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Fakhri Karray
Fakhreddine Karray
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2025
- [j100]Mustaqeem Khan
, Wail Gueaieb
, Abdulmotaleb Elsaddik
, Giulia De Masi
, Fakhri Karray
:
Graph-Based Knowledge Driven Approach for Violence Detection. IEEE Consumer Electron. Mag. 14(1): 77-85 (2025) - 2024
- [j99]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: 43796-43808 (2024) - [j98]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: 111141 (2024) - [j97]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: 106241 (2024) - [j96]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: 108871 (2024) - [j95]Yabing Li
, Kun Song, Yongbo Zhang, Fakhreddine Karray:
Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD. Expert Syst. Appl. 249: 123661 (2024) - [j94]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): 4289-4300 (2024) - [c234]Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray:
Robustly Train Normalizing Flows via KL Divergence Regularization. AAAI 2024: 15047-15055 - [c233]Ahmed Elhagry, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray:
On the Robustness and Real-time Adaptation of UAV-based Crowd Localization in Complex and High-density Scenes. CASE 2024: 232 - [c232]Mustaqeem Khan, Jamil Ahmad, Abdulmotaleb El-Saddik, Wail Gueaieb, Giulia De Masi, Fakhri Karray:
Drone-HAT: Hybrid Attention Transformer for Complex Action Recognition in Drone Surveillance Videos. CVPR Workshops 2024: 4713-4722 - [c231]Qing Li, Jiahui Geng, Chenyang Lyu, Derui Zhu, Maxim Panov, Fakhri Karray:
Reference-free Hallucination Detection for Large Vision-Language Models. EMNLP (Findings) 2024: 4542-4551 - [c230]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: 1-6 - [c229]Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray:
SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure. ICCE 2024: 1-5 - [c228]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: 1-5 - [c227]Chemsedine Bchir, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani:
Advancing Fairness in Microgrid Energy Transaction: An Alternative Approach. IWCMC 2024: 301-308 - [c226]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: 1-6 - [c225]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: 1423-1432 - [i63]Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray:
FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. CoRR abs/2405.13267 (2024) - [i62]Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray:
AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations. CoRR abs/2407.06817 (2024) - [i61]Raza Imam, Mohammed Talha Alam, Umaima Rahman, Mohsen Guizani, Fakhri Karray:
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging. CoRR abs/2407.07315 (2024) - [i60]Qing Li, Chenyang Lyu, Jiahui Geng, Derui Zhu, Maxim Panov, Fakhri Karray:
Reference-free Hallucination Detection for Large Vision-Language Models. CoRR abs/2408.05767 (2024) - [i59]Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
Advances in Preference-based Reinforcement Learning: A Review. CoRR abs/2408.11943 (2024) - [i58]Kun Song, Ruben Solozabal, Li hao, Lu Ren, Moloud Abdar, Qing Li, Fakhri Karray, Martin Takác:
Enhance Hyperbolic Representation Learning via Second-order Pooling. CoRR abs/2410.22026 (2024) - [i57]Ziwen Li, Jiaxin Huang, Runnan Chen, Yunlong Che, Yandong Guo, Tongliang Liu, Fakhri Karray, Mingming Gong:
Urban4D: Semantic-Guided 4D Gaussian Splatting for Urban Scene Reconstruction. CoRR abs/2412.03473 (2024) - 2023
- [b1]Benyamin Ghojogh
, Mark Crowley
, Fakhri Karray
, Ali Ghodsi
:
Elements of Dimensionality Reduction and Manifold Learning. Springer 2023, ISBN 978-3-031-10601-9, pp. 1-596 - [j93]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): 47-55 (2023) - [j92]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: 364-381 (2023) - [j91]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: 17-31 (2023) - [j90]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: 101953 (2023) - [j89]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): 3611-3641 (2023) - [j88]Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani:
Internet of Behavior and Explainable AI Systems for Influencing IoT Behavior. IEEE Netw. 37(1): 62-68 (2023) - [c224]Jad Doughman
, Shady Shehata
, Fakhri Karray
:
FairGauge: A Modularized Evaluation of Bias in Masked Language Models. ASONAM 2023: 131-135 - [c223]Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Human View Synthesis. DAGM 2023: 163-177 - [c222]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: 108-116 - [c221]Adel Ben Mnaouer
, Burkhard Stiller, Fakhreddine Karray, Mohamed Bin Zayed:
Message from the ICBC 2023 General and Technical Program Chairs. ICBC 2023: 1 - [c220]Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah:
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. ICC 2023: 3169-3174 - [c219]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: 1-6 - [c218]Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray:
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. INTERSPEECH 2023: 1558-1562 - [c217]Mustaqeem Khan
, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray:
An Efficient Violence Detection Approach for Smart Cities Surveillance System. ISC2 2023: 1-5 - [c216]Abbas Khan
, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Giulia De Masi, Fakhri Karray:
RECOD: Resource-Efficient Camouflaged Object Detection for UAV-Based Smart Cities Applications. ISC2 2023: 1-5 - [c215]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: 216-223 - [c214]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: 1-6 - [i56]Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah:
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. CoRR abs/2302.12205 (2023) - [i55]Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
Multi-Plane Neural Radiance Fields for Novel View Synthesis. CoRR abs/2303.01736 (2023) - [i54]Sarit Khirirat, Eduard Gorbunov, Samuel Horváth, Rustem Islamov, Fakhri Karray, Peter Richtárik:
Clip21: Error Feedback for Gradient Clipping. CoRR abs/2305.18929 (2023) - [i53]Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray:
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. CoRR abs/2306.04368 (2023) - [i52]Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis. CoRR abs/2309.11627 (2023) - 2022
- [j87]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: 106060 (2022) - [j86]Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani, Mérouane Debbah:
Realizing the Tactile Internet through Intelligent Zero Touch Networks. IEEE Netw. 36(6): 243-250 (2022) - [j85]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): 10-20 (2022) - [j84]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): 3858-3871 (2022) - [c213]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. Canadian AI 2022 - [c212]Ouns Bouachir, Moayad Aloqaily, Fakhri Karray, Abdulmotaleb El-Saddik:
AI-based Blockchain for the Metaverse: Approaches and Challenges. BCCA 2022: 231-236 - [c211]Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani:
Decentralized IoB for Influencing IoT-based Systems Behavior. ICC 2022: 3340-3345 - [c210]Islam Nasr, Lobna Nassar, Fakhri Karray:
Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. IJCNN 2022: 1-8 - [c209]Rabiah Al-qudah, Moayad Aloqaily, Fakhri Karray:
Computer Vision-Based Architecture for IoMT Using Deep Learning. IWCMC 2022: 931-936 - [c208]Sheikh Nooruddin, Md. Milon Islam
, Fakhri Karray:
An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks. KES-HCIS 2022: 53-69 - [c207]Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray:
Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning. MeditCom 2022: 55-60 - [c206]Md. Milon Islam
, Sheikh Nooruddin, Fakhri Karray:
Multimodal Human Activity Recognition for Smart Healthcare Applications. SMC 2022: 196-203 - [c205]Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray:
COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. SMC 2022: 2350-2357 - [c204]Youssef Abdelkareem, Shady Shehata, Fakhri Karray:
Advances in Preference-based Reinforcement Learning: A Review. SMC 2022: 2527-2532 - [c203]Islam Nasr, Lobna Nassar, Fakhri Karray:
Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. SMC 2022: 2863-2868 - [c202]Xiaozhuo Yu, Fakhri Karray:
Improving Time Series Generation of GANs through Soft Dynamic Time Warping Loss. SMC 2022: 3305-3310 - [c201]Sheikh Nooruddin, Md. Milon Islam
, Fakhri Karray:
TinyHAR: Benchmarking Human Activity Recognition Systems in Resource Constrained Devices. WF-IoT 2022: 1-8 - [i51]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey. CoRR abs/2201.09267 (2022) - [i50]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres. CoRR abs/2202.01619 (2022) - [i49]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 abs/2202.03274 (2022) - [i48]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. CoRR abs/2203.13911 (2022) - [i47]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 abs/2204.05921 (2022) - [i46]Moayad Aloqaily, Ouns Bouachir, Fakhri Karray, Ismaeel Al Ridhawi, Abdulmotaleb El-Saddik:
Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. CoRR abs/2210.04606 (2022) - 2021
- [j83]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: 30551-30572 (2021) - [j82]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: 145248-145270 (2021) - [j81]Ambareesh Ravi, Fakhri Karray:
Exploring Convolutional Recurrent architectures for anomaly detection in videos: a comparative study. Discov. Artif. Intell. 1(1) (2021) - [j80]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: 355-375 (2021) - [j79]Wanli Li
, Jing Huang, Guoqi Xie, Fakhri Karray, Renfa Li:
A survey on vision-based driver distraction analysis. J. Syst. Archit. 121: 102319 (2021) - [j78]Benyamin Ghojogh
, Ali Ghodsi
, Fakhri Karray
, Mark Crowley
:
Generative locally linear embedding: A module for manifold unfolding and visualization. Softw. Impacts 9: 100105 (2021) - [c200]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 - [c199]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: 1-16 - [c198]Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray:
Transfer Learning Application for Berries Yield Forecasting using Deep Learning. IJCNN 2021: 1-8 - [c197]Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray:
Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. IJCNN 2021: 1-8 - [c196]Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet:
Versatile Deep Learning Based Application for Time Series Imputation. IJCNN 2021: 1-8 - [c195]Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh:
Magnification Generalization For Histopathology Image Embedding. ISBI 2021: 1864-1868 - [c194]Mohita Chaudhary, Lobna Nassar, Fakhri Karray:
Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. SMC 2021: 844-850 - [c193]Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray:
Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. SMC 2021: 1241-1247 - [c192]Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray:
Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. SMC 2021: 1790-1796 - [c191]Ambareesh Ravi, Fakhri Karray:
AutoEncoder regularization using Support Vector Data Description for Anomaly Detection. SMC 2021: 1842-1848 - [c190]Fatemeh Jafari, Lobna Nassar, Fakhri Karray:
Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. SMC 2021: 2368-2374 - [c189]Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray:
Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. SMC 2021: 3416-3422 - [i45]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey. CoRR abs/2101.00734 (2021) - [i44]Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh:
Magnification Generalization for Histopathology Image Embedding. CoRR abs/2101.07757 (2021) - [i43]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 abs/2102.07617 (2021) - [i42]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 abs/2102.09024 (2021) - [i41]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Generative Locally Linear Embedding. CoRR abs/2104.01525 (2021) - [i40]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 abs/2105.08590 (2021) - [i39]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 abs/2106.02154 (2021) - [i38]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 abs/2106.08443 (2021) - [i37]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 abs/2106.15379 (2021) - [i36]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 abs/2107.03924 (2021) - [i35]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey. CoRR abs/2107.12521 (2021) - [i34]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 abs/2108.04172 (2021) - [i33]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 abs/2108.11019 (2021) - [i32]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey. CoRR abs/2109.02508 (2021) - [i31]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey. CoRR abs/2110.01858 (2021) - [i30]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey. CoRR abs/2110.09620 (2021) - [i29]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey. CoRR abs/2111.13282 (2021) - 2020
- [j77]Alaa El Khatib
, Chaojie Ou
, Fakhri Karray
:
Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey. IEEE Trans. Intell. Transp. Syst. 21(11): 4483-4496 (2020) - [j76]Chaojie Ou
, Fakhri Karray
:
Enhancing Driver Distraction Recognition Using Generative Adversarial Networks. IEEE Trans. Intell. Veh. 5(3): 385-396 (2020) - [j75]Chaojie Ou
, Fakhri Karray
:
Deep Learning-Based Driving Maneuver Prediction System. IEEE Trans. Veh. Technol. 69(2): 1328-1340 (2020) - [c188]Benyamin Ghojogh
, Fakhri Karray
, Mark Crowley
:
Anomaly Detection and Prototype Selection Using Polyhedron Curvature. Canadian AI 2020: 238-250 - [c187]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. CDC 2020: 2849-2856 - [c186]Benyamin Ghojogh
, Milad Sikaroudi
, Hamid R. Tizhoosh
, Fakhri Karray
, Mark Crowley
:
Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. ICIAR (2) 2020: 3-15 - [c185]