Fakhri Karray - RankMe

418 papers A* 7A 13B 75C 10Misc 2Journal 175Unranked 120

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AG-CLIP: Attribute-Guided CLIP for Zero-Shot Fine-Grained Recognition. IEEE Open J. Comput. Soc. Jamil Ahmad, Mustaqeem Khan, Wail Guiaeab, Abdulmotaleb Elsaddik, Giulia De Masi, Fakhri Karray
2026	J	`jnl`	KineVLA: Towards Kinematics-Aware Vision-Language-Action Models with Bi-Level Action Decomposition. CoRR Gaoge Han, Zhengqing Gao, Ziwen Li, Jiaxin Huang, Shaoli Huang, Fakhri Karray, Mingming Gong, Tongliang Liu
2026	J	`jnl`	Leveraging model explainability and fine-grained cutmix augmentation for robust detection of apricot diseases in UAV images. Expert Syst. Appl. Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2026	J	`jnl`	VulnScout-C: A Lightweight Transformer for C Code Vulnerability Detection. CoRR Aymen Lassoued, Nacef Mbarek, Bechir Dardouri, Bassem Ouni, Qing Li, Fakhri Karray
2026	J	`jnl`	Zero-Shot Off-Policy Learning. CoRR Arip Asadulaev, Maksim Bobrin, Salem Lahlou, Dmitry V. Dylov, Fakhri Karray, Martin Takác
2025	J	`jnl`	A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models. CoRR Jiahui Geng, Qing Li, Herbert Woisetschlaeger, Zongxiong Chen, Yuxia Wang, Preslav Nakov, Hans-Arno Jacobsen, Fakhri Karray
2025	—	`conf`	A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition. ICCVW Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Fakhri Karray
2025	J	`jnl`	A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition. CoRR Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Fakhri Karray
2025	B	`conf`	ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions. SMC Fatmah AlHindaassi, Mohammed Talha Alam, Fakhri Karray
2025	J	`jnl`	ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions. CoRR Fatmah AlHindaassi, Mohammed Talha Alam, Fakhri Karray
2025	J	`jnl`	AdaptPrompt: Parameter-Efficient Adaptation of VLMs for Generalizable Deepfake Detection. CoRR Yichen Jiang, Mohammed Talha Alam, Sohail Ahmed Khan, Duc-Tien Dang-Nguyen, Fakhri Karray
2025	J	`jnl`	Behavior Merging Graph Convolution Network for Multi-Behavior Recommendation. IEEE Trans. Knowl. Data Eng. Hao Chen, Zhiqing Li, Yuanchen Bei, Kai Xu, Yijie Zhang, Feiran Huang, Yu Yang, Huan Gong, Fakhri Karray
2025	J	`jnl`	Bridging Brain with Foundation Models through Self-Supervised Learning. CoRR Hamdi Altaheri, Fakhri Karray, Md. Milon Islam, S. M. Taslim Uddin Raju, Amir-Hossein Karimi
2025	J	`jnl`	CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. CoRR Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Walter Pretschner, Heinz Koeppl, Fakhri Karray
2025	J	`jnl`	Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap. CoRR Weizhi Zhang, Yuanchen Bei, Liangwei Yang, Henry Peng Zou, Peilin Zhou, Aiwei Liu, Yinghui Li, Hao Chen, Jianling Wang, Yu Wang, Feiran Huang, Sheng Zhou, Jiajun Bu, Allen Lin, James Caverlee, Fakhri Karray, Irwin King, Philip S. Yu
2025	J	`jnl`	Deep Improvement Supervision. CoRR Arip Asadulaev, Rayan Banerjee, Fakhri Karray, Martin Takác
2025	J	`jnl`	Expert or not? assessing data quality in offline reinforcement learning. CoRR Arip Asadulaev, Fakhri Karray, Martin Takác
2025	B	`conf`	FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing. IJCB Mohammed Talha Alam, Fahad Shamshad, Fakhri Karray, Karthik Nandakumar
2025	J	`jnl`	FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing. CoRR Mohammed Talha Alam, Fahad Shamshad, Fakhri Karray, Karthik Nandakumar
2025	J	`jnl`	FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation. CoRR Ruochen Liu, Hao Chen, Yuanchen Bei, Zheyu Zhou, Lijia Chen, Qijie Shen, Feiran Huang, Fakhri Karray, Senzhang Wang
2025	J	`jnl`	FusionEnsemble-Net: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition. CoRR Md. Milon Islam, Md. Rezwanul Haque, S. M. Taslim Uddin Raju, Fakhri Karray
2025	—	`conf`	FusionEnsembleNet: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition. ICCVW Md. Milon Islam, Md. Rezwanul Haque, S. M. Taslim Uddin Raju, Fakhri Karray
2025	B	`conf`	GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning. IJCNN S. M. Taslim Uddin Raju, Md. Milon Islam, Md. Rezwanul Haque, Hamdi Altaheri, Fakhri Karray
2025	J	`jnl`	GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning. CoRR S. M. Taslim Uddin Raju, Md. Milon Islam, Md. Rezwanul Haque, Hamdi Altaheri, Fakhri Karray
2025	J	`jnl`	Graph-Based Knowledge Driven Approach for Violence Detection. IEEE Consumer Electron. Mag. Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb Elsaddik, Giulia De Masi, Fakhri Karray
2025	J	`jnl`	Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities. CoRR Yuanchen Bei, Weizhi Zhang, Siwen Wang, Weizhi Chen, Sheng Zhou, Hao Chen, Yong Li, Jiajun Bu, Shirui Pan, Yizhou Yu, Irwin King, Fakhri Karray, Philip S. Yu
2025	—	`conf`	HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. ACL (1) Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025	J	`jnl`	HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. CoRR Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025	B	`conf`	HEXA: Heterogeneity-aware Exact Aggregation for Efficient Fine-Tuning in Federated Learning. IJCNN Marco Garofalo, Massimo Villari, Fakhri Karray
2025	J	`jnl`	Hierarchical Instruction-aware Embodied Visual Tracking. CoRR Kui Wu, Hao Chen, Churan Wang, Fakhri Karray, Zhoujun Li, Yizhou Wang, Fangwei Zhong
2025	A*	`conf`	Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. AAAI Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray
2025	J	`jnl`	Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. CoRR Qing Li, Jiahui Geng, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray
2025	J	`jnl`	Joint Multi-Scale Multimodal Transformer for Emotion Using Consumer Devices. IEEE Trans. Consumer Electron. Mustaqeem Khan, Jamil Ahmad, Wail Gueaieb, Giulia De Masi, Fakhri Karray, Abdulmotaleb El Saddik
2025	A	`conf`	Large Language Model Simulator for Cold-Start Recommendation. WSDM Feiran Huang, Yuanchen Bei, Zhenghang Yang, Junyi Jiang, Hao Chen, Qijie Shen, Senzhang Wang, Fakhri Karray, Philip S. Yu
2025	J	`jnl`	Learning Compact Discriminant Representation via Low-Rank Bilinear Pooling. IEEE Trans. Pattern Anal. Mach. Intell. Kun Song, Hao Li, Gong Cheng, Junwei Han, Feiping Nie, Bin Gu, Fakhri Karray
2025	B	`conf`	MDD-Net: Multimodal Depression Detection through Mutual Transformer. SMC Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray
2025	J	`jnl`	MDD-Net: Multimodal Depression Detection through Mutual Transformer. CoRR Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray
2025	B	`conf`	MMFformer: Multimodal Fusion Transformer Network for Depression Detection. SMC Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray
2025	J	`jnl`	MMFformer: Multimodal Fusion Transformer Network for Depression Detection. CoRR Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray
2025	J	`jnl`	MSF-Net: Multi-stage fusion network for emotion recognition from multimodal signals in scalable healthcare. Inf. Fusion Md. Milon Islam, Fakhri Karray, Ghulam Muhammad
2025	—	`conf`	Multimodal Agentic System for Highway Safety Monitoring. ComComAP Abdulla Almarzooqi, Abderrazek Abid, Fakhri Karray
2025	J	`jnl`	PosA-VLA: Enhancing Action Generation via Pose-Conditioned Anchor Attention. CoRR Ziwen Li, Xin Wang, Hanlue Zhang, Runnan Chen, Runqi Lin, Xiao He, Han Huang, Yandong Guo, Fakhri Karray, Tongliang Liu, Mingming Gong
2025	J	`jnl`	REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring. CoRR Thanh Cong Ho, Farah Kharrat, Abderrazek Abid, Fakhri Karray
2025	—	`conf`	VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. ACL (Findings) Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray
2025	J	`jnl`	VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. CoRR Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray
