Fakhreddine (Fakhri) Karray

Fakhreddine (Fakhri)  Karray

University of Waterloo

H-index: 62

North America-Canada

About Fakhreddine (Fakhri) Karray

Fakhreddine (Fakhri) Karray, With an exceptional h-index of 62 and a recent h-index of 42 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of multi-sensor data fusion, emotion recognition, intelligent systems, computational intelligence, machine learning.

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

VD-Net: An Edge Vision-Based Surveillance System for Violence Detection

Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection

Enabling Consumer UAVs for Precision Agriculture Applications: A Case Study of Yield Estimation

A study of the interactive role of metamorphic testing and machine learning in the quality assurance of a deep learning forecasting application

Action Knowledge Graph for Violence Detection Using Audiovisual Features

Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD

SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure

Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach

Fakhreddine (Fakhri) Karray Information

University

Position

IEEE Fellow University Research Chair

Citations(all)

19958

Citations(since 2020)

9336

Cited By

14192

hIndex(all)

62

hIndex(since 2020)

42

i10Index(all)

243

i10Index(since 2020)

130

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Fakhreddine (Fakhri) Karray Skills & Research Interests

multi-sensor data fusion

emotion recognition

intelligent systems

computational intelligence

machine learning

Top articles of Fakhreddine (Fakhri) Karray

Title

Journal

Author(s)

Publication Date

VD-Net: An Edge Vision-Based Surveillance System for Violence Detection

IEEE Access

Mustaqeem Khan

Abdulmotaleb El Saddik

Wail Gueaieb

Giulia De Masi

Fakhri Karray

2024/3/21

Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection

Applied Soft Computing

Behrouz Ahadzadeh

Moloud Abdar

Fatemeh Safara

Leyla Aghaei

Seyedali Mirjalili

...

2024/1/1

Enabling Consumer UAVs for Precision Agriculture Applications: A Case Study of Yield Estimation

Jamil Ahmad

Wail Gueaieb

Abdulmotaleb El Saddik

Giulia De Masi

Fakhri Karray

2024/1/6

A study of the interactive role of metamorphic testing and machine learning in the quality assurance of a deep learning forecasting application

International Journal of Information Technology

Islam Nasr

Lobna Nassar

Fakhri Karray

2024/1

Action Knowledge Graph for Violence Detection Using Audiovisual Features

Mustaqeem Khan

Muhammad Saad

Abbas Khan

Wail Gueaieb

Abdulmotaleb El Saddik

...

2024/1/6

Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD

Expert Systems with Applications

Yabing Li

Kun Song

Yongbo Zhang

Fakhreddine Karray

2024/9/1

SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure

Abbas Khan

Mustaqeem Khan

Wail Gueaieb

Abdulmotaleb El Saddik

Guilia De Masi

...

2024/1/6

Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach

Biomedical Signal Processing and Control

Milon Islam

Skeikh Nooruddin

Fakhri Karray

Ghulam Muhammad

2024

Influence of Regional Temperature Anomalies on Strawberry Yield: A Study Using Multivariate Copula Analysis

Sustainability

Poornima Unnikrishnan

Kumaraswamy Ponnambalam

Fakhri Karray

2024/1

Robustly Train Normalizing Flows via KL Divergence Regularization

Proceedings of the AAAI Conference on Artificial Intelligence

Kun Song

Ruben Solozabal

Hao Li

Martin Takáč

Lu Ren

...

2024/3/24

CamoFocus: Enhancing Camouflage Object Detection With Split-Feature Focal Modulation and Context Refinement

Abbas Khan

Mustaqeem Khan

Wail Gueaieb

Abdulmotaleb El Saddik

Giulia De Masi

...

2024

Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation

arXiv preprint arXiv:2306.04368

Massa Baali

Ibrahim Almakky

Shady Shehata

Fakhri Karray

2023/6/7

Secure federated learning with fully homomorphic encryption for iot communications

IEEE Internet of Things Journal

Neveen Mohammad Hijazi

Moayad Aloqaily

Mohsen Guizani

Bassem Ouni

Fakhri Karray

2023/8/4

Multidimensional Scaling, Sammon Mapping, and Isomap

Benyamin Ghojogh

Mark Crowley

Fakhri Karray

Ali Ghodsi

2023/2/3

Factor analysis and probabilistic principal component analysis

Benyamin Ghojogh

Mark Crowley

Fakhri Karray

Ali Ghodsi

2023/2/3

Laplacian-Based Dimensionality Reduction

Benyamin Ghojogh

Mark Crowley

Fakhri Karray

Ali Ghodsi

2023/2/3

Principal Component Analysis

Geometric Structure of High-Dimensional Data and Dimensionality Reduction

Jianzhong Wang

Jianzhong Wang

2012

Recod: resource-efficient camouflaged object detection for uav-based smart cities applications

Abbas Khan

Mustaqeem Khan

Wail Gueaieb

Abdulmotaleb El Saddik

Guilia De Masi

...

2023/9/24

Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things

Information Fusion

Md Milon Islam

Sheikh Nooruddin

Fakhri Karray

Ghulam Muhammad

2023/6/1

A survey on securing 6g wireless communications based optimization techniques

Ammar K Abasi

Moayad Aloqaily

Bassem Ouni

Mohsen Guizani

Merouane Debbah

...

2023/6/19

See List of Professors in Fakhreddine (Fakhri) Karray University(University of Waterloo)

Co-Authors

H-index: 65
Mohamed S. Kamel

Mohamed S. Kamel

University of Waterloo

H-index: 48
Ali Ghodsi

Ali Ghodsi

University of Waterloo

H-index: 23
Mark Crowley

Mark Crowley

University of Waterloo

H-index: 21
Benyamin Ghojogh

Benyamin Ghojogh

University of Waterloo

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