Mohamed Abouelenien

51 papers A* 1A 1B 12C 1Misc 4Journal 12Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Modeling Situational Awareness Through Visual Attention in Clinical Simulations. CoRR Haoting Gao, Kapotaksha Das, Mohamed Abouelenien, Michael Cole, James Cooke, Vitaliy Popov
2025	—	`conf`	CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation. ACL (Findings) Naihao Deng, Kapotaksha Das, Rada Mihalcea, Vitaliy Popov, Mohamed Abouelenien
2025	J	`jnl`	CliniDial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation. CoRR Naihao Deng, Kapotaksha Das, Rada Mihalcea, Vitaliy Popov, Mohamed Abouelenien
2025	B	`conf`	PyraSegNet: A Novel Framework for Thermal Facial Image Segmentation. FG Kais Riani, Mohamed Abouelenien, Oumaima Jouiri
2024	B	`conf`	PyraMoT: A Novel Framework for Enhanced Facial Thermal Landmarks Detection. FG Kais Riani, Salem Sharak, Mohamed Abouelenien
2023	J	`jnl`	Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks. CoRR Panfeng Li, Mohamed Abouelenien, Rada Mihalcea
2023	B	`conf`	Non-Contact Based Modeling of Enervation. FG Kais Riani, Salem Sharak, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor
2023	B	`conf`	Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning. ICMI Kapotaksha Das, Mohamed Abouelenien, Mihai G. Burzo, John Elson, Kwaku O. Prakah-Asante, Clay Maranville
2023	—	`conf`	Towards Modeling Human Biorhythms Using Non-Invasive Approaches. BIBM Kapotaksha Das, John Elson, Mohamed Abouelenien, Ali Hassani, Mihai Burzo, Clay Maranville
2022	C	`conf`	A Topological Approach for Facial Region Segmentation in Thermal Images. ISM Michael Lilley, Kapotaksha Das, Kais Riani, Mohamed Abouelenien
2022	B	`conf`	Contact Versus Noncontact Detection of Driver's Drowsiness. ICPR Salem Sharak, Kapotaksha Das, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2022	J	`jnl`	Detection and Recognition of Driver Distraction Using Multimodal Signals. ACM Trans. Interact. Intell. Syst. Kapotaksha Das, Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2022	—	`conf`	Learning Progression-based Automated Scoring of Visual Models. PETRA Ari Sagherian, Suhasini Lingaiah, Mohamed Abouelenien, Chee Wee Leong, Lei Liu, Mengxuan Zhao, Blake Lafuente, Shukang Chen, Yi Qi
2022	J	`jnl`	Multimodal Deception Detection Using Real-Life Trial Data. IEEE Trans. Affect. Comput. Mehmet Umut Sen, Verónica Pérez-Rosas, Berrin A. Yanikoglu, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2022	Misc	`conf`	Towards Imbalanced Multiclass Driver Distraction Identification. FLAIRS Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2021	J	`jnl`	MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task. CoRR Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea
2021	—	`conf`	MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. NAACL-HLT Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea
2021	B	`conf`	Multimodal Detection of Drivers Drowsiness and Distraction. ICMI Kapotaksha Das, Salem Sharak, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas
2021	J	`jnl`	Multimodal Political Deception Detection. IEEE Multim. Manvi Kamboj, Christian Hessler, Priyanka Asnani, Kais Riani, Mohamed Abouelenien
2021	B	`conf`	Towards Classifying Human Circadian Rhythm Using Multiple Modalities. ACII Kais Riani, Salem Sharak, Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor
2021	A	`conf`	Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization. IUI Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Yan Sun, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
2020	—	`conf`	A Non-contact Method for Extracting Heart and Respiration Rates. CRV Christian Hessler, Mohamed Abouelenien, Mihai Burzo
2020	B	`conf`	MORSE: MultimOdal sentiment analysis for Real-life SEttings. ICMI Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, Mihai Burzo
