Mohamed Abouelenien

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Multiple Modalities

Physiological Signals

Deception Detection

Top Venues

Publications

Kais Riani, Salem Sharak, Mohamed Abouelenien
PyraMoT: A Novel Framework for Enhanced Facial Thermal Landmarks Detection. FG (2024)
Panfeng Li, Mohamed Abouelenien, Rada Mihalcea
Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks. CoRR (2023)
Kapotaksha Das, John Elson, Mohamed Abouelenien, Ali Hassani, Mihai Burzo, Clay Maranville
Towards Modeling Human Biorhythms Using Non-Invasive Approaches. BIBM (2023)
Kais Riani, Salem Sharak, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor
Non-Contact Based Modeling of Enervation. FG (2023)
Kapotaksha Das, Mohamed Abouelenien, Mihai G. Burzo, John Elson, Kwaku O. Prakah-Asante, Clay Maranville
Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning. ICMI (2023)
Michael Lilley, Kapotaksha Das, Kais Riani, Mohamed Abouelenien
A Topological Approach for Facial Region Segmentation in Thermal Images. ISM (2022)
Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Towards Imbalanced Multiclass Driver Distraction Identification. FLAIRS (2022)
Salem Sharak, Kapotaksha Das, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Contact Versus Noncontact Detection of Driver's Drowsiness. ICPR (2022)
Kapotaksha Das, Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Detection and Recognition of Driver Distraction Using Multimodal Signals. ACM Trans. Interact. Intell. Syst. 12 (4) (2022)
Mehmet Umut Sen, Verónica Pérez-Rosas, Berrin A. Yanikoglu, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Multimodal Deception Detection Using Real-Life Trial Data. IEEE Trans. Affect. Comput. 13 (1) (2022)
Ari Sagherian, Suhasini Lingaiah, Mohamed Abouelenien, Chee Wee Leong, Lei Liu, Mengxuan Zhao, Blake Lafuente, Shukang Chen, Yi Qi
Learning Progression-based Automated Scoring of Visual Models. PETRA (2022)
Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Yan Sun, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization. IUI (2021)
Kais Riani, Salem Sharak, Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, John Elson, Clay Maranville, Kwaku O. Prakah-Asante, Waqas Manzoor
Towards Classifying Human Circadian Rhythm Using Multiple Modalities. ACII (2021)
Manvi Kamboj, Christian Hessler, Priyanka Asnani, Kais Riani, Mohamed Abouelenien
Multimodal Political Deception Detection. IEEE Multim. 28 (1) (2021)
Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea
MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task. CoRR (2021)
Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea
MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. NAACL-HLT (2021)
Kapotaksha Das, Salem Sharak, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas
Multimodal Detection of Drivers Drowsiness and Distraction. ICMI (2021)
Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, Mihai Burzo
MORSE: MultimOdal sentiment analysis for Real-life SEttings. ICMI (2020)
Christian Hessler, Mohamed Abouelenien, Mihai Burzo
A Non-contact Method for Extracting Heart and Respiration Rates. CRV (2020)
Kais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Towards detecting levels of alertness in drivers using multiple modalities. PETRA (2020)
Mohamed Abouelenien, Mihai Burzo, Verónica Pérez-Rosas, Rada Mihalcea, Haitian Sun, Bohan Zhao
Gender Differences in Multimodal Contact-Free Deception Detection. IEEE Multim. 26 (3) (2019)
Abhishek Kumbhar, Mayuresh Savargaonkar, Aayush Nalwaya, Chengqi Bian, Mohamed Abouelenien
Keyword Extraction Performance Analysis. MIPR (2019)
Mohamed Abouelenien, Mihai Burzo
Detecting Thermal Discomfort of Drivers Using Physiological Sensors and Thermal Imaging. IEEE Intell. Syst. 34 (5) (2019)
Christian Hessler, Mohamed Abouelenien, Mihai Burzo
A Survey on Extracting Physiological Measurements from Thermal Images. PETRA (2018)
Xiaohui Yuan, Lijun Xie, Mohamed Abouelenien
A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data. Pattern Recognit. 77 (2018)
Christian Hessler, Mohamed Abouelenien
Using Thermal Images and Physiological Features to Model Human Behavior: A Survey. MIPR (2018)
Verónica Pérez-Rosas, Quincy Davenport, Anna Mengdan Dai, Mohamed Abouelenien, Rada Mihalcea
Identity Deception Detection. IJCNLP(1) (2017)
Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Kristen Rusinek, David Van Alstine
Detecting Human Thermal Discomfort via Physiological Signals. PETRA (2017)
Mohamed Abouelenien, Verónica Pérez-Rosas, Bohan Zhao, Rada Mihalcea, Mihai Burzo
Gender-based multimodal deception detection. SAC (2017)
Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
Multimodal gender detection. ICMI (2017)
Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities. IEEE Trans. Inf. Forensics Secur. 12 (5) (2017)
Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Human Acute Stress Detection via Integration of Physiological Signals and Thermal Imaging. PETRA (2016)
Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
Analyzing Thermal and Visual Clues of Deception for a Non-Contact Deception Detection Approach. PETRA (2016)
Xiaohui Yuan, Mohamed Abouelenien
A multi-class boosting method for learning from imbalanced data. Int. J. Granul. Comput. Rough Sets Intell. Syst. 4 (1) (2015)
Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea
Cascaded multimodal analysis of alertness related features for drivers safety applications. PETRA (2015)
Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
Deception Detection using Real-life Trial Data. ICMI (2015)
Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, C. J. Linton, Mihai Burzo
Verbal and Nonverbal Clues for Real-life Deception Detection. EMNLP (2015)
Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo
Trimodal Analysis of Deceptive Behavior. WMDD@ICMI (2015)
Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo
Deception detection using a multimodal approach. ICMI (2014)
Mohamed Abouelenien, Xiaohui Yuan
Study on Parameter Selection Using SampleBoost. FLAIRS Conference (2013)
Mohamed Abouelenien, Xiaohui Yuan
Boosting for learning from multiclass data sets via a regularized loss function. GrC (2013)
Mohamed Abouelenien, Xiaohui Yuan
Improved Action Recognition Using an Efficient Boosting Method. AMLTA (2012)
Xiaohui Yuan, Mohamed Abouelenien
A Boosting Method for Learning from Uneven Data for Improved Face Recognition. ICMLA (2) (2012)
Mohamed Abouelenien, Xiaohui Yuan
SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection. AMLTA (2012)
Mohamed Abouelenien, Xiaohui Yuan
SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis. ICPR (2012)