Nonlinear control of the space-based flexible manipulators. - Vinod J. Modi; Fakhri Karray; A. Ng (Robotics, Mechatronics and Manufacturing Systems, 1993)

On the elastic mode estimation aspect of a class of multibody flexible systems. - Fakhri Karray; Vinod J. Modi; Thomas A. Dwyer (IEEE Trans. Autom. Control., 1994)

On the pointing robustness issue of a class of new generation spacecraft. - Fakhri Karray; Vinod J. Modi (IEEE Trans. Autom. Control., 1995)

Design of intelligent controllers for electronic speed regulation of a diesel engine. - Fakhri Karray; E. Conrad (KES (2), 1997)

Robust joint trajectory tracking of a flexible lightweight manipulator. - Fakhri Karray; S. Tafazolli; Wail Gueaieb (IROS, 1998)

A software-based procedure for robotic end effector error correction. - Medhat Moussa; Martin Hill; James Fernandes; Fakhri Karray (IROS, 1998)

Feature-based decision aggregation in modular neural network classifiers. - Nayer M. Wanas; Mohamed S. Kamel; Gasser Auda; Fakhri Karray (Pattern Recognit. Lett., 1999)

Computational intelligence tools for solving the facilities layout planning problem. - Fakhri Karray; Essam Zaneldin; Tarek Hegazy; Abdulkarim H. M. Shabeeb; Emad Elbeltagi (ACC, 2000)

Fuzzy based sliding manifolds for identification of a class of nonlinear systems. - Abdel-Latif Elshafei; Fakhreddine Karray (FUZZ-IEEE, 2000)

Computational intelligence based approach for the joint trajectory generation of cooperative robotic systems. - Wail Gueaieb; Fakhreddine Karray; Salah Al-Sharhan (SMC, 2000)

Tools of soft computing as applied to the problem of facilities layout planning. - Fakhreddine Karray; Essam Zaneldin; Tarek Hegazy; Abdulkarim H. M. Shabeeb; Emad Elbeltagi (IEEE Trans. Fuzzy Syst., 2000)

Knowledge based approach for online self-tuning of PID-control. - T. Ravichandran 002; Fakhri Karray (ACC, 2001)

Fuzzy Entropy: a Brief Survey. - Salah Al-Sharhan; Fakhri Karray; Wail Gueaieb; Otman A. Basir (FUZZ-IEEE, 2001)

Fuzzy Integral Based Region Merging for Watershed Image Segmentation. - Hongwei Zhu; Otman A. Basir; Fakhri Karray (FUZZ-IEEE, 2001)

Tools of computational intelligence as applied to bandwidth allocation in ATM networks. - Salah Al-Sharhan; Fakhreddine Karray; Wail Gueaieb (ICC, 2001)

Fuzzy approaches to the game of Chicken. - Kevin W. Li; Fakhreddine Karray; Keith W. Hipel; D. Marc Kilgour (IEEE Trans. Fuzzy Syst., 2001)

Software architecture for real-time autonomous agents: a case study for digital train system. - Insop Song; Fakhri Karray (ISIC, 2002)

Precisiated natural language-toward a radical enlargement of the role of natural languages in information processing, decision and control. - Lofti A. Zadeh; Fakhri Karray (ISIC, 2002)

Hybrid soft computing techniques for heterogeneous data classification. - Yu Sun; Fakhreddine Karray; Salah Al-Sharhan (FUZZ-IEEE, 2002)

Natural language understanding through fuzzy logic inference and its application to speech recognition. - Jiping Sun; Fakhri Karray; Otman Basir; Mohamed Kamel (FUZZ-IEEE, 2002)

A Hybrid Adaptive Fuzzy Approach for the Control of Cooperative Manipulators. - Wail Gueaieb; Fakhri Karray; Salah Al-Sharhan; Otman A. Basir (ICRA, 2002)

Fuzzy Integral Based Image Segmentation and the Optimal Implementation Using Genetic Algorithm. - Hongwei Zhu; Otman A. Basir; Fakhri Karray (JCIS, 2002)

Multi-agent CORBA-based robotics vision architecture for cue integration. - Federico Guedea 001; Fakhri Karray; Rogelio Soto; Insop Song; Otman Basir (SMC, 2002)

