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Mohamed Abouelenien
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Deception detection using real-life trial data
V Pérez-Rosas, M Abouelenien, R Mihalcea, M Burzo
Proceedings of the 2015 ACM on International Conference on Multimodal …, 2015
1632015
A regularized ensemble framework of deep learning for cancer detection from multi-class, imbalanced training data
X Yuan, L Xie, M Abouelenien
Pattern Recognition 77, 160-172, 2018
1312018
Verbal and Nonverbal Clues for Real-life Deception Detection
V Pérez-Rosas, M Abouelenien, R Mihalcea, Y Xiao, CJ Linton, M Burzo
2015 Conference on Empirical Methods in Natural Language Processing, EMNLP …, 2015
752015
Eigenfaces vs. fisherfaces vs. ICA for face recognition; a comparative study
M Sharkas, M Abou Elenien
2008 9th International Conference on Signal Processing, 914-919, 2008
652008
Deception detection using a multimodal approach
M Abouelenien, V Pérez-Rosas, R Mihalcea, M Burzo
Proceedings of the 16th international conference on multimodal interaction …, 2014
612014
Detecting Deceptive Behavior Via Integration of Discriminative Features from Multiple Modalities
M Abouelenien, V Perez-Rosas, M Burzo, R Mihalcea
IEEE Transactions on Information Forensics and Security, 2017
602017
Human acute stress detection via integration of physiological signals and thermal imaging
M Abouelenien, M Burzo, R Mihalcea
Proceedings of the 9th ACM international conference on pervasive …, 2016
362016
Using infrared thermography and biosensors to detect thermal discomfort in a building’s inhabitants
M Burzo, M Abouelenien, V Pérez-Rosas, C Wicaksono, Y Tao, ...
ASME International Mechanical Engineering Congress and Exposition 46521 …, 2014
292014
Multimodal Deception Detection
M Burzo, M Abouelenien, V Perez-Rosas, R Mihalcea
212018
Multimodal gender detection
M Abouelenien, V Pérez-Rosas, R Mihalcea, M Burzo
Proceedings of the 19th ACM International Conference on Multimodal …, 2017
202017
A Multi-class Boosting Method for Learning from Imbalanced Data
X Yuan, M Abouelenien
International Journal of Granular Computing, Rough Sets and Intelligent …, 2015
192015
Multimodal Sensing of Thermal Discomfort for Adaptive Energy Saving in Buildings
M Burzo, C Wicaksono, M Abouelenien, VP erez-Rosas, R Mihalcea, ...
iiSBE Net Zero Built Environment 2014 Symposium, 2014
192014
Gender-based multimodal deception detection
M Abouelenien, V Pérez-Rosas, B Zhao, R Mihalcea, M Burzo
Proceedings of the Symposium on Applied Computing, 137-144, 2017
182017
Analyzing thermal and visual clues of deception for a non-contact deception detection approach
M Abouelenien, R Mihalcea, M Burzo
Proceedings of the 9th ACM International Conference on PErvasive …, 2016
152016
Cluster-based sampling and ensemble for bleeding detection in capsule endoscopy videos
M Abouelenien, X Yuan, B Giritharan, J Liu, S Tang
American Journal of Science and Engineering 2 (1), 24-32, 2013
142013
Cascaded Multimodal Analysis of Alertness Related Features for Drivers Safety Applications
M Abouelenien, M Burzo, R Mihalcea
The 8th ACM International Conference on PErvasive Technologies Related to …, 2015
132015
Multimodal deception detection using real-life trial data
UM Sen, V Perez-Rosas, B Yanikoglu, M Abouelenien, M Burzo, ...
IEEE Transactions on Affective Computing 13 (1), 306-319, 2022
112022
Towards detecting levels of alertness in drivers using multiple modalities
K Riani, M Papakostas, H Kokash, M Abouelenien, M Burzo, R Mihalcea
Proceedings of the 13th ACM International Conference on PErvasive …, 2020
92020
SampleBoost: Improving boosting performance by destabilizing weak learners based on weighted error analysis
M Abouelenien, X Yuan
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
92012
Identity deception detection
V Pérez-Rosas, Q Davenport, AM Dai, M Abouelenien, R Mihalcea
Proceedings of the Eighth International Joint Conference on Natural Language …, 2017
82017
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