Mariette Awad, PhD

Mariette Awad, PhD

American University of Beirut

H-index: 26

Asia-Lebanon

About Mariette Awad, PhD

Mariette Awad, PhD, With an exceptional h-index of 26 and a recent h-index of 23 (since 2020), a distinguished researcher at American University of Beirut, specializes in the field of Deep Learning, Supervised Learning, Multiagent Learning, Disaster Informatics.

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

On The Potential of The Fractal Geometry and The CNNs Ability to Encode it

Quantum genetic algorithm for the design of miniaturized and reconfigurable IoT antennas

Spatio-temporal graph neural networks: A survey

CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions

Reinforcement learning in the sky: A survey on enabling intelligence in ntn-based communications

Predicting incomplete occlusion of intracranial aneurysms treated with flow diverters using machine learning models

Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices

Can machine learning predict mortality in myocardial infarction patients within several hours of hospitalization? A comparative analysis

Mariette Awad, PhD Information

University

Position

Associate Professor Electrical and Computer Engineering

Citations(all)

7394

Citations(since 2020)

5751

Cited By

3169

hIndex(all)

26

hIndex(since 2020)

23

i10Index(all)

58

i10Index(since 2020)

39

Email

University Profile Page

American University of Beirut

Google Scholar

View Google Scholar Profile

Mariette Awad, PhD Skills & Research Interests

Deep Learning

Supervised Learning

Multiagent Learning

Disaster Informatics

Top articles of Mariette Awad, PhD

Title

Journal

Author(s)

Publication Date

On The Potential of The Fractal Geometry and The CNNs Ability to Encode it

arXiv preprint arXiv:2401.04141

Julia El Zini

Bassel Musharrafieh

Mariette Awad

2024/1/7

Quantum genetic algorithm for the design of miniaturized and reconfigurable IoT antennas

IEEE Transactions on Antennas and Propagation

Rosette Maria Bichara

Fatima AB Asadallah

Mariette Awad

Joseph Costantine

2023/2/22

Spatio-temporal graph neural networks: A survey

arXiv preprint arXiv:2301.10569

Zahraa Al Sahili

Mariette Awad

2023/1/25

CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions

arXiv preprint arXiv:2301.07941

Julia El Zini

Mohammad Mansour

Mariette Awad

2023/1/19

Reinforcement learning in the sky: A survey on enabling intelligence in ntn-based communications

Tarek Naous

May Itani

Mariette Awad

Sanaa Sharafeddine

2023/1/13

Predicting incomplete occlusion of intracranial aneurysms treated with flow diverters using machine learning models

Journal of Neurosurgery

Bassel Hammoud

Julia El Zini

Mariette Awad

Ahmad Sweid

Stavropoula Tjoumakaris

...

2023/12/1

Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices

Yasmine Abu Adla

Mazen AR Saghir

Mariette Awad

2023/6/1

Can machine learning predict mortality in myocardial infarction patients within several hours of hospitalization? A comparative analysis

Christopher Farah

Yasmine Abu Adla

Mariette Awad

2022/6/14

Proceedings of the Second Workshop on NLP for Positive Impact (NLP4PI)

Laura Biester

Dorottya Demszky

Zhijing Jin

Mrinmaya Sachan

Joel Tetreault

...

2022/12

MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments

Karim Hamadeh

Julia El Zini

Joudi Hajar

Mariette Awad

2022/6/10

Beyond model interpretability: on the faithfulness and adversarial robustness of contrastive textual explanations

arXiv preprint arXiv:2210.08902

Julia El Zini

Mariette Awad

2022/10/17

On the evaluation of the plausibility and faithfulness of sentiment analysis explanations

Julia El Zini

Mohamad Mansour

Basel Mousi

Mariette Awad

2022/6/10

GAN-based semi-automated augmentation online tool for agricultural pest detection: A case study on whiteflies

Frontiers in Plant Science

Christophe Karam

Mariette Awad

Yusuf Abou Jawdah

Nour Ezzeddine

Aya Fardoun

2022/9/16

Acceptability of smokers of a conceptual cigarette tracker as wearable for smoking reduction

BMC Research Notes

Jumana Antoun

Rana Shehab

Georges Sakr

Sani Hlais

Mariette Awad

...

2022/2/10

Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks

Ali Ismail

Mariette Awad

2022/7/17

Bldnet: A semi-supervised change detection building damage framework using graph convolutional networks and urban domain knowledge

arXiv preprint arXiv:2201.10389

Ali Ismail

Mariette Awad

2022/1/25

An asymmetric loss with anomaly detection LSTM framework for power consumption prediction

Jihan Ghanim

Maha Issa

Mariette Awad

2022/6/14

On the explainability of natural language processing deep models

Julia El Zini

Mariette Awad

2022/12/3

Democratizing Heavy-Lift Multi-Rotors Design

Guy Maalouf

Mariette Awad

2021/12/8

Integration of Machine Learning and Discrete Choice Models to Better Predict and Describe Decision Makers’ Choices with Applications to Travel Decisions

Georges Sfeir

2021/5/7

See List of Professors in Mariette Awad, PhD University(American University of Beirut)

Co-Authors

H-index: 49
Rabih Jabr

Rabih Jabr

American University of Beirut

H-index: 38
Zaher Dawy

Zaher Dawy

American University of Beirut

H-index: 37
Hassan Artail

Hassan Artail

American University of Beirut

H-index: 36
Haitham Akkary

Haitham Akkary

American University of Beirut

H-index: 29
Hazem Hajj

Hazem Hajj

American University of Beirut

H-index: 21
Bernard Uguen

Bernard Uguen

Université de Rennes 1

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