Data fusion for pattern classification via the Dempster-Shafer evidence theory. - Hongwei Zhu; Otman Basir; Fakhri Karray (SMC (2), 2002)

Classification of underground pipe scanned images using feature extraction and neuro-fuzzy algorithm. - Sunil K. Sinha; Fakhri Karray (IEEE Trans. Neural Networks, 2002)

The hierarchical expert tuning of PID controllers using tools of soft computing. - Fakhri Karray; Wail Gueaieb; Salah Al-Sharhan (IEEE Trans. Syst. Man Cybern. Part B, 2002)

Real-time feature extraction from artificial marks using interline method. - Federico Guedea 001; Rogelio Soto; Fakhri Karray; Insop Song (ISIC, 2003)

A distributed real-time system framework design for multi-robot cooperative systems using real-time CORBA. - Insop Song; Fakhreddine Karray; Federico Guedea 001 (ISIC, 2003)

Analysis and optimization of a non-time based motion controller for a nonholonomic mobile robot. - Hao Li; Simon X. Yang; Fakhri Karray (CIRA, 2003)

Deriving reservoir operating rules via fuzzy regression and ANFIS. - Seyed Jamshid Mousavi; Kumaraswamy Ponnambalam; Fakhri Karray (EUSFLAT Conf., 2003)

Evolutionary approach for the beta function based fuzzy systems. - Chaouki Aouiti; Adel M. Alimi; Fakhreddine Karray; Aref Y. Maalej (FUZZ-IEEE, 2003)

Real world implementation of fuzzy anti-swing control for behavior-based intelligent crane system. - Jiaming Wang; Hao Li; Fakhri Karray; Otman A. Basir (IROS, 2003)

Minimizing variance of reservoir systems operations benefits using soft computing tools. - Kumaraswamy Ponnambalam; Fakhri Karray; Seyed Jamshid Mousavi (Fuzzy Sets Syst., 2003)

A robust adaptive fuzzy position/force control scheme for cooperative manipulators. - Wail Gueaieb; Fakhri Karray; Salah Al-Sharhan (IEEE Trans. Control. Syst. Technol., 2003)

Learning-based resource optimization in asynchronous transfer mode (ATM) networks. - Salah Al-Sharhan; Fakhri Karray; Wail Gueaieb (IEEE Trans. Syst. Man Cybern. Part B, 2003)

Approximation properties of fuzzy systems for smooth functions and their first-order derivative. - Radhia Hassine; Fakhri Karray; Adel M. Alimi; Mohamed Selmi (IEEE Trans. Syst. Man Cybern. Part A, 2003)

Distributed control framework design and implementation for multi-robotic systems: a case study on block manipulation. - Federico Guedea 001; Insop Song; Fakhri Karray (ISIC, 2004)

A framework for coordinated control of multi-agent systems. - Fakhri Karray; Oman Basir; Insop Song; Howard Li (ISIC, 2004)

Wrapper Components for Distributed Robotic Systems. - Federico Guedea-Elizalde 001; Rubén Morales-Menéndez; Rogelio Soto; Insop Song; Fakhri Karray (MICAI, 2004)

Interference and error probability evaluation in multiservice interference limited wireless ad hoc networks. - Wael Bazzi; Fakhri Karray (WCNC, 2004)

Integration of Distributed Robotic Systems. - Fakhri Karray; Rogelio Soto; Federico Guedea 001; Insop Song (J. Adv. Comput. Intell. Intell. Informatics, 2004)

The Stability Analysis of the Coordinated Hybrid Agent Framework. - Howard Li; Fakhri Karray; Otman Basir; Insop Song (ISIC, 2005)

A Case Study of a Real-Time Controller Design for a Car-Like Robot System. - Insop Song; Fakhreddine Karray; Med S. Masmoudi; Howard Li; Federico Guedea 001 (ISIC, 2005)

Fuzzy Methodology for Enhancement of Context Semantic Understanding. - Yu Sun; Fakhri Karray; Otman A. Basir; Jiping Sun; Mohamed Kamel (FUZZ-IEEE, 2005)

An optimization algorithm for the coordinated hybrid agent framework. - Howard Li; Fakhri Karray; Otman A. Basir; Insop Song (SMC, 2005)

