Mohamed Abouelenien

发表

Multimodal gender detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2017, ICMI.

Gender-based multimodal deception detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2017, SAC.

A Non-contact Method for Extracting Heart and Respiration Rates

Mohamed Abouelenien, Mihai Burzo, Christian Hessler, 2020, 2020 17th Conference on Computer and Robot Vision (CRV).

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

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo, 2016, PETRA.

Deception Detection using Real-life Trial Data

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2015, ICMI.

Verbal and Nonverbal Clues for Real-life Deception Detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2015, EMNLP.

Improved Action Recognition Using an Efficient Boosting Method

Mohamed Abouelenien, Xiaohui Yuan, 2012, AMLTA.

Keyword Extraction Performance Analysis

Mohamed Abouelenien, Mayuresh Savargaonkar, Abhishek Kumbhar, 2019, 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Detecting Human Thermal Discomfort via Physiological Signals

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo, 2017, PETRA.

Multimodal Deception Detection Using Real-Life Trial Data

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2022, IEEE Transactions on Affective Computing.

A Survey on Extracting Physiological Measurements from Thermal Images

Mohamed Abouelenien, Mihai Burzo, Christian Hessler, 2018, PETRA.

Cascaded multimodal analysis of alertness related features for drivers safety applications

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo, 2015, PETRA.

Gender Differences in Multimodal Contact-Free Deception Detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2019, IEEE MultiMedia.

Towards detecting levels of alertness in drivers using multiple modalities

Mohamed Abouelenien, Mihai Burzo, Kais Riani, 2020, PETRA.

Detecting Deceptive Behavior via Integration of Discriminative Features From Multiple Modalities

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2017, IEEE Transactions on Information Forensics and Security.

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

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo, 2016, PETRA.

Geometric Incremental Support Vector Machine for Object Detection from Capsule Endoscopy Videos

Mohamed Abouelenien, Xiaohui Yuan, Jianguo Liu, 2013 .

A multi-class boosting method for learning from imbalanced data

Mohamed Abouelenien, Xiaohui Yuan, M. Abouelenien, 2016, Int. J. Granul. Comput. Rough Sets Intell. Syst..

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

Mohamed Abouelenien, Xiaohui Yuan, 2013, 2013 IEEE International Conference on Granular Computing (GrC).

SampleBoost for Capsule Endoscopy Categorization and Abnormality Detection

Mohamed Abouelenien, Xiaohui Yuan, 2012, AMLTA.

Identity Deception Detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2017, IJCNLP.

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

Mohamed Abouelenien, Christian Hessler, M. Abouelenien, 2018, 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).

Study on Parameter Selection Using SampleBoost

Mohamed Abouelenien, Xiaohui Yuan, 2013, FLAIRS Conference.

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

Mohamed Abouelenien, Xiaohui Yuan, 2012, 2012 11th International Conference on Machine Learning and Applications.

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

Mohamed Abouelenien, Xiaohui Yuan, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

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

Lijun Xie, Mohamed Abouelenien, Xiaohui Yuan, 2018, Pattern Recognit..

Multimodal deception detection

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2018, The Handbook of Multimodal-Multisensor Interfaces, Volume 2.

Deception detection using a multimodal approach

Mohamed Abouelenien, Verónica Pérez-Rosas, Rada Mihalcea, 2014, ICMI.

Trimodal Analysis of Deceptive Behavior

Mohamed Abouelenien, Rada Mihalcea, Mihai Burzo, 2015, WMDD@ICMI.

MORSE: MultimOdal sentiment analysis for Real-life SEttings

Mohamed Abouelenien, Verónica Pérez-Rosas, Mihai Burzo, 2020, ICMI.

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

Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas, 2021, NAACL.

Understanding Driving Distractions: A Multimodal Analysis on Distraction Characterization

Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas, 2021, IUI.

Multimodal Political Deception Detection

Mohamed Abouelenien, Christian Hessler, Priyanka Asnani, 2021, IEEE MultiMedia.

Multimodal Detection of Drivers Drowsiness and Distraction

Mohamed Abouelenien, Mihai Burzo, Michalis Papakostas, 2021, ICMI.

Towards Classifying Human Circadian Rhythm Using Multiple Modalities

Mohamed Abouelenien, Mihai Burzo, Clay Maranville, 2021, 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII).

Multimodal Sensing of Thermal Discomfort for Adaptive Energy Saving in Buildings

Mohamed Abouelenien, Verónica Pérez-Rosas, Mihai Burzo, 2014 .

Proceedings of the 2015 ACM on Workshop on Multimodal Deception Detection

Mohamed Abouelenien, Mihai Burzo, Rada Mihalcea, 2015 .

Cluster-based Sampling and Ensemble for Bleeding Detection in Capsule Endoscopy Videos

Mohamed Abouelenien, Balathasan Giritharan, Xiaohui Yuan, 2013 .