2025	—	`conf`	Vision Language Models for Dynamic Human Activity Recognition in Healthcare Settings. IWBBIO (2) Abderrazek Abid, Thanh Cong Ho, Fakhri Karray
2025	J	`jnl`	Vision Language Models for Dynamic Human Activity Recognition in Healthcare Settings. CoRR Abderrazek Abid, Thanh Cong Ho, Fakhri Karray
2025	J	`jnl`	Y-shaped Generative Flows. CoRR Arip Asadulaev, Semyon Semenov, Abduragim Shtanchaev, Eric Moulines, Fakhri Karray, Martin Takác
2024	C	`conf`	Action Knowledge Graph for Violence Detection Using Audiovisual Features. ICCE Mustaqeem, Muhammad Saad, Abbas Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	J	`jnl`	Advances in Preference-based Reinforcement Learning: A Review. CoRR Youssef Abdelkareem, Shady Shehata, Fakhri Karray
2024	B	`conf`	Advancing Fairness in Microgrid Energy Transaction: An Alternative Approach. IWCMC Chemsedine Bchir, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
2024	J	`jnl`	AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations. CoRR Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray
2024	A	`conf`	CamoFocus: Enhancing Camouflage Object Detection with Split-Feature Focal Modulation and Context Refinement. WACV Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	J	`jnl`	CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging. CoRR Raza Imam, Mohammed Talha Alam, Umaima Rahman, Mohsen Guizani, Fakhri Karray
2024	—	`conf`	Drone-HAT: Hybrid Attention Transformer for Complex Action Recognition in Drone Surveillance Videos. CVPR Workshops Mustaqeem Khan, Jamil Ahmad, Abdulmotaleb El Saddik, Wail Gueaieb, Giulia De Masi, Fakhri Karray
2024	C	`conf`	Enabling Consumer UAVs for Precision Agriculture Applications: A Case Study of Yield Estimation. ICCE Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	J	`jnl`	Enhance Hyperbolic Representation Learning via Second-order Pooling. CoRR Kun Song, Ruben Solozabal, Li Hao, Lu Ren, Moloud Abdar, Qing Li, Fakhri Karray, Martin Takác
2024	J	`jnl`	Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach. Biomed. Signal Process. Control. Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2024	A	`conf`	FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. BMVC Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray
2024	J	`jnl`	FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. CoRR Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray
2024	J	`jnl`	Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection. Appl. Soft Comput. Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Leyla Aghaei, Seyedali Mirjalili, Abbas Khosravi, Salvador García, Fakhri Karray, U. Rajendra Acharya
2024	B	`conf`	Knowledge-Infused Learning for Fine-Grained Plant Disease Recognition. ICIP Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	—	`conf`	On the Robustness and Real-time Adaptation of UAV-based Crowd Localization in Complex and High-density Scenes. CASE Ahmed Elhagry, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	—	`conf`	REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring. MeMeA Thanh Cong Ho, Farah Kharrat, Abderrazek Abid, Fakhri Karray, Anis Koubaa
2024	—	`conf`	Reference-free Hallucination Detection for Large Vision-Language Models. EMNLP (Findings) Qing Li, Jiahui Geng, Chenyang Lyu, Derui Zhu, Maxim Panov, Fakhri Karray
2024	J	`jnl`	Reference-free Hallucination Detection for Large Vision-Language Models. CoRR Qing Li, Chenyang Lyu, Jiahui Geng, Derui Zhu, Maxim Panov, Fakhri Karray
2024	A*	`conf`	Robustly Train Normalizing Flows via KL Divergence Regularization. AAAI Kun Song, Ruben Solozabal, Hao Li, Martin Takác, Lu Ren, Fakhri Karray
2024	J	`jnl`	Secure Federated Learning With Fully Homomorphic Encryption for IoT Communications. IEEE Internet Things J. Neveen Mohammad Hijazi, Moayad Aloqaily, Mohsen Guizani, Bassem Ouni, Fakhri Karray
2024	C	`conf`	SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure. ICCE Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2024	B	`conf`	TransUAAE-CapGen: Caption Generation from Histopathological Patches through Transformer and UNet-Based Adversarial Autoencoder. SMC S. M. Taslim Uddin Raju, Abdul Raqeeb Mohammad, Md. Milon Islam, Fakhri Karray
2024	J	`jnl`	Urban4D: Semantic-Guided 4D Gaussian Splatting for Urban Scene Reconstruction. CoRR Ziwen Li, Jiaxin Huang, Runnan Chen, Yunlong Che, Yandong Guo, Tongliang Liu, Fakhri Karray, Mingming Gong
2024	J	`jnl`	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	J	`jnl`	Yield estimation and health assessment of temperate fruits: A modular framework. Eng. Appl. Artif. Intell. Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2023	—	`conf`	A Hybrid Deep Learning Model for Human Activity Recognition and Fall Detection for the Elderly. MeMeA Farah Kharrat, Wail Gueaieb, Fakhri Karray, Abdulmotaleb El Saddik
2023	B	`conf`	A Survey on Securing 6G Wireless Communications based Optimization Techniques. IWCMC Ammar Kamal Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Mérouane Debbah, Fakhri Karray
2023	J	`jnl`	A multi-resolution fusion approach for human activity recognition from video data in tiny edge devices. Inf. Fusion Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray, Ghulam Muhammad
2023	—	`conf`	An Efficient Violence Detection Approach for Smart Cities Surveillance System. ISC2 Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2023	A	`conf`	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. INTERSPEECH Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
2023	J	`jnl`	Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. CoRR Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray
2023	—	`conf`	Can a Prediction's Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models. Eval4NLP Jad Doughman, Shady Shehata, Leen Al Qadi, Youssef Nafea, Fakhri Karray
2023	J	`jnl`	Clip21: Error Feedback for Gradient Clipping. CoRR Sarit Khirirat, Eduard Gorbunov, Samuel Horváth, Rustem Islamov, Fakhri Karray, Peter Richtárik
2023	—	`book`	Elements of Dimensionality Reduction and Manifold Learning Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi
2023	B	`conf`	Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing. IJCNN Islam Nasr, Lobna Nassar, Fakhri Karray, Mohamed Bin Zayed
2023	B	`conf`	FairGauge: A Modularized Evaluation of Bias in Masked Language Models. ASONAM Jad Doughman, Shady Shehata, Fakhri Karray
2023	—	`conf`	GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Human View Synthesis. DAGM Youssef Abdelkareem, Shady Shehata, Fakhri Karray
2023	J	`jnl`	GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis. CoRR Youssef Abdelkareem, Shady Shehata, Fakhri Karray
2023	—	`conf`	HACER: An Integrated Remote Monitoring Platform for the Elderly. iMETA Siwar Ben Ammar, Thanh Cong Ho, Fakhri Karray, Wail Gueaieb
2023	—	`conf`	Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. ICC Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah
2023	J	`jnl`	Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. CoRR Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah
2023	J	`jnl`	Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. IEEE Consumer Electron. Mag. Moayad Aloqaily, Ouns Bouachir, Fakhri Karray, Ismaeel Al Ridhawi, Abdulmotaleb El Saddik
2023	J	`jnl`	Internet of Behavior and Explainable AI Systems for Influencing IoT Behavior. IEEE Netw. Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
2023	J	`jnl`	Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain. IEEE Internet Things J. Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2023	J	`jnl`	Multi-Plane Neural Radiance Fields for Novel View Synthesis. CoRR Youssef Abdelkareem, Shady Shehata, Fakhri Karray
2023	J	`jnl`	Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things. Inf. Fusion Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2023	—	`conf`	RECOD: Resource-Efficient Camouflaged Object Detection for UAV-Based Smart Cities Applications. ISC2 Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray
