Burzo; John Elson; Kwaku O. Prakah-Asante; Clay Maranville (ICMI, 2023)

Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks. - Panfeng Li; Mohamed Abouelenien; Rada Mihalcea (CoRR, 2023)

PyraMoT: A Novel Framework for Enhanced Facial Thermal Landmarks Detection. - Kais Riani; Salem Sharak; Mohamed Abouelenien (FG, 2024)

CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation. - Naihao Deng; Kapotaksha Das; Rada Mihalcea; Vitaliy Popov; Mohamed Abouelenien (ACL (Findings), 2025)