The design of beta basis function neural network and beta fuzzy systems by a hierarchical genetic algorithm. - Chaouki Aouiti; Adel M. Alimi; Fakhreddine Karray; Aref Y. Maalej (Fuzzy Sets Syst., 2005)

Variable-structure-based fuzzy-logic identification of a class of nonlinear systems. - Abdel-Latif Elshafei; Fakhreddine Karray (IEEE Trans. Control. Syst. Technol., 2005)

Connectionist-based Dempster-Shafer evidential reasoning for data fusion. - Otman A. Basir; Fakhri Karray; Hongwei Zhu (IEEE Trans. Neural Networks, 2005)

Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection. - Tarek M. Hamdani; Adel M. Alimi; Fakhri Karray (IEEE Congress on Evolutionary Computation, 2006)

Guideway Network Design of Personal Rapid Transit System: A Multiobjective Genetic Algorithm Approach. - Jin-Myung Won; Ki-Moon Lee; Jin S. Lee; Fakhreddine Karray (IEEE Congress on Evolutionary Computation, 2006)

Intelligent Parking System Design Using FPGA. - Keith Gowan; Jason Nery; Henrick Han; Tony Sheng; Howard Li; Fakhreddine Karray; Insop Song (FPL, 2006)

A Methodology for Extracting and Representing Actions in Texts. - Richard Khoury; Fakhreddine Karray; Mohamed Kamel (FUZZ-IEEE, 2006)

Enhancing Text Clustering Using Concept-based Mining Model. - Shady Shehata; Fakhri Karray; Mohamed S. Kamel (ICDM, 2006)

Enhancing Text Retrieval Performance using Conceptual Ontological Graph. - Shady Shehata; Fakhri Karray; Mohamed S. Kamel (ICDM Workshops, 2006)

Optimal design of personal rapid transit. - Jin-Myung Won; Hyojeong Choe; Fakhreddine Karray (ITSC, 2006)

Approximation properties of piece-wise parabolic functions fuzzy logic systems. - Radhia Hassine; Fakhreddine Karray; Adel M. Alimi; Mohamed Selmi (Fuzzy Sets Syst., 2006)

Building Intelligent Robotics Systems with Distributed Components. - Federico Guedea-Elizalde 001; Rogelio Soto; Fakhreddine Karray; Insop Song (J. Adv. Comput. Intell. Intell. Informatics, 2006)

Multi-Agent Based Control of a Heterogeneous System. - Howard Li; Fakhreddine Karray; Otman A. Basir; Insop Song (J. Adv. Comput. Intell. Intell. Informatics, 2006)

A Genetic Algorithm with cycle representation and contraction digraph model for Guideway Network design of Personal Rapid Transit. - Jin-Myung Won; Fakhreddine Karray (IEEE Congress on Evolutionary Computation, 2007)

Multi-objective Feature Selection with NSGA II. - Tarek M. Hamdani; Jin-Myung Won; Adel M. Alimi; Fakhri Karray (ICANNGA (1), 2007)

Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models. - Moataz El Ayadi; Mohamed S. Kamel; Fakhri Karray (ICASSP (4), 2007)

Hybrid learning scheme for modular-based phoneme recognizer. - Abbas Ahmadi; Fakhri Karray; Mohamed Kamel (ISSPA, 2007)

Soft computing-based approach for natural language call routing systems. - Sameeh Ullah; Fakhri Karray; Arash Abghari; Sushil Podder (ISSPA, 2007)

A concept-based model for enhancing text categorization. - Shady Shehata; Fakhri Karray; Mohamed Kamel (KDD, 2007)

Multiple Cooperating Swarms for Data Clustering. - Abbas Ahmadi; Fakhri Karray; Mohamed Kamel (SIS, 2007)

Enhancing Search Engine Quality Using Concept-based Text Retrieval. - Shady Shehata; Fakhri Karray; Mohamed Kamel (Web Intelligence, 2007)

Inferring operating rules for reservoir operations using fuzzy regression and ANFIS. - Seyed Jamshid Mousavi; Kumaraswamy Ponnambalam; Fakhri Karray (Fuzzy Sets Syst., 2007)

Intelligent Object Feature Identification Using a Mobile Sonar Rangefinder. - Ben W. Miners; Otman A. Basir; Fakhreddine Karray (Intell. Autom. Soft Comput., 2007)