2023	—	`conf`	Towards a Computer Vision-Based Approach for Digital Twin Implementation. iMETA Miriam Cristofoletti, Khem Emrith, Abdelmotaleb Elsaddik, Fakhri Karray
2023	J	`jnl`	UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. Inf. Fusion Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi
2022	—	`conf`	AI-based Blockchain for the Metaverse: Approaches and Challenges. BCCA Ouns Bouachir, Moayad Aloqaily, Fakhri Karray, Abdulmotaleb El Saddik
2022	B	`conf`	Advances in Preference-based Reinforcement Learning: A Review. SMC Youssef Abdelkareem, Shady Shehata, Fakhri Karray
2022	—	`conf`	An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks. KES-HCIS Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray
2022	J	`jnl`	An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management. IEEE Trans. Netw. Serv. Manag. Ismaeel Al Ridhawi, Moayad Aloqaily, Ali Abbas, Fakhri Karray
2022	B	`conf`	COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. SMC Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray
2022	B	`conf`	Computer Vision-Based Architecture for IoMT Using Deep Learning. IWCMC Rabiah Al-qudah, Moayad Aloqaily, Fakhri Karray
2022	—	`conf`	Decentralized IoB for Influencing IoT-based Systems Behavior. ICC Haya Elayan, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani
2022	B	`conf`	Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. SMC Islam Nasr, Lobna Nassar, Fakhri Karray
2022	J	`jnl`	Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects. CoRR Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2022	J	`jnl`	Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects. Comput. Biol. Medicine Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2022	B	`conf`	Improving Time Series Generation of GANs through Soft Dynamic Time Warping Loss. SMC Xiaozhuo Yu, Fakhri Karray
2022	J	`jnl`	Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. CoRR Moayad Aloqaily, Ouns Bouachir, Fakhri Karray, Ismaeel Al Ridhawi, Abdulmotaleb El Saddik
2022	J	`jnl`	Intelligent Blockchain-Enabled Communication and Services: Solutions for Moving Internet of Things Devices. IEEE Robotics Autom. Mag. Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray
2022	J	`jnl`	Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review. CoRR Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray, Ghulam Muhammad
2022	B	`conf`	Multimodal Human Activity Recognition for Smart Healthcare Applications. SMC Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray
2022	J	`jnl`	On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2022	J	`jnl`	Realizing the Tactile Internet through Intelligent Zero Touch Networks. IEEE Netw. Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani, Mérouane Debbah
2022	—	`conf`	Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning. MeditCom Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Fakhri Karray
2022	J	`jnl`	Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2022	—	`conf`	Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. Canadian AI Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2022	J	`jnl`	Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2022	—	`conf`	TinyHAR: Benchmarking Human Activity Recognition Systems in Resource Constrained Devices. WF-IoT Sheikh Nooruddin, Md. Milon Islam, Fakhri Karray
2022	B	`conf`	Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. IJCNN Islam Nasr, Lobna Nassar, Fakhri Karray
2021	J	`jnl`	A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). IEEE Access Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
2021	J	`jnl`	A comprehensive survey on multimodal medical signals fusion for smart healthcare systems. Inf. Fusion Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El Saddik, Mansour Alsulaiman, Tiago H. Falk
2021	J	`jnl`	A survey on vision-based driver distraction analysis. J. Syst. Archit. Wanli Li, Jing Huang, Guoqi Xie, Fakhri Karray, Renfa Li
2021	B	`conf`	Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. SMC Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray
2021	B	`conf`	AutoEncoder regularization using Support Vector Data Description for Anomaly Detection. SMC Ambareesh Ravi, Fakhri Karray
2021	B	`conf`	Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. SMC Mohita Chaudhary, Lobna Nassar, Fakhri Karray
2021	—	`conf`	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 Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
2021	J	`jnl`	Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters. CoRR Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
2021	B	`conf`	Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. SMC Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
2021	B	`conf`	Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. SMC Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray
2021	J	`jnl`	Exploring Convolutional Recurrent architectures for anomaly detection in videos: a comparative study. Discov. Artif. Intell. Ambareesh Ravi, Fakhri Karray
2021	J	`jnl`	Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Generative Locally Linear Embedding. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Generative locally linear embedding: A module for manifold unfolding and visualization. Softw. Impacts Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	—	`conf`	Magnification Generalization For Histopathology Image Embedding. ISBI Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2021	J	`jnl`	Magnification Generalization for Histopathology Image Embedding. CoRR Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2021	J	`jnl`	On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS). CoRR 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
2021	J	`jnl`	Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	B	`conf`	Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. IJCNN Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
2021	J	`jnl`	Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. IEEE Access Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana
2021	J	`jnl`	Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. CoRR Mahmoud M. Nasr, Md. Milon Islam, Shady Shehata, Fakhri Karray, Yuri Quintana
2021	J	`jnl`	Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	B	`conf`	Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. SMC Fatemeh Jafari, Lobna Nassar, Fakhri Karray
2021	B	`conf`	Transfer Learning Application for Berries Yield Forecasting using Deep Learning. IJCNN Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray
2021	J	`jnl`	UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection. CoRR Moloud Abdar, Soorena Salari, Sina Qahremani, Hak-Keung Lam, Fakhri Karray, Sadiq Hussain, Abbas Khosravi, U. Rajendra Acharya, Saeid Nahavandi
2021	J	`jnl`	Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2021	C	`conf`	Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. ACML Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
2021	J	`jnl`	Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. CoRR Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley
2021	B	`conf`	Versatile Deep Learning Based Application for Time Series Imputation. IJCNN Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet
2020	J	`jnl`	A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng
2020	B	`conf`	A Tripartite Theory of Trustworthiness for Autonomous Systems. SMC Yingxu Wang, Svetlana N. Yanushkevich, Ming Hou, Konstantinos N. Plataniotis, Mark Coates, Marina L. Gavrilova, Yaoping Hu, Fakhri Karray, Henry Leung, Arash Mohammadi, Sam Kwong, Edward W. Tunstel, Ljiljana Trajkovic, Imre J. Rudas, Janusz Kacprzyk
2020	J	`jnl`	Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling. CoRR Parisa Abdolrahim Poorheravi, Benyamin Ghojogh, Vincent C. Gaudet, Fakhri Karray, Mark Crowley
