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Mohamed Abouelenien

Applied Machine Learning Computer Vision Multimodal Interaction Human Behavior Modeling Driver State Detection
University of Michigan (Dearborn) Computer and Information Science

About

Dr. Mohamed Abouelenien is an Associate Professor in the Computer and Information Science (CIS) department at the University of Michigan–Dearborn, where he teaches and conducts research in areas such as data science, machine learning, optimization, intelligent systems, and wearable sensors. He holds a Ph.D. in Computer Science and Engineering from the University of North Texas and leads work in applied machine learning, computer vision, and multimodal interaction, including research on human behavior modeling, affective computing, and driver state detection. His work has been published in top venues and is supported by industry and research grants.

Research Performance Summary

63
Total Papers
1753
Total Citations
20
H-Index
2008-2026
Active Research Span

First Recorded Paper

Eigenfaces vs. fisherfaces vs. ICA for face recognition; a comparative study

Year: 2008

Citations: 71

Venue: 2008 9th International Conference on Signal Processing

Latest Recorded Paper

Multimodal Non-Contact Based Modeling of Enervation

Year: 2026

Citations: 0

Venue: IEEE MultiMedia

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
2
2024
2
2023
4
2022
6
2021
5
2020
4
2019
3
2018
4
2017
7
2016
2

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 43
Journal 5
Book 2

Top Coauthors

Abouelenien Burzo Mihalcea

Research Impact by Period

2025-2026

Period Stats
Papers 3
Citations 0
Avg. Citations / Paper 0
H-Index 0

2020-2024

Period Stats
Papers 21
Citations 380
Avg. Citations / Paper 18.1
H-Index 10

2015-2019

Period Stats
Papers 22
Citations 1103
Avg. Citations / Paper 50.1
H-Index 11

2010-2014

Period Stats
Papers 16
Citations 199
Avg. Citations / Paper 12.4
H-Index 6

2005-2009

Period Stats
Papers 1
Citations 71
Avg. Citations / Paper 71
H-Index 1

Contact and Professional Links

Contact Information

zmohamed@umich.edu
3135933963

Detected Research Keywords

Multimodal Deception Detection Deception Detection Real Detection Real Life Real Life Trial Life Trial Data Multimodal Sensing Thermal Boosting Method Learning Method Learning Imbalanced Detection Capsule Endoscopy Capsule Endoscopy Videos