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Mohamed Abouelenien
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2020 – today
- 2024
- [c35]Kais Riani, Salem Sharak, Mohamed Abouelenien:
PyraMoT: A Novel Framework for Enhanced Facial Thermal Landmarks Detection. FG 2024: 1-9 - 2023
- [c34]Kapotaksha Das, John Elson, Mohamed Abouelenien, Ali Hassani, Mihai Burzo, Clay Maranville:
Towards Modeling Human Biorhythms Using Non-Invasive Approaches. BIBM 2023: 1864-1869 - [c33]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: 1-8 - [c32]Kapotaksha Das
Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning. ICMI 2023: 584-593 - [i2]Panfeng Li, Mohamed Abouelenien, Rada Mihalcea:
Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks. CoRR abs/2311.10944 (2023) - 2022
- [j8]Mehmet Umut Sen, Verónica Pérez-Rosas
Multimodal Deception Detection Using Real-Life Trial Data. IEEE Trans. Affect. Comput. 13(1): 306-319 (2022) - [j7]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): 33:1-33:28 (2022) - [c31]Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Towards Imbalanced Multiclass Driver Distraction Identification. FLAIRS 2022 - [c30]Salem Sharak, Kapotaksha Das, Kais Riani, Mohamed Abouelenien
Contact Versus Noncontact Detection of Driver's Drowsiness. ICPR 2022: 967-974 - [c29]Michael Lilley, Kapotaksha Das, Kais Riani, Mohamed Abouelenien:
A Topological Approach for Facial Region Segmentation in Thermal Images. ISM 2022: 189-193 - [c28]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: 213-222 - 2021
- [j6]Manvi Kamboj
Multimodal Political Deception Detection. IEEE Multim. 28(1): 94-102 (2021) - [c27]Kais Riani, Salem Sharak, Kapotaksha Das, Mohamed Abouelenien
Towards Classifying Human Circadian Rhythm Using Multiple Modalities. ACII 2021: 1-8 - [c26]Kapotaksha Das, Salem Sharak, Kais Riani, Mohamed Abouelenien
Multimodal Detection of Drivers Drowsiness and Distraction. ICMI 2021: 416-424 - [c25]Michalis Papakostas, Kais Riani, Andrew Brian Gasiorowski, Yan Sun, Mohamed Abouelenien
Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization. IUI 2021: 377-386 - [c24]Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien
MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task. NAACL-HLT 2021: 2714-2725 - [i1]Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea:
MUSER: MUltimodal Stress Detection using Emotion Recognition as an Auxiliary Task. CoRR abs/2105.08146 (2021) - 2020
- [c23]Christian Hessler, Mohamed Abouelenien, Mihai Burzo:
A Non-contact Method for Extracting Heart and Respiration Rates. CRV 2020: 1-8 - [c22]Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, Mihai Burzo:
MORSE: MultimOdal sentiment analysis for Real-life SEttings. ICMI 2020: 387-396 - [c21]Kais Riani, Michalis Papakostas, Hussein Kokash
Towards detecting levels of alertness in drivers using multiple modalities. PETRA 2020: 12:1-12:9
2010 – 2019
- 2019
- [j5]Mohamed Abouelenien
Detecting Thermal Discomfort of Drivers Using Physiological Sensors and Thermal Imaging. IEEE Intell. Syst. 34(5): 3-13 (2019) - [j4]Mohamed Abouelenien
Gender Differences in Multimodal Contact-Free Deception Detection. IEEE Multim. 26(3): 19-30 (2019) - [c20]Abhishek Kumbhar, Mayuresh Savargaonkar
Keyword Extraction Performance Analysis. MIPR 2019: 550-553 - 2018
- [j3]Xiaohui Yuan
A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data. Pattern Recognit. 77: 160-172 (2018) - [c19]Christian Hessler, Mohamed Abouelenien:
Using Thermal Images and Physiological Features to Model Human Behavior: A Survey. MIPR 2018: 278-281 - [c18]Christian Hessler, Mohamed Abouelenien, Mihai Burzo:
A Survey on Extracting Physiological Measurements from Thermal Images. PETRA 2018: 229-236 - [p1]Mihai Burzo, Mohamed Abouelenien:
Multimodal deception detection. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 419-453 - 2017
- [j2]Mohamed Abouelenien
Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities. IEEE Trans. Inf. Forensics Secur. 12(5): 1042-1055 (2017) - [c17]Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo:
Multimodal gender detection. ICMI 2017: 302-311 - [c16]Verónica Pérez-Rosas, Quincy Davenport, Anna Mengdan Dai, Mohamed Abouelenien, Rada Mihalcea:
Identity Deception Detection. IJCNLP(1) 2017: 885-894 - [c15]Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Kristen Rusinek, David Van Alstine:
Detecting Human Thermal Discomfort via Physiological Signals. PETRA 2017: 146-149 - [c14]Mohamed Abouelenien, Verónica Pérez-Rosas, Bohan Zhao, Rada Mihalcea, Mihai Burzo:
Gender-based multimodal deception detection. SAC 2017: 137-144 - 2016
- [c13]Mohamed Abouelenien
Human Acute Stress Detection via Integration of Physiological Signals and Thermal Imaging. PETRA 2016: 32 - [c12]Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo:
Analyzing Thermal and Visual Clues of Deception for a Non-Contact Deception Detection Approach. PETRA 2016: 35 - 2015
- [j1]Xiaohui Yuan, Mohamed Abouelenien:
A multi-class boosting method for learning from imbalanced data. Int. J. Granul. Comput. Rough Sets Intell. Syst. 4(1): 13-29 (2015) - [c11]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: 2336-2346 - [c10]Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo:
Trimodal Analysis of Deceptive Behavior. WMDD@ICMI 2015: 9-13 - [c9]Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo:
Deception Detection using Real-life Trial Data. ICMI 2015: 59-66 - [c8]Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea:
Cascaded multimodal analysis of alertness related features for drivers safety applications. PETRA 2015: 59:1-59:8 - [e1]Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Verónica Pérez-Rosas:
Proceedings of the 2015 ACM Workshop on Multimodal Deception Detection, WMDD@ICMI 2015, Seattle, Washington, USA, November 13, 2015. ACM 2015, ISBN 978-1-4503-3987-2 [contents] - 2014
- [c7]Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo:
Deception detection using a multimodal approach. ICMI 2014: 58-65 - 2013
- [c6]Mohamed Abouelenien, Xiaohui Yuan:
Study on Parameter Selection Using SampleBoost. FLAIRS 2013 - [c5]Mohamed Abouelenien, Xiaohui Yuan
Boosting for learning from multiclass data sets via a regularized loss function. GrC 2013: 4-9 - 2012
- [c4]Mohamed Abouelenien, Xiaohui Yuan
Improved Action Recognition Using an Efficient Boosting Method. AMLTA 2012: 193-202 - [c3]Mohamed Abouelenien, Xiaohui Yuan
SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection. AMLTA 2012: 285-294 - [c2]Xiaohui Yuan
A Boosting Method for Learning from Uneven Data for Improved Face Recognition. ICMLA (2) 2012: 119-122 - [c1]Mohamed Abouelenien, Xiaohui Yuan:
SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis. ICPR 2012: 585-588
Coauthor Index
aka: Mihai G. Burzo
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