2020	B	`conf`	Agent-Based Modeling to Simulate Real-World Prices: A Strawberry Market Study. SMC F. Fathallahi, Kumaraswamy Ponnambalam, Yu Huang, Fakhri Karray
2020	—	`conf`	Anomaly Detection and Prototype Selection Using Polyhedron Curvature. Canadian AI Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Anomaly Detection and Prototype Selection Using Polyhedron Curvature. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	—	`conf`	Anomaly Detection for Images Using Auto-encoder Based Sparse Representation. ICIAR (2) Qiang Zhao, Fakhri Karray
2020	—	`conf`	Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. ICIAR (2) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	B	`conf`	Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. ICPR Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020	J	`jnl`	Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. CoRR Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020	B	`conf`	Deep Learning Based Approach for Fresh Produce Market Price Prediction. IJCNN Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam
2020	B	`conf`	Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications. SMC Ifeanyi Emmanuel Okwuchi, Lobna Nassar, Fakhri Karray, Kumaraswamy Ponnambalam
2020	J	`jnl`	Deep Learning-Based Driving Maneuver Prediction System. IEEE Trans. Veh. Technol. Chaojie Ou, Fakhri Karray
2020	—	`conf`	Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. CDC Mohammad Hossein Basiri, Benyamin Ghojogh, Nasser L. Azad, Sebastian Fischmeister, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. CoRR Mohammad Hossein Basiri, Benyamin Ghojogh, Nasser L. Azad, Sebastian Fischmeister, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey. IEEE Trans. Intell. Transp. Syst. Alaa El Khatib, Chaojie Ou, Fakhri Karray
2020	J	`jnl`	Enhancing Driver Distraction Recognition Using Generative Adversarial Networks. IEEE Trans. Intell. Veh. Chaojie Ou, Fakhri Karray
2020	B	`conf`	Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. IJCNN Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. CoRR Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020	—	`conf`	Generalized Subspace Learning by Roweis Discriminant Analysis. ICIAR (1) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	B	`conf`	Human Machine Interaction Platform for Home Care Support System. SMC Mahmoud M. Nasr, Fakhri Karray, Yuri Quintana
2020	—	`ed.`	Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part I ICIAR (1) Aurélio Campilho, Fakhri Karray, Zhou Wang
2020	—	`ed.`	Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II ICIAR (2) Aurélio Campilho, Fakhri Karray, Zhou Wang
2020	B	`conf`	Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. SMC Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam
2020	J	`jnl`	Locally Linear Embedding and its Variants: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2020	B	`conf`	Machine Learning Based Approaches for Imputation in Time Series Data and their Impact on Forecasting. SMC Muhammad Saad, Mohita Chaudhary, Fakhri Karray, Vincent C. Gaudet
2020	B	`conf`	Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. SMC Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar
2020	J	`jnl`	Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2020	—	`conf`	Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. ISVC (1) Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020	J	`jnl`	Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches. CoRR Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh
2020	B	`conf`	Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. IJCNN Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal
2020	J	`jnl`	Quantile-Quantile Embedding for Distribution Transformation, Manifold Embedding, and Image Embedding with Choice of Embedding Distribution. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey. CoRR Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
2020	B	`conf`	Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. SMC Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet
2020	J	`jnl`	Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	—	`conf`	Theoretical Insights into the Use of Structural Similarity Index in Generative Models and Inferential Autoencoders. ICIAR (2) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2020	—	`conf`	Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. ICIAR (2) Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020	J	`jnl`	Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. CoRR Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley
2020	B	`conf`	Yield forecast of California strawberry: Time-series Models vs. ML Tools. SMC Fatemeh Jafari, Kumaraswamy Ponnambalam, Seyed Jamshid Mousavi, Fakhri Karray
2019	—	`conf`	A Deep Learning-Based Noise-Resilient Keyword Spotting Engine for Embedded Platforms. ICIAR (2) Ramzi Abdelmoula, Alaa M. Khamis, Fakhri Karray
2019	—	`conf`	An End-to-End Deep Learning Based Gesture Recognizer for Vehicle Self Parking System. ICIAR (2) Hassene Ben Amara, Fakhri Karray
2019	—	`conf`	Design of an End-to-End Dual Mode Driver Distraction Detection System. ICIAR (2) Chaojie Ou, Qiang Zhao, Fakhri Karray, Alaa El Khatib
2019	J	`jnl`	Eigenvalue and Generalized Eigenvalue Problems: Tutorial. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. CoRR Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi, Tania Kapoor, Wahab Ali, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Fisher and Kernel Fisher Discriminant Analysis: Tutorial. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Fitting A Mixture Distribution to Data: Tutorial. CoRR Benyamin Ghojogh, Aydin Ghojogh, Mark Crowley, Fakhri Karray
2019	—	`ed.`	Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part I ICIAR Fakhri Karray, Aurélio Campilho, Alfred C. H. Yu
2019	—	`ed.`	Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part II ICIAR Fakhri Karray, Aurélio Campilho, Alfred C. H. Yu
2019	—	`conf`	Image Structure Subspace Learning Using Structural Similarity Index. ICIAR (1) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	—	`conf`	Locally Linear Image Structural Embedding for Image Structure Manifold Learning. ICIAR (1) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Locally Linear Image Structural Embedding for Image Structure Manifold Learning. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	—	`conf`	On Autonomous Systems: From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. ICCI*CC Yingxu Wang, Konstantinos N. Plataniotis, Sam Kwong, Henry Leung, Svetlana N. Yanushkevich, Fakhri Karray, Ming Hou, Newton Howard, Rodolfo A. Fiorini, Paolo Soda, Edward W. Tunstel, Jianmin Wang, Shushma Patel
2019	J	`jnl`	Overview of the crowdsourcing process. Knowl. Inf. Syst. Lobna Nassar, Fakhri Karray
2019	B	`conf`	Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization. IJCNN Alaa El Khatib, Fakhri Karray
2019	—	`conf`	Principal Component Analysis Using Structural Similarity Index for Images. ICIAR (1) Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Principal Component Analysis Using Structural Similarity Index for Images. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Quantized Fisher Discriminant Analysis. CoRR Benyamin Ghojogh, Ali Saheb Pasand, Fakhri Karray, Mark Crowley
2019	J	`jnl`	Roweis Discriminant Analysis: A Generalized Subspace Learning Method. CoRR Benyamin Ghojogh, Fakhri Karray, Mark Crowley
2019	—	`conf`	Strategies for Improving Single-Head Continual Learning Performance. ICIAR (1) Alaa El Khatib, Fakhri Karray
2018	—	`ch.`	Automatic Document Topic Identification Using Social Knowledge Network. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel
2018	B	`conf`	Driver Behavior Monitoring Using Tools of Deep Learning and Fuzzy Inferencing. FUZZ-IEEE Chaojie Ou, Chahid Ouali, Safaa M. Bedawi, Fakhri Karray
2018	—	`ed.`	Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings ICIAR Aurélio Campilho, Fakhri Karray, Bart M. ter Haar Romeny
