Mohamed Abouelenien

According to our database, Mohamed Abouelenien authored at least 44 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deception Detection from Linguistic and Physiological Data Streams Using Bimodal Convolutional Neural Networks.

Panfeng Li, Mohamed Abouelenien, Rada Mihalcea

CoRR, 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

Proceedings of the 25th International Conference on Multimodal Interaction, 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

Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Towards Modeling Human Biorhythms Using Non-Invasive Approaches.

Kapotaksha Das, John Elson, Mohamed Abouelenien, Ali Hassani, Mihai Burzo, Clay Maranville

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

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., December, 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

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

Proceedings of the PETRA '22: The 15th International Conference on PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 29 June 2022, 2022

A Topological Approach for Facial Region Segmentation in Thermal Images.

Michael Lilley, Kapotaksha Das, Kais Riani, Mohamed Abouelenien

Proceedings of the IEEE International Symposium on Multimedia, 2022

Contact Versus Noncontact Detection of Driver's Drowsiness.

Salem Sharak, Kapotaksha Das, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Towards Imbalanced Multiclass Driver Distraction Identification.

Kapotaksha Das, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Multimodal Political Deception Detection.

Manvi Kamboj, Christian Hessler, Priyanka Asnani, Kais Riani, Mohamed Abouelenien

IEEE Multim., 2021

MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task.

Yiqun Yao, Michalis Papakostas, Mihai Burzo, Mohamed Abouelenien, Rada Mihalcea

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Multimodal Detection of Drivers Drowsiness and Distraction.

Kapotaksha Das, Salem Sharak, Kais Riani, Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

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

Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020

Towards detecting levels of alertness in drivers using multiple modalities.

Kais Riani, Michalis Papakostas, Hussein Kokash, Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

MORSE: MultimOdal sentiment analysis for Real-life SEttings.

Yiqun Yao, Verónica Pérez-Rosas, Mohamed Abouelenien, Mihai Burzo

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

A Non-contact Method for Extracting Heart and Respiration Rates.

Christian Hessler, Mohamed Abouelenien, Mihai Burzo

Proceedings of the 17th Conference on Computer and Robot Vision, 2020

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

Detecting Thermal Discomfort of Drivers Using Physiological Sensors and Thermal Imaging.

Mohamed Abouelenien, Mihai Burzo

IEEE Intell. Syst., 2019

Keyword Extraction Performance Analysis.

Abhishek Kumbhar, Mayuresh Savargaonkar, Aayush Nalwaya, Chengqi Bian, Mohamed Abouelenien

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

2018

A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data.

Xiaohui Yuan, Lijun Xie, Mohamed Abouelenien

Pattern Recognit., 2018

A Survey on Extracting Physiological Measurements from Thermal Images.

Christian Hessler, Mohamed Abouelenien, Mihai Burzo

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Using Thermal Images and Physiological Features to Model Human Behavior: A Survey.

Christian Hessler, Mohamed Abouelenien

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Multimodal deception detection.

Mihai Burzo, Mohamed Abouelenien

Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

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

Gender-based multimodal deception detection.

Mohamed Abouelenien, Verónica Pérez-Rosas, Bohan Zhao, Rada Mihalcea, Mihai Burzo

Proceedings of the Symposium on Applied Computing, 2017

Detecting Human Thermal Discomfort via Physiological Signals.

Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, Kristen Rusinek, David Van Alstine

Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Identity Deception Detection.

Verónica Pérez-Rosas, Quincy Davenport, Anna Mengdan Dai, Mohamed Abouelenien, Rada Mihalcea

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Multimodal gender detection.

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

2016

Analyzing Thermal and Visual Clues of Deception for a Non-Contact Deception Detection Approach.

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Human Acute Stress Detection via Integration of Physiological Signals and Thermal Imaging.

Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

2015

A multi-class boosting method for learning from imbalanced data.

Xiaohui Yuan, Mohamed Abouelenien

Int. J. Granul. Comput. Rough Sets Intell. Syst., 2015

Cascaded multimodal analysis of alertness related features for drivers safety applications.

Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Deception Detection using Real-life Trial Data.

Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Trimodal Analysis of Deceptive Behavior.

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo

Proceedings of the 2015 ACM Workshop on Multimodal Deception Detection, 2015

Verbal and Nonverbal Clues for Real-life Deception Detection.

Verónica Pérez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, C. J. Linton, Mihai Burzo

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Deception detection using a multimodal approach.

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, Mihai Burzo

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

2013

Boosting for learning from multiclass data sets via a regularized loss function.

Mohamed Abouelenien, Xiaohui Yuan

Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

Study on Parameter Selection Using SampleBoost.

Mohamed Abouelenien, Xiaohui Yuan

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2012

SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis.

Mohamed Abouelenien, Xiaohui Yuan

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Boosting Method for Learning from Uneven Data for Improved Face Recognition.

Xiaohui Yuan, Mohamed Abouelenien

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection.

Mohamed Abouelenien, Xiaohui Yuan

Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Improved Action Recognition Using an Efficient Boosting Method.

Mohamed Abouelenien, Xiaohui Yuan

Proceedings of the Advanced Machine Learning Technologies and Applications, 2012