Semantic Understanding of General Linguistic Items by Means of Fuzzy Set Theory. - Richard Khoury; Fakhri Karray; Yu Sun; Mohamed Kamel; Otman A. Basir (IEEE Trans. Fuzzy Syst., 2007)

Enhancing Text Categorization Using Sentence Semantics. - Shady Shehata; Fakhri Karray; Mohamed Kamel (ADMA, 2008)

The modified particle swarm optimization for the design of the Beta Basis Function neural networks. - Habib Dhahri; Adel M. Alimi; Fakhri Karray (IEEE Congress on Evolutionary Computation, 2008)

Particle swarm clustering ensemble. - Abbas Ahmadi; Fakhri Karray; Mohamed Kamel (GECCO, 2008)

A reliability guided sensor fusion model for optimal weighting in multimodal systems. - Mustapha Makkook; Otman A. Basir; Fakhreddine Karray (ICASSP, 2008)

Non-dominated Sorting Evolution Strategy-based K-means clustering algorithm for accent classification. - Sameeh Ullah; Fakhri Karray; Jin-Myung Won (ICPR, 2008)

Designing beta basis function neural network for optimization using particle swarm optimization. - Habib Dhahri; Adel M. Alimi; Fakhri Karray (IJCNN, 2008)

Enhancing the structure and parameters of the centers for BBF Fuzzy Neural Network classifier construction based on data structure. - Tarek M. Hamdani; Adel M. Alimi; Fakhri Karray (IJCNN, 2008)

Object- and space-based visual attention: An integrated framework for autonomous robots. - Momotaz Begum; George K. I. Mann; Ray G. Gosine; Fakhri Karray (IROS, 2008)

Re-mapping of visual saliency in overt attention: A particle filter approach for robotic systems. - Momotaz Begum; Fakhri Karray; George K. I. Mann; Raymond G. Gosine (ROBIO, 2008)

An evolutionary approach for accent classification in IVR systems. - Sameeh Ullah; Fakhri Karray (SMC, 2008)

A Fast Scalable Evolutionary Algorithm for the QoS Multicast Routing Problem. - Salah Al-Sharhan; Fakhri Karray; Wail Gueaieb (Intell. Autom. Soft Comput., 2008)

Keyword extraction rules based on a part-of-speech hierarchy. - Richard Khoury; Fakhreddine Karray; Mohamed S. Kamel (Int. J. Adv. Media Commun., 2008)

Implementation of a Real-Time FPGA-Based Intelligent Parallel Parking System. - Mohamed Slim Masmoudi; Willie Tsui; Insop Song; Fakhreddine Karray; Mohamed Masmoudi; Nabil Derbel (J. Adv. Comput. Intell. Intell. Informatics, 2008)

Toward a tight upper bound for the error probability of the binary Gaussian classification problem. - Moataz M. H. El Ayadi; Mohamed S. Kamel; Fakhri Karray (Pattern Recognit., 2008)

Domain Representation Using Possibility Theory: An Exploratory Study. - Richard Khoury; Fakhreddine Karray; Mohamed S. Kamel (IEEE Trans. Fuzzy Syst., 2008)

A Framework for Coordinated Control of Multiagent Systems and Its Applications. - Howard Li; Fakhri Karray; Otman A. Basir; Insop Song (IEEE Trans. Syst. Man Cybern. Part A, 2008)

TCP/IP Model and Intrusion Detection Systems. - Safaa Zaman; Fakhri Karray (AINA Workshops, 2009)

Fuzzy ESVDF Approach for Intrusion Detection Systems. - Safaa Zaman; Fakhri Karray (AINA, 2009)

Features Selection for Intrusion Detection Systems Based on Support Vector Machines. - Safaa Zaman; Fakhri Karray (CCNC, 2009)

SILT: Scale-invariant line transform. - Bahador Khaleghi; Malek Baklouti; Fakhreddine Karray (CIRA, 2009)

A combined skin model and feature approach for tracking of human faces. - Jamil Abou Saleh; Malek Baklouti; Fakhreddine Karray (CIRA, 2009)

Collaborative architecture for distributed intrusion detection system. - Safaa Zaman; Fakhri Karray (CISDA, 2009)

Lightweight IDS Based on Features Selection and IDS Classification Scheme. - Safaa Zaman; Fakhri Karray (CSE (3), 2009)

