Fakhri Karray

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 182

Top Venues

Publications

Neveen Mohammad Hijazi, Moayad Aloqaily, Mohsen Guizani, Bassem Ouni, Fakhri Karray
Secure Federated Learning With Fully Homomorphic Encryption for IoT Communications. IEEE Internet Things J. 11 (3) (2024)
Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray
Robustly Train Normalizing Flows via KL Divergence Regularization. AAAI (2024)
Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray
FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. CoRR (2024)
Mustaqeem Khan, Abdulmotaleb El-Saddik, Wail Gueaieb, Giulia De Masi, Fakhri Karray
VD-Net: An Edge Vision-Based Surveillance System for Violence Detection. IEEE Access 12 (2024)
Raza Imam, Mohammed Talha Alam, Umaima Rahman, Mohsen Guizani, Fakhri Karray
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging. CoRR (2024)
Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray
Enabling Consumer UAVs for Precision Agriculture Applications: A Case Study of Yield Estimation. ICCE (2024)
Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray
AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations. CoRR (2024)
Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, U. Rajendra Acharya
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection. Appl. Soft Comput. 151 (2024)
Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray
CamoFocus: Enhancing Camouflage Object Detection with Split-Feature Focal Modulation and Context Refinement. WACV (2024)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach. Biomed. Signal Process. Control. 94 (2024)
Mustaqeem, Muhammad Saad, Abbas Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray
Action Knowledge Graph for Violence Detection Using Audiovisual Features. ICCE (2024)
Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Guilia De Masi, Fakhri Karray
SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure. ICCE (2024)
Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray
Yield estimation and health assessment of temperate fruits: A modular framework. Eng. Appl. Artif. Intell. 136 (2024)
Thanh Cong Ho, Farah Kharrat, Abderrazek Abid, Fakhri Karray, Anis Koubaa
REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring. MeMeA (2024)
Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray, Ghulam Muhammad
A multi-resolution fusion approach for human activity recognition from video data in tiny edge devices. Inf. Fusion 100 (2023)
Ammar Kamal Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Mérouane Debbah, Fakhri Karray
A Survey on Securing 6G Wireless Communications based Optimization Techniques. IWCMC (2023)
Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. CoRR (2023)
Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. ICC (2023)
Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Guilia De Masi, Fakhri Karray
RECOD: Resource-Efficient Camouflaged Object Detection for UAV-Based Smart Cities Applications. ISC2 (2023)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain. IEEE Internet Things J. 10 (4) (2023)
Youssef Abdelkareem, Shady Shehata, Fakhri Karray
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis. CoRR (2023)
Islam Nasr, Lobna Nassar, Fakhri Karray, Mohamed Bin Zayed
Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing. IJCNN (2023)
Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi
UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. Inf. Fusion 90 (2023)
Youssef Abdelkareem, Shady Shehata, Fakhri Karray
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Human View Synthesis. DAGM (2023)
Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. INTERSPEECH (2023)
Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray
An Efficient Violence Detection Approach for Smart Cities Surveillance System. ISC2 (2023)
Jad Doughman, Shady Shehata, Fakhri Karray
FairGauge: A Modularized Evaluation of Bias in Masked Language Models. ASONAM (2023)
Youssef Abdelkareem, Shady Shehata, Fakhri Karray
Multi-Plane Neural Radiance Fields for Novel View Synthesis. CoRR (2023)
Farah Kharrat, Wail Gueaieb, Fakhri Karray, Abdulmotaleb El-Saddik
A Hybrid Deep Learning Model for Human Activity Recognition and Fall Detection for the Elderly. MeMeA (2023)
Moayad Aloqaily, Ouns Bouachir, Fakhri Karray, Ismaeel Al Ridhawi, Abdulmotaleb El-Saddik
Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. IEEE Consumer Electron. Mag. 12 (6) (2023)
Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
Internet of Behavior and Explainable AI Systems for Influencing IoT Behavior. IEEE Netw. 37 (1) (2023)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things. Inf. Fusion 94 (2023)
Jad Doughman, Shady Shehata, Leen Al Qadi, Youssef Nafea, Fakhri Karray
Can a Prediction's Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models. Eval4NLP (2023)
Sarit Khirirat, Eduard Gorbunov, Samuel Horváth, Rustem Islamov, Fakhri Karray, Peter Richtárik
Clip21: Error Feedback for Gradient Clipping. CoRR (2023)
Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. CoRR (2023)
Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray
TinyHAR: Benchmarking Human Activity Recognition Systems in Resource Constrained Devices. WF-IoT (2022)
Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani, Mérouane Debbah
Realizing the Tactile Internet through Intelligent Zero Touch Networks. IEEE Netw. 36 (6) (2022)
Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
Decentralized IoB for Influencing IoT-based Systems Behavior. ICC (2022)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects. Comput. Biol. Medicine 149 (2022)
Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray
An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks. KES-HCIS (2022)
Ouns Bouachir, Moayad Aloqaily, Fakhri Karray, Abdulmotaleb El-Saddik
AI-based Blockchain for the Metaverse: Approaches and Challenges. BCCA (2022)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects. CoRR (2022)
Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray
COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. SMC (2022)
Ismaeel Al Ridhawi, Moayad Aloqaily, Ali Abbas, Fakhri Karray