2018	J	`jnl`	Improving Multi-Step Traffic Flow Prediction. CoRR Arief Koesdwiady, Fakhri Karray
2018	B	`conf`	Methods to Improve Multi-Step Time Series Prediction. IJCNN Arief Koesdwiady, Alaa El Khatib, Fakhri Karray
2018	J	`jnl`	New EMS to Incorporate Smart Parking Lots Into Demand Response. IEEE Trans. Smart Grid Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray
2018	B	`conf`	New Results on Neutral Type Fuzzy Based Cellular Neural Networks. FUZZ-IEEE Chaouki Aouiti, Farah Dridi, Fakhri Karray
2018	—	`conf`	Non-Stationary Traffic Flow Prediction Using Deep Learning. VTC Fall Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray
2018	B	`conf`	Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. IJCNN Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray
2018	—	`conf`	Predicting Steering Actions for Self-Driving Cars Through Deep Learning. VTC Fall Chaojie Ou, Safaa Mahmoud Bedawi, Arief B. Koesdwiady, Fakhri Karray
2018	—	`ch.`	Real-Time Detection of Topics in Twitter Streams. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Rania Ibrahim, Ahmed Elbagoury, Khaled Ammar, Mohamed S. Kamel, Fakhri Karray
2018	J	`jnl`	SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. CoRR Arief Koesdwiady, Fakhri Karray
2018	J	`jnl`	Tools and approaches for topic detection from Twitter streams: survey. Knowl. Inf. Syst. Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray
2018	—	`conf`	Transfer Learning Based Strategy for Improving Driver Distraction Recognition. ICIAR Chaojie Ou, Chahid Ouali, Fakhri Karray
2017	J	`jnl`	Editorial: A Successful Year and Looking Forward to 2017 and Beyond. IEEE Trans. Neural Networks Learn. Syst. Haibo He, Robert Haas, Jun Fu, Barbara Hammer, Daniel W. C. Ho, Fakhri Karray, Dhireesha Kudithipudi, José Antonio Lozano, Teresa Bernarda Ludermir, Jacek Mandziuk, Stefano Melacci, Antonio Paiva, Hong Qiao, Alain Rakotomamonjy, Shiliang Sun, Johan A. K. Suykens, Meng Wang
2017	—	`conf`	End-to-End Deep Learning for Driver Distraction Recognition. ICIAR Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray
2017	—	`ed.`	Image Analysis and Recognition - 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings ICIAR Fakhri Karray, Aurélio Campilho, Farida Cheriet
2017	J	`jnl`	Managing Demand for Plug-in Electric Vehicles in Unbalanced LV Systems With Photovoltaics. IEEE Trans. Ind. Informatics Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray
2017	—	`conf`	Multi-robot SLAM: An Overview and Quantitative Evaluation of MRGS ROS Framework for MR-SLAM. RiTA Mahmoud Abdelgalil, Mahmoud M. Nasr, Mohamed H. Elalfy, Alaa M. Khamis, Fakhri Karray
2017	—	`ed.`	Robot Intelligence Technology and Applications 4 - Results from the 4th International Conference on Robot Intelligence Technology and Applications, RiTA 2015, Bucheon, Korea, December 14-16, 2015. RiTA Jong-Hwan Kim, Fakhri Karray, Jun Jo, Peter Sincak, Hyun Myung
2017	—	`conf`	Voice Controlled Multi-robot System for Collaborative Task Achievement. RiTA Chahid Ouali, Mahmoud M. Nasr, Mahmoud Abdelgalil, Fakhri Karray
2016	J	`jnl`	A Multi-Modal Driver Fatigue and Distraction Assessment System. Int. J. Intell. Transp. Syst. Res. Céline Craye, Abdullah M. Rashwan, Mohamed S. Kamel, Fakhri Karray
2016	—	`conf`	Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions. ICIAR Junhong Wang, Yun-Qian Miao, Alaa M. Khamis, Fakhri Karray, Jiye Liang
2016	J	`jnl`	Attention Assist: A High-Level Information Fusion Framework for Situation and Threat Assessment in Vehicular Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. Keyvan Golestan, Bahador Khaleghi, Fakhri Karray, Mohamed S. Kamel
2016	B	`conf`	Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory. IJCNN Ridha Soua, Arief Koesdwiady, Fakhri Karray
2016	A*	`conf`	EBEK: Exemplar-Based Kernel Preserving Embedding. IJCAI Ahmed Elbagoury, Rania Ibrahim, Mohamed S. Kamel, Fakhri Karray
2016	—	`conf`	Enhancing Topic Detection in Twitter Using the Crowdsourcing Process. CTS Lobna Nassar, Rania Ibrahim, Fakhri Karray
2016	B	`conf`	Fuzzy Logic in VANET context aware Congested Road and Automatic Crash Notification. FUZZ-IEEE Lobna Nassar, Fakhri Karray
2016	B	`conf`	Game theoretic Fuzzy Multi-Entity Bayesian Networks for collision avoidance in VANETs. FUZZ-IEEE Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel
2016	—	`ed.`	Image Analysis and Recognition - 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings ICIAR Aurélio Campilho, Fakhri Karray
2016	—	`conf`	Impact of plug-in electric vehicles in unbalanced LV systems with photo-voltaic. CCECE Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray
2016	B	`conf`	LVC: Local Variance-based Clustering. IJCNN Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray
2016	J	`jnl`	Online Intelligent Demand Management of Plug-In Electric Vehicles in Future Smart Parking Lots. IEEE Syst. J. Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray
2016	J	`jnl`	Recent Advances on Context-Awareness and Data/Information Fusion in ITS. Int. J. Intell. Transp. Syst. Res. Farook Sattar, Fakhri Karray, Mohamed Kamel, Lobna Nassar, Keyvan Golestan
2016	—	`conf`	Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. ICIAR Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray
2016	J	`jnl`	Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. CoRR Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray
2016	J	`jnl`	Situation awareness within the context of connected cars: A comprehensive review and recent trends. Inf. Fusion Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel
2016	J	`jnl`	VANET IR-CAS for Safety ACN: Information Retrieval Context Aware System for VANET Automatic Crash Notification Safety Application. Int. J. Intell. Transp. Syst. Res. Lobna Nassar, Mohamed S. Kamel, Fakhri Karray
2015	—	`conf`	Adaptive Control for Directional Drilling Systems with Delay and Parameter Uncertainty. RiTA Arief B. Koesdwiady, Sami El-Ferik, Fakhri Karray
2015	B	`conf`	An integrated approach for Fuzzy Multi-entity Bayesian Networks and semantic analysis for soft and hard data fusion. FUZZ-IEEE Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel
2015	—	`conf`	Design and FPGA Implementation of a Fuzzy-PI Controller for Omnidirectional Robot System. RiTA Mohamed Slim Masmoudi, Najla Krichen Masmoudi, Arief B. Koesdwiady, Fakhri Karray, Mohamed Masmoudi
2015	J	`jnl`	Distributed Soft-Data-Constrained Multi-Model Particle Filter. IEEE Trans. Cybern. Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray
2015	—	`conf`	Driver Inattention Detection System: A PSO-Based Multiview Classification Approach. ITSC Arief Koesdwiady, Ramzi Abdelmoula, Fakhri Karray, Mohamed S. Kamel
2015	J	`jnl`	Driver distraction detection and recognition using RGB-D sensor. CoRR Céline Craye, Fakhri Karray
2015	A	`conf`	Exemplar-Based Topic Detection in Twitter Streams. ICWSM Ahmed Elbagoury, Rania Ibrahim, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray
2015	—	`conf`	HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems. DIVANet Lobna Nassar, Parmit K. Chilana, Mohamed S. Kamel, Fakhri Karray
2015	J	`jnl`	Localization in vehicular ad hoc networks using data fusion and V2V communication. Comput. Commun. Keyvan Golestan, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Sepideh Seifzadeh
2015	—	`conf`	Short-Text Clustering using Statistical Semantics. WWW (Companion Volume) Sepideh Seifzadeh, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray
2015	—	`conf`	Spectral emotion profile. CCECE Pouria Fewzee, Fakhri Karray
2015	J	`jnl`	VANET IR-CAS for Commercial SA: Information Retrieval Context Aware System for VANET Commercial Service Announcement. Int. J. Intell. Transp. Syst. Res. Lobna Nassar, Fakhri Karray, Mohamed S. Kamel
2014	—	`conf`	A Visual-Based Driver Distraction Recognition and Detection Using Random Forest. ICIAR (1) Amira Ragab, Céline Craye, Mohamed S. Kamel, Fakhri Karray