Towards a Comprehensive Data Fusion Architecture For Cognitive Robotics. - Malek Baklouti; Jamil Abou Saleh; Bahador Khaledgi; Fakhreddine Karray (KES IIMSS, 2009)

Astigmatism and Eye Shape. - Bob Zhang 001; Jane You; Fakhri Karray; Chea-su Kee; Qin Li 001 (IPCV, 2009)

Hierarchical detection of red lesions in retinal images by multiscale correlation filtering. - Bob Zhang 001; Xiangqian Wu 002; Jane You; Qin Li 001; Fakhri Karray (Computer-Aided Diagnosis, 2009)

A probabilistic approach for attention-based multi-modal human-robot interaction. - Momotaz Begum; Fakhri Karray; George K. I. Mann; Raymond G. Gosine (RO-MAN, 2009)

Stability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms. - Abbas Ahmadi; Fakhri Karray; Mohamed S. Kamel (Foundations of Computational Intelligence (4), 2009)

Systems combination in large vocabulary continuous speech recognition. - Kacem Abida; Fakhri Karray (AIS, 2010)

A testbed platform for assessing human-robot verbal interaction. - Hassene Bouraoui; Alaa M. Khamis; Fakhri Karray (AIS, 2010)

Refractive error detection via group sparse representation. - Qin Li 001; Jinghua Wang; Jane You; Bob Zhang 001; Fakhri Karray (AIS, 2010)

Towards generalized performance metrics for human-robot interaction. - Jamil Abou Saleh; Fakhri Karray (AIS, 2010)

Optic disc and fovea detection via multi-scale matched filters and a vessels' directional matched filter. - Bob Zhang 001; Fakhri Karray (AIS, 2010)

Temporal fuzzy based modeling as applied to the class of man-machine interaction. - Jamil Abou Saleh; Fakhreddine Karray (FUZZ-IEEE, 2010)

An integral approach for Geno-Simulated Annealing. - Mostafa M. Hassan; Fakhri Karray; Mohamed S. Kamel; Abbas Ahmadi (HIS, 2010)

Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning. - Bob Zhang 001; Lei Zhang 006; Jane You; Fakhri Karray (ICPR, 2010)

Optic Disc Detection by Multi-scale Gaussian Filtering with Scale Production and a Vessels' Directional Matched Filter. - Bob Zhang 001; Fakhri Karray (ICMB, 2010)

Retinal Vessel Centerline Extraction Using Multiscale Matched Filter and Sparse Representation-Based Classifier. - Bob Zhang 001; Qin Li 001; Lei Zhang 006; Jane You; Fakhri Karray (ICMB, 2010)

Random finite set theoretic based soft/hard data fusion with application for target tracking. - Bahador Khaleghi; Alaa M. Khamis; Fakhreddine Karray (MFI, 2010)

An Efficient Method for Tagging a Query with Category Labels Using Wikipedia towards Enhancing Search Engine Results. - Milad Alemzadeh; Fakhri Karray (Web Intelligence, 2010)

Retinal vessel extraction by matched filter with first-order derivative of Gaussian. - Bob Zhang 001; Lin Zhang 014; Lei Zhang 006; Fakhri Karray (Comput. Biol. Medicine, 2010)

An Efficient Model for Enhancing Text Categorization Using Sentence Semantics. - Shady Shehata; Fakhri Karray; Mohamed S. Kamel (Comput. Intell., 2010)

An Optimization Algorithm for the Coordinated Hybrid Agent Framework. - Howard Li; Fakhri Karray; Otman A. Basir (Int. J. Robotics Autom., 2010)

Auction-Based Consensus Mechanism for Cooperative Tracking in Multi-Sensor Surveillance Systems. - Ahmed M. Elmogy; Fakhreddine Karray; Alaa M. Khamis (J. Adv. Comput. Intell. Intell. Informatics, 2010)

Flocking based approach for data clustering. - Abbas Ahmadi; Fakhri Karray; Mohamed S. Kamel (Nat. Comput., 2010)

Detection of microaneurysms using multi-scale correlation coefficients. - Bob Zhang 001; Xiangqian Wu 002; Jane You; Qin Li 001; Fakhri Karray (Pattern Recognit., 2010)

An Efficient Concept-Based