An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray
Intelligent Blockchain-Enabled Communication and Services: Solutions for Moving Internet of Things Devices. IEEE Robotics Autom. Mag. 29 (2) (2022)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review. CoRR (2022)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey. CoRR (2022)
Islam Nasr, Lobna Nassar, Fakhri Karray
Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. SMC (2022)
Xiaozhuo Yu, Fakhri Karray
Improving Time Series Generation of GANs through Soft Dynamic Time Warping Loss. SMC (2022)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. CoRR (2022)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. AI (2022)
Islam Nasr, Lobna Nassar, Fakhri Karray
Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. IJCNN (2022)
Rabiah Al-qudah, Moayad Aloqaily, Fakhri Karray
Computer Vision-Based Architecture for IoMT Using Deep Learning. IWCMC (2022)
Moayad Aloqaily, Ouns Bouachir, Fakhri Karray, Ismaeel Al Ridhawi, Abdulmotaleb El-Saddik
Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. CoRR (2022)
Benyamin Ghojogh, Fakhri Karray, Mark Crowley
On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres. CoRR (2022)
Youssef Abdelkareem, Shady Shehata, Fakhri Karray
Advances in Preference-based Reinforcement Learning: A Review. SMC (2022)
Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray
Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning. MeditCom (2022)
Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray
Multimodal Human Activity Recognition for Smart Healthcare Applications. SMC (2022)
Mohita Chaudhary, Lobna Nassar, Fakhri Karray
Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. SMC (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey. CoRR (2021)
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
Magnification Generalization for Histopathology Image Embedding. CoRR (2021)
Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El-Saddik, Mansour Alsulaiman, Tiago H. Falk
A comprehensive survey on multimodal medical signals fusion for smart healthcare systems. Inf. Fusion 76 (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. ACML (2021)
Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray
Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. SMC (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Generative Locally Linear Embedding. CoRR (2021)
Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. CoRR (2021)
Yingxu Wang, Fakhri Karray, Sam Kwong, Konstantinos N. Plataniotis, Henry Leung, Ming Hou, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic, Okyay Kaynak, Janusz Kacprzyk, Mengchu Zhou, Michael H. Smith, Philip Chen, Shushma Patel
On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS). CoRR (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey. CoRR (2021)
Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Saeid Nahavandi
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection. CoRR (2021)
Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access 9 (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey. CoRR (2021)
Ambareesh Ravi, Fakhri Karray
Exploring Convolutional Recurrent architectures for anomaly detection in videos: a comparative study. Discov. Artif. Intell. 1 (1) (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey. CoRR (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey. CoRR (2021)
Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet
Versatile Deep Learning Based Application for Time Series Imputation. IJCNN (2021)
Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana
Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. CoRR (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey. CoRR (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Generative locally linear embedding: A module for manifold unfolding and visualization. Softw. Impacts 9 (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey. CoRR (2021)
Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana
Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. IEEE Access 9 (2021)
Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters. CoRR (2021)
Fatemeh Jafari, Lobna Nassar, Fakhri Karray
Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. SMC (2021)
Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
Transfer Learning Application for Berries Yield Forecasting using Deep Learning. IJCNN (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey. CoRR (2021)
Wanli Li, Jing Huang, Guoqi Xie, Fakhri Karray, Renfa Li
A survey on vision-based driver distraction analysis. J. Syst. Archit. 121 (2021)
Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
Magnification Generalization For Histopathology Image Embedding. ISBI (2021)
Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. SMC (2021)
Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray
Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. SMC (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey. CoRR (2021)
Ambareesh Ravi, Fakhri Karray
AutoEncoder regularization using Support Vector Data Description for Anomaly Detection. SMC (2021)
Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. IJCNN (2021)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey. CoRR (2021)
Benyamin Ghojogh, Fakhri Karray, Mark Crowley
Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition. CoRR (2020)
Benyamin Ghojogh, Fakhri Karray, Mark Crowley
Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. CoRR (2020)
Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. CoRR (2020)
Mohammad Hossein Basiri, Benyamin Ghojogh, Nasser L. Azad, Sebastian Fischmeister, Fakhri Karray, Mark Crowley
Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. CoRR (2020)
Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. ISVC (1) (2020)
Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam
Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. SMC (2020)
Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal
Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. IJCNN (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fakhri Karray