2014	B	`conf`	A fuzzy-logic-based approach for soft data constrained multiple-model PHD filter. FUZZ-IEEE Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray
2014	—	`conf`	A model for situation and threat/impact assessment in vehicular ad-hoc networks. DIVANet Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel
2014	A	`conf`	Embed and Conquer: Scalable Embeddings for Kernel SDM Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray
2014	—	`conf`	Evaluating VANET information retrieval context aware systems using the average distance measure ADM. DIVANet Lobna Nassar, Mohamed S. Kamel, Fakhri Karray
2014	B	`conf`	Fuzzy multi entity Bayesian networks: A model for imprecise knowledge representation and reasoning in high-level information fusion. FUZZ-IEEE Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel
2014	B	`conf`	Max-dependence regression. IJCNN Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic, Fakhri Karray
2014	J	`jnl`	Multiview Supervised Dictionary Learning in Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Mehrdad J. Gangeh, Pouria Fewzee, Ali Ghodsi, Mohamed S. Kamel, Fakhri Karray
2014	—	`conf`	Priority-based charging coordination of plug-in electric vehicles in smart parking lots. ISGT Elham Akhavan-Rezai, Mostafa F. Shaaban, E. F. El-Saadany, Fakhri Karray
2014	—	`ed.`	Robot Intelligence Technology and Applications 2 - Results from the 2nd International Conference on Robot Intelligence Technology and Applications, RiTA 2013, Denver, Colorado, USA, December 18-20, 2013 RiTA Jong-Hwan Kim, Eric T. Matson, Hyun Myung, Peter Weiliang Xu, Fakhri Karray
2014	B	`conf`	Source-reliability-adaptive distributed information fusion. SMC Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray
2014	J	`jnl`	Toward Necessity of Parametric Conditions for Monotonic Fuzzy Systems. IEEE Trans. Fuzzy Syst. Jin-Myung Won, Fakhri Karray
2013	—	`conf`	A Convex Fuzzy Range-Free Sensor Network Localization Method. RiTA Fatma Kiraz, Baris Fidan, Fakhri Karray
2013	—	`conf`	Adaptive Budget for Online Learning. ICDM Workshops Talieh Seyed Tabatabaei, Fakhri Karray, Mohamed S. Kamel
2013	—	`conf`	An Arabic Optical Character Recognition System Using Restricted Boltzmann Machines. CIARP (2) Abdullah M. Rashwan, Mohamed S. Kamel, Fakhri Karray
2013	J	`jnl`	An efficient concept-based retrieval model for enhancing text retrieval quality. Knowl. Inf. Syst. Shady Shehata, Fakhri Karray, Mohamed S. Kamel
2013	—	`conf`	Car driver fatigue monitoring using Hidden Markov Models and Bayesian networks. ICCVE Abdullah M. Rashwan, Mohamed S. Kamel, Fakhri Karray
2013	J	`jnl`	Computerized facial diagnosis using both color and texture features. Inf. Sci. Bob Zhang, Xingzheng Wang, Fakhri Karray, Zhimin Yang, David Zhang
2013	B	`conf`	Continuous Emotion Recognition: Another Look at the Regression Problem. ACII Pouria Fewzee, Fakhri Karray
2013	J	`jnl`	Embed and Conquer: Scalable Embeddings for Kernel $k$-Means on MapReduce. CoRR Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray
2013	—	`conf`	Features selection approaches for intrusion detection systems based on evolution algorithms. ICUIMC Safaa Zaman, Mohammed El-Abed, Fakhri Karray
2013	C	`conf`	High level information fusion through a fuzzy extension to Multi-Entity Bayesian Networks in Vehicular Ad-hoc Networks. FUSION Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel
2013	—	`conf`	Multi-distributions Particle Filter for Eye Tracking Inside a Vehicle. ICIAR Céline Craye, Fakhri Karray
2013	C	`conf`	Soft-Data-Constrained Multi-Model Particle Filter for agile target tracking. FUSION Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray
2012	—	`conf`	A Novel Template Matching Approach to Speaker-Independent Arabic Spoken Digit Recognition. AIS Jiping Sun, Jeremy Sun, Kacem Abida, Fakhri Karray
2012	—	`conf`	A Novel Voting Scheme for ROVER Using Automatic Error Detection. AIS Kacem Abida, Fakhri Karray, Wafa Abida
2012	—	`conf`	Adaptive communication gateway for vehicular networking applications. DIVANet Ayman Jundi, Slim Boumaiza, Fakhri Karray, Farook Sattar
2012	—	`conf`	Automatic Document Topic Identification using Wikipedia Hierarchical Ontology. ISSPA Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel
2012	—	`ed.`	Autonomous and Intelligent Systems - Third International Conference, AIS 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings AIS Mohamed Kamel, Fakhri Karray, Hani Hagras
2012	—	`conf`	Dental X-Ray Image Segmentation and Object Detection Based on Phase Congruency. ICIAR (2) Farook Sattar, Fakhri Karray
2012	J	`jnl`	Detecting Optic Disc on Asians by Multiscale Gaussian Filtering. Int. J. Biomed. Imaging Bob Zhang, Jane You, Fakhri Karray
2012	—	`conf`	Dimensionality Reduction for Emotional Speech Recognition. SocialCom/PASSAT Pouria Fewzee, Fakhri Karray
2012	—	`conf`	Early internet traffic recognition based on machine learning methods. CCECE Talieh Seyed Tabatabaei, Fakhri Karray, Mohamed Kamel
2012	B	`conf`	Elastic net for paralinguistic speech recognition. ICMI Pouria Fewzee, Fakhri Karray
2012	A	`conf`	Emotional Speech: A Spectral Analysis. INTERSPEECH Pouria Fewzee, Fakhri Karray
2012	—	`conf`	Enhancement of the ROVER's Voting Scheme Using Pattern Matching. AIS Milad Alemzadeh, Kacem Abida, Richard Khoury, Fakhri Karray
2012	—	`conf`	Features' Weight Learning towards Improved Query Classification. AIS Arash Abghari, Kacem Abida, Fakhri Karray
2012	Misc	`conf`	Human-centered multi-target tracking: A Random Set theoretic approach. IRI Bahador Khaleghi, Fakhri Karray
2012	—	`conf`	Machine Learning-Based Classification of Encrypted Internet Traffic. MLDM Talieh Seyed Tabatabaei, Mostafa Adel, Fakhri Karray, Mohamed Kamel
2012	—	`conf`	Market-Based Framework for Mobile Surveillance Systems. AIS Ahmed M. Elmogy, Alaa M. Khamis, Fakhri Karray
2012	J	`jnl`	Model order selection for multiple cooperative swarms clustering using stability analysis. Inf. Sci. Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel
2012	B	`conf`	Necessity of parametric conditions for monotonic TSK fuzzy systems. SMC Jin-Myung Won, Fakhri Karray
2012	J	`jnl`	Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction. Inf. Sci. Bob Zhang, Fakhri Karray, Qin Li, Lei Zhang
2012	—	`conf`	VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET. DIVANet Lobna Nassar, Fakhri Karray, Mohamed S. Kamel, Farook Sattar
2012	—	`conf`	Vehicle localization in VANETs using data fusion and V2V communication. DIVANet Keyvan Golestan, Sepideh Seifzadeh, Mohamed S. Kamel, Fakhri Karray, Farook Sattar
2012	—	`conf`	Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Context-Aware Processing and Communication Gateway. AIS L. Nassar, Ayman Jundi, Keyvan Golestan, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Slim Boumaiza
2012	—	`conf`	Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Information Gathering and Data Fusion. AIS Keyvan Golestan, Ayman Jundi, L. Nassar, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Slim Boumaiza
2011	J	`jnl`	A Novel Approach to Path Planning for Autonomous Mobile Robots. Control. Intell. Syst. Yun-Qian Miao, Alaa M. Khamis, Fakhri Karray, Mohamed S. Kamel
2011	J	`jnl`	An Intelligent Decision-Making System Based on Multiple Classifiers updated Using confidence Rates and stress parameters. Control. Intell. Syst. Tarek M. Hamdani, Mohamed A. Khabou, Adel M. Alimi, Fakhri Karray
2011	—	`conf`	Audio-Based Emotion Recognition from Natural Conversations Based on Co-Occurrence Matrix and Frequency Domain Energy Distribution Features. ACII (2) Aya Sayedelahl, Pouria Fewzee, Mohamed S. Kamel, Fakhri Karray
2011	—	`ed.`	Autonomous and Intelligent Systems - Second International Conference, AIS 2011, Burnaby, BC, Canada, June 22-24, 2011. Proceedings AIS Mohamed Kamel, Fakhri Karray, Wail Gueaieb, Alaa M. Khamis
2011	—	`conf`	Combination of Error Detection Techniques in Automatic Speech Transcription. AIS Kacem Abida, Wafa Abida, Fakhri Karray
2011	J	`jnl`	Complex Task Allocation in Mobile Surveillance Systems. J. Intell. Robotic Syst. Alaa M. Khamis, Ahmed M. Elmogy, Fakhri Karray
2011	J	`jnl`	Crover: the Context-Augmented Rover. Control. Intell. Syst. Kacem Abida, Fakhri Karray, Wafa Abida
2011	J	`jnl`	Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Trans. Neural Networks Marco Baglietto, Lubica Benusková, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco A. Wiering, Vicente Zarzoso
2011	—	`conf`	Exploring Wikipedia's Category Graph for Query Classification. AIS Milad Alemzadeh, Richard Khoury, Fakhri Karray
2011	J	`jnl`	Hierarchical genetic algorithm with new evaluation function and bi-coded representation for the selection of features considering their confidence rate. Appl. Soft Comput. Tarek M. Hamdani, Jin-Myung Won, Adel M. Alimi, Fakhri Karray
2011	A*	`conf`	Integrating visual exploration and visual search in robotic visual attention: The role of human-robot interaction. ICRA Momotaz Begum, Fakhri Karray
2011	J	`jnl`	Preface: Special Issue on Advances in Intelligent and Autonomous Systems. Control. Intell. Syst. Fakhri Karray, Alaa M. Khamis, Wail Gueaieb
2011	A	`conf`	ROVER Enhancement with Automatic Error Detection. INTERSPEECH Kacem Abida, Fakhri Karray
2011	J	`jnl`	Survey on speech emotion recognition: Features, classification schemes, and databases. Pattern Recognit. Moataz M. H. El Ayadi, Mohamed S. Kamel, Fakhri Karray
2011	Misc	`conf`	cROVER: Improving ROVER using automatic error detection. ICASSP Kacem Abida, Fakhri Karray, Wafa Abida
2010	J	`jnl`	A Probabilistic Model of Overt Visual Attention for Cognitive Robots. IEEE Trans. Syst. Man Cybern. Part B Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine
2010	—	`conf`	A testbed platform for assessing human-robot verbal interaction. AIS Hassene Bouraoui, Alaa M. Khamis, Fakhri Karray
2010	J	`jnl`	An Efficient Concept-Based Mining Model for Enhancing Text Clustering. IEEE Trans. Knowl. Data Eng. Shady Shehata, Fakhri Karray, Mohamed S. Kamel
2010	—	`conf`	An Efficient Method for Tagging a Query with Category Labels Using Wikipedia towards Enhancing Search Engine Results. Web Intelligence Milad Alemzadeh, Fakhri Karray
2010	J	`jnl`	An Efficient Model for Enhancing Text Categorization Using Sentence Semantics. Comput. Intell. Shady Shehata, Fakhri Karray, Mohamed S. Kamel
2010	J	`jnl`	An Optimization Algorithm for the Coordinated Hybrid Agent Framework. Int. J. Robotics Autom. Howard Li, Fakhri Karray, Otman A. Basir
2010	C	`conf`	An integral approach for Geno-Simulated Annealing. HIS Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel, Abbas Ahmadi
2010	J	`jnl`	Cumulative Update of All-Terminal Reliability for Faster Feasibility Decision. IEEE Trans. Reliab. Jin-Myung Won, Fakhri Karray
2010	J	`jnl`	Detection of microaneurysms using multi-scale correlation coefficients. Pattern Recognit. Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray
2010	J	`jnl`	Flocking based approach for data clustering. Nat. Comput. Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel
2010	B	`conf`	Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning. ICPR Bob Zhang, Lei Zhang, Jane You, Fakhri Karray
2010	—	`conf`	Optic Disc Detection by Multi-scale Gaussian Filtering with Scale Production and a Vessels' Directional Matched Filter. ICMB Bob Zhang, Fakhri Karray
2010	—	`conf`	Optic disc and fovea detection via multi-scale matched filters and a vessels' directional matched filter. AIS Bob Zhang, Fakhri Karray
2010	—	`conf`	Refractive error detection via group sparse representation. AIS Qin Li, Jinghua Wang, Jane You, Bob Zhang, Fakhri Karray
2010	—	`conf`	Retinal Vessel Centerline Extraction Using Multiscale Matched Filter and Sparse Representation-Based Classifier. ICMB Bob Zhang, Qin Li, Lei Zhang, Jane You, Fakhri Karray
2010	J	`jnl`	Retinal vessel extraction by matched filter with first-order derivative of Gaussian. Comput. Biol. Medicine Bob Zhang, Lin Zhang, Lei Zhang, Fakhri Karray
2010	J	`jnl`	Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Medical Imaging Meindert Niemeijer, Bram van Ginneken, Michael J. Cree, Atsushi Mizutani, Gwenolé Quellec, Clara I. Sánchez, Bob Zhang, Roberto Hornero, Mathieu Lamard, Chisako Muramatsu, Xiangqian Wu, Guy Cazuguel, Jane You, Agustín Mayo, Qin Li, Yuji Hatanaka, Béatrice Cochener, Christian Roux, Fakhri Karray, María García, Hiroshi Fujita, Michael D. Abràmoff
2010	—	`conf`	Systems combination in large vocabulary continuous speech recognition. AIS Kacem Abida, Fakhri Karray
2010	—	`conf`	Towards generalized performance metrics for human-robot interaction. AIS Jamil Abou Saleh, Fakhri Karray
2009	B	`conf`	A probabilistic approach for attention-based multi-modal human-robot interaction. RO-MAN Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine
2009	—	`conf`	Astigmatism and Eye Shape. IPCV Bob Zhang, Jane You, Fakhri Karray, Chea-su Kee, Qin Li
2009	—	`conf`	Collaborative architecture for distributed intrusion detection system. CISDA Safaa Zaman, Fakhri Karray
2009	—	`conf`	Features Selection for Intrusion Detection Systems Based on Support Vector Machines. CCNC Safaa Zaman, Fakhri Karray
2009	B	`conf`	Fuzzy ESVDF Approach for Intrusion Detection Systems. AINA Safaa Zaman, Fakhri Karray
2009	—	`conf`	Hierarchical detection of red lesions in retinal images by multiscale correlation filtering. Computer-Aided Diagnosis Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray
2009	—	`conf`	Lightweight IDS Based on Features Selection and IDS Classification Scheme. CSE (3) Safaa Zaman, Fakhri Karray
2009	—	`ch.`	Stability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms. Foundations of Computational Intelligence (4) Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel
2009	—	`conf`	TCP/IP Model and Intrusion Detection Systems. AINA Workshops Safaa Zaman, Fakhri Karray
2008	J	`jnl`	A Fast Scalable Evolutionary Algorithm for the QoS Multicast Routing Problem. Intell. Autom. Soft Comput. Salah Al-Sharhan, Fakhri Karray, Wail Gueaieb
2008	J	`jnl`	A Framework for Coordinated Control of Multiagent Systems and Its Applications. IEEE Trans. Syst. Man Cybern. Part A Howard Li, Fakhri Karray, Otman A. Basir, Insop Song
2008	B	`conf`	An evolutionary approach for accent classification in IVR systems. SMC Sameeh Ullah, Fakhri Karray
2008	B	`conf`	Designing beta basis function neural network for optimization using particle swarm optimization. IJCNN Habib Dhahri, Adel M. Alimi, Fakhri Karray
2008	C	`conf`	Enhancing Text Categorization Using Sentence Semantics. ADMA Shady Shehata, Fakhri Karray, Mohamed Kamel
2008	B	`conf`	Enhancing the structure and parameters of the centers for BBF Fuzzy Neural Network classifier construction based on data structure. IJCNN Tarek M. Hamdani, Adel M. Alimi, Fakhri Karray
2008	B	`conf`	Model order selection for multiple cooperative swarms clustering using stability analysis. IEEE Congress on Evolutionary Computation Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
2008	B	`conf`	Non-dominated Sorting Evolution Strategy-based K-means clustering algorithm for accent classification. ICPR Sameeh Ullah, Fakhri Karray, Jin-Myung Won
2008	A	`conf`	Object- and space-based visual attention: An integrated framework for autonomous robots. IROS Momotaz Begum, George K. I. Mann, Ray G. Gosine, Fakhri Karray
2008	A	`conf`	Particle swarm clustering ensemble. GECCO Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
2008	—	`conf`	Re-mapping of visual saliency in overt attention: A particle filter approach for robotic systems. ROBIO Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine
2008	B	`conf`	The modified particle swarm optimization for the design of the Beta Basis Function neural networks. IEEE Congress on Evolutionary Computation Habib Dhahri, Adel M. Alimi, Fakhri Karray
2008	J	`jnl`	Toward a tight upper bound for the error probability of the binary Gaussian classification problem. Pattern Recognit. Moataz M. H. El Ayadi, Mohamed S. Kamel, Fakhri Karray
2007	A*	`conf`	A concept-based model for enhancing text categorization. KDD Shady Shehata, Fakhri Karray, Mohamed Kamel
2007	—	`conf`	Enhancing Search Engine Quality Using Concept-based Text Retrieval. Web Intelligence Shady Shehata, Fakhri Karray, Mohamed Kamel
2007	—	`conf`	Hybrid learning scheme for modular-based phoneme recognizer. ISSPA Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
2007	J	`jnl`	Inferring operating rules for reservoir operations using fuzzy regression and ANFIS. Fuzzy Sets Syst. Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray
2007	—	`conf`	Multi-objective Feature Selection with NSGA II. ICANNGA (1) Tarek M. Hamdani, Jin-Myung Won, Adel M. Alimi, Fakhri Karray
2007	—	`conf`	Multiple Cooperating Swarms for Data Clustering. SIS Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
2007	J	`jnl`	Semantic Understanding of General Linguistic Items by Means of Fuzzy Set Theory. IEEE Trans. Fuzzy Syst. Richard Khoury, Fakhri Karray, Yu Sun, Mohamed Kamel, Otman A. Basir
2007	—	`conf`	Soft computing-based approach for natural language call routing systems. ISSPA Sameeh Ullah, Fakhri Karray, Arash Abghari, Sushil Podder
2007	—	`conf`	Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models. ICASSP (4) Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray
2006	B	`conf`	Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection. IEEE Congress on Evolutionary Computation Tarek M. Hamdani, Adel M. Alimi, Fakhri Karray
2006	A*	`conf`	Enhancing Text Clustering Using Concept-based Mining Model. ICDM Shady Shehata, Fakhri Karray, Mohamed S. Kamel
2006	—	`conf`	Enhancing Text Retrieval Performance using Conceptual Ontological Graph. ICDM Workshops Shady Shehata, Fakhri Karray, Mohamed S. Kamel
2005	B	`conf`	An optimization algorithm for the coordinated hybrid agent framework. SMC Howard Li, Fakhri Karray, Otman A. Basir, Insop Song
2005	J	`jnl`	Connectionist-based Dempster-Shafer evidential reasoning for data fusion. IEEE Trans. Neural Networks Otman A. Basir, Fakhri Karray, Hongwei Zhu
2005	B	`conf`	Fuzzy Methodology for Enhancement of Context Semantic Understanding. FUZZ-IEEE Yu Sun, Fakhri Karray, Otman A. Basir, Jiping Sun, Mohamed Kamel
2005	—	`conf`	The Stability Analysis of the Coordinated Hybrid Agent Framework. ISIC Howard Li, Fakhri Karray, Otman Basir, Insop Song
2004	—	`conf`	A framework for coordinated control of multi-agent systems. ISIC Fakhri Karray, Oman Basir, Insop Song, Howard Li
2004	—	`conf`	Distributed control framework design and implementation for multi-robotic systems: a case study on block manipulation. ISIC Federico Guedea, Insop Song, Fakhri Karray
2004	J	`jnl`	Integration of Distributed Robotic Systems. J. Adv. Comput. Intell. Intell. Informatics Fakhri Karray, Rogelio Soto, Federico Guedea, Insop Song
2004	B	`conf`	Interference and error probability evaluation in multiservice interference limited wireless ad hoc networks. WCNC Wael Bazzi, Fakhri Karray
2004	—	`conf`	Wrapper Components for Distributed Robotic Systems. MICAI Federico Guedea-Elizalde, Rubén Morales-Menéndez, Rogelio Soto, Insop Song, Fakhri Karray
2003	J	`jnl`	A robust adaptive fuzzy position/force control scheme for cooperative manipulators. IEEE Trans. Control. Syst. Technol. Wail Gueaieb, Fakhri Karray, Salah Al-Sharhan
2003	—	`conf`	Analysis and optimization of a non-time based motion controller for a nonholonomic mobile robot. CIRA Hao Li, Simon X. Yang, Fakhri Karray
2003	J	`jnl`	Approximation properties of fuzzy systems for smooth functions and their first-order derivative. IEEE Trans. Syst. Man Cybern. Part A Radhia Hassine, Fakhri Karray, Adel M. Alimi, Mohamed Selmi
2003	—	`conf`	Deriving reservoir operating rules via fuzzy regression and ANFIS. EUSFLAT Conf. Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray
2003	J	`jnl`	Learning-based resource optimization in asynchronous transfer mode (ATM) networks. IEEE Trans. Syst. Man Cybern. Part B Salah Al-Sharhan, Fakhri Karray, Wail Gueaieb
2003	J	`jnl`	Minimizing variance of reservoir systems operations benefits using soft computing tools. Fuzzy Sets Syst. Kumaraswamy Ponnambalam, Fakhri Karray, Seyed Jamshid Mousavi
2003	A	`conf`	Real world implementation of fuzzy anti-swing control for behavior-based intelligent crane system. IROS Jiaming Wang, Hao Li, Fakhri Karray, Otman A. Basir
2003	—	`conf`	Real-time feature extraction from artificial marks using interline method. ISIC Federico Guedea, Rogelio Soto, Fakhri Karray, Insop Song
2002	A*	`conf`	A Hybrid Adaptive Fuzzy Approach for the Control of Cooperative Manipulators. ICRA Wail Gueaieb, Fakhri Karray, Salah Al-Sharhan, Otman A. Basir
2002	J	`jnl`	Classification of underground pipe scanned images using feature extraction and neuro-fuzzy algorithm. IEEE Trans. Neural Networks Sunil K. Sinha, Fakhri Karray
2002	—	`conf`	Data fusion for pattern classification via the Dempster-Shafer evidence theory. SMC (2) Hongwei Zhu, Otman Basir, Fakhri Karray
2002	—	`conf`	Fuzzy Integral Based Image Segmentation and the Optimal Implementation Using Genetic Algorithm. JCIS Hongwei Zhu, Otman A. Basir, Fakhri Karray
2002	B	`conf`	Multi-agent CORBA-based robotics vision architecture for cue integration. SMC Federico Guedea, Fakhri Karray, Rogelio Soto, Insop Song, Otman Basir
2002	B	`conf`	Natural language understanding through fuzzy logic inference and its application to speech recognition. FUZZ-IEEE Jiping Sun, Fakhri Karray, Otman Basir, Mohamed Kamel
2002	—	`conf`	Precisiated natural language-toward a radical enlargement of the role of natural languages in information processing, decision and control. ISIC Lofti A. Zadeh, Fakhri Karray
2002	—	`conf`	Software architecture for real-time autonomous agents: a case study for digital train system. ISIC Insop Song, Fakhri Karray
2002	J	`jnl`	The hierarchical expert tuning of PID controllers using tools of soft computing. IEEE Trans. Syst. Man Cybern. Part B Fakhri Karray, Wail Gueaieb, Salah Al-Sharhan
2001	B	`conf`	Fuzzy Entropy: a Brief Survey. FUZZ-IEEE Salah Al-Sharhan, Fakhri Karray, Wail Gueaieb, Otman A. Basir
2001	B	`conf`	Fuzzy Integral Based Region Merging for Watershed Image Segmentation. FUZZ-IEEE Hongwei Zhu, Otman A. Basir, Fakhri Karray
2001	C	`conf`	Knowledge based approach for online self-tuning of PID-control. ACC T. Ravichandran, Fakhri Karray
2000	C	`conf`	Computational intelligence tools for solving the facilities layout planning problem. ACC Fakhri Karray, Essam Zaneldin, Tarek Hegazy, Abdulkarim H. M. Shabeeb, Emad Elbeltagi
1999	J	`jnl`	Feature-based decision aggregation in modular neural network classifiers. Pattern Recognit. Lett. Nayer M. Wanas, Mohamed S. Kamel, Gasser Auda, Fakhri Karray
1998	A	`conf`	A software-based procedure for robotic end effector error correction. IROS Medhat Moussa, Martin Hill, James Fernandes, Fakhri Karray
1998	A	`conf`	Robust joint trajectory tracking of a flexible lightweight manipulator. IROS Fakhri Karray, S. Tafazolli, Wail Gueaieb
1997	—	`conf`	Design of intelligent controllers for electronic speed regulation of a diesel engine. KES (2) Fakhri Karray, E. Conrad
1995	J	`jnl`	On the pointing robustness issue of a class of new generation spacecraft. IEEE Trans. Autom. Control. Fakhri Karray, Vinod J. Modi
1994	J	`jnl`	On the elastic mode estimation aspect of a class of multibody flexible systems. IEEE Trans. Autom. Control. Fakhri Karray, Vinod J. Modi, Thomas A. Dwyer
1993	—	`ch.`	Nonlinear control of the space-based flexible manipulators. Robotics, Mechatronics and Manufacturing Systems Vinod J. Modi, Fakhri Karray, A. Ng