2020	—	`conf`	Towards detecting levels of alertness in drivers using multiple modalities. PETRA Kais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2019	J	`jnl`	Detecting Thermal Discomfort of Drivers Using Physiological Sensors and Thermal Imaging. IEEE Intell. Syst. Mohamed Abouelenien, Mihai Burzo
2019	J	`jnl`	Gender Differences in Multimodal Contact-Free Deception Detection. IEEE Multim. Mohamed Abouelenien, Mihai Burzo, Verónica Pérez-Rosas, Rada Mihalcea, Haitian Sun, Bohan Zhao
2019	—	`conf`	Keyword Extraction Performance Analysis. MIPR Abhishek Kumbhar, Mayuresh Savargaonkar, Aayush Nalwaya, Chengqi Bian, Mohamed Abouelenien
2018	—	`conf`	A Survey on Extracting Physiological Measurements from Thermal Images. PETRA Christian Hessler, Mohamed Abouelenien, Mihai Burzo
2018	J	`jnl`	A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data. Pattern Recognit. Xiaohui Yuan, Lijun Xie, Mohamed Abouelenien
2018	—	`ch.`	Multimodal deception detection. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Mihai Burzo, Mohamed Abouelenien
2018	—	`conf`	Using Thermal Images and Physiological Features to Model Human Behavior: A Survey. MIPR Christian Hessler, Mohamed Abouelenien
2017	J	`jnl`	Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities. IEEE Trans. Inf. Forensics Secur. Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
2017	—	`conf`	Detecting Human Thermal Discomfort via Physiological Signals. PETRA Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Kristen Rusinek, David Van Alstine
2017	Misc	`conf`	Gender-based multimodal deception detection. SAC Mohamed Abouelenien, Verónica Pérez-Rosas, Bohan Zhao, Rada Mihalcea, Mihai Burzo
2017	—	`conf`	Identity Deception Detection. IJCNLP(1) Verónica Pérez-Rosas, Quincy Davenport, Anna Mengdan Dai, Mohamed Abouelenien, Rada Mihalcea
2017	B	`conf`	Multimodal gender detection. ICMI Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
2016	—	`conf`	Analyzing Thermal and Visual Clues of Deception for a Non-Contact Deception Detection Approach. PETRA Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
2016	—	`conf`	Human Acute Stress Detection via Integration of Physiological Signals and Thermal Imaging. PETRA Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2015	J	`jnl`	A multi-class boosting method for learning from imbalanced data. Int. J. Granul. Comput. Rough Sets Intell. Syst. Xiaohui Yuan, Mohamed Abouelenien
2015	—	`conf`	Cascaded multimodal analysis of alertness related features for drivers safety applications. PETRA Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
2015	B	`conf`	Deception Detection using Real-life Trial Data. ICMI Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
2015	—	`ed.`	Proceedings of the 2015 ACM Workshop on Multimodal Deception Detection, WMDD@ICMI 2015, Seattle, Washington, USA, November 13, 2015 WMDD@ICMI Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Verónica Pérez-Rosas
2015	—	`conf`	Trimodal Analysis of Deceptive Behavior. WMDD@ICMI Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
2015	A*	`conf`	Verbal and Nonverbal Clues for Real-life Deception Detection. EMNLP Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, C. J. Linton, Mihai Burzo
2014	B	`conf`	Deception detection using a multimodal approach. ICMI Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
2013	Misc	`conf`	Boosting for learning from multiclass data sets via a regularized loss function. GrC Mohamed Abouelenien, Xiaohui Yuan
2013	Misc	`conf`	Study on Parameter Selection Using SampleBoost. FLAIRS Mohamed Abouelenien, Xiaohui Yuan
2012	—	`conf`	A Boosting Method for Learning from Uneven Data for Improved Face Recognition. ICMLA (2) Xiaohui Yuan, Mohamed Abouelenien
2012	—	`conf`	Improved Action Recognition Using an Efficient Boosting Method. AMLTA Mohamed Abouelenien, Xiaohui Yuan
2012	—	`conf`	SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection. AMLTA Mohamed Abouelenien, Xiaohui Yuan
2012	B	`conf`	SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis. ICPR Mohamed Abouelenien, Xiaohui Yuan