Mohamed Abouelenien

Mohamed Abouelenien

University of Michigan

H-index: 15

North America-United States

About Mohamed Abouelenien

Mohamed Abouelenien, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Affective Computing, Multimodal Interaction, Machine Learning, Computer Vision, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Non-Contact Based Modeling of Enervation

Towards Modeling Human Biorhythms Using Non-Invasive Approaches

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

Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning

Multimodal sensing of thermal comfort for adaptable climate control

Towards Imbalanced Multiclass Driver Distraction Identification

Multimodal deception detection using real-life trial data

Detection and recognition of driver distraction using multimodal signals

Mohamed Abouelenien Information

University

Position

___

Citations(all)

1180

Citations(since 2020)

905

Cited By

613

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Mohamed Abouelenien Skills & Research Interests

Affective Computing

Multimodal Interaction

Machine Learning

Computer Vision

Natural Language Processing

Top articles of Mohamed Abouelenien

Title

Journal

Author(s)

Publication Date

Non-Contact Based Modeling of Enervation

Kais Riani

Salem Sharak

Mohamed Abouelenien

Mihai Burzo

Rada Mihalcea

...

2023/1/5

Towards Modeling Human Biorhythms Using Non-Invasive Approaches

Kapotaksha Das

John Elson

Mohamed Abouelenien

Ali Hassani

Mihai Burzo

...

2023/12/5

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

arXiv preprint arXiv:2311.10944

Panfeng Li

Mohamed Abouelenien

Rada Mihalcea

2023/11/18

Towards Autonomous Physiological Signal Extraction From Thermal Videos Using Deep Learning

Kapotaksha Das

Mohamed Abouelenien

Mihai G Burzo

John Elson

Kwaku Prakah-Asante

...

2023/10/9

Multimodal sensing of thermal comfort for adaptable climate control

2023/4/18

Towards Imbalanced Multiclass Driver Distraction Identification

The International FLAIRS Conference Proceedings

Kapotaksha Das

Mohamed Abouelenien

Mihai Burzo

Rada Mihalcea

2022/5/4

Multimodal deception detection using real-life trial data

IEEE Transactions on Affective Computing

Umut Mehmet Sen

Veronica Perez-Rosas

Berrin Yanikoglu

Mohamed Abouelenien

Mihai Burzo

...

2020/8/11

Detection and recognition of driver distraction using multimodal signals

ACM Transactions on Interactive Intelligent Systems

Kapotaksha Das

Michalis Papakostas

Kais Riani

Andrew Gasiorowski

Mohamed Abouelenien

...

2022/12/12

A Topological Approach for Facial Region Segmentation in Thermal Images

Michael Lilley

Kapotaksha Das

Kais Riani

Mohamed Abouelenien

2022/12/5

Contact versus noncontact detection of driver’s drowsiness

Salem Sharak

Kapotaksha Das

Kais Riani

Mohamed Abouelenien

Mihai Burzo

...

2022/8/21

Learning Progression-based Automated Scoring of Visual Models

Ari Sagherian

Suhasini Lingaiah

Mohamed Abouelenien

Chee Wee Leong

Lei Liu

...

2022/6/29

Understanding driving distractions: A multimodal analysis on distraction characterization

Michalis Papakostas

Kais Riani

Andrew Brian Gasiorowski

Yan Sun

Mohamed Abouelenien

...

2021/4/14

Multimodal Political Deception Detection

IEEE MultiMedia

Manvi Kamboj

Christian Hessler

Priyanka Asnani

Kais Riani

Mohamed Abouelenien

2021

Multimodal detection of drivers drowsiness and distraction

Kapotaksha Das

Salem Sharak

Kais Riani

Mohamed Abouelenien

Mihai Burzo

...

2021/10/18

Towards classifying human circadian rhythm using multiple modalities

Kais Riani

Salem Sharak

Kapotaksha Das

Mohamed Abouelenien

Mihai Burzo

...

2021/9/28

Muser: Multimodal stress detection using emotion recognition as an auxiliary task

arXiv preprint arXiv:2105.08146

Yiqun Yao

Michalis Papakostas

Mihai Burzo

Mohamed Abouelenien

Rada Mihalcea

2021/5/17

Distracted and drowsy driving modeling using deep physiological representations and multitask learning

Applied Sciences

Michalis Papakostas

Kapotaksha Das

Mohamed Abouelenien

Rada Mihalcea

Mihai Burzo

2020/12/24

MORSE: MultimOdal sentiment analysis for Real-life SEttings

Yiqun Yao

Verónica Pérez-Rosas

Mohamed Abouelenien

Mihai Burzo

2020/10/21

Towards detecting levels of alertness in drivers using multiple modalities

Kais Riani

Michalis Papakostas

Hussein Kokash

Mohamed Abouelenien

Mihai Burzo

...

2020/6/30

A non-contact method for extracting heart and respiration rates

Christian Hessler

Mohamed Abouelenien

Mihai Burzo

2020/5/13

See List of Professors in Mohamed Abouelenien University(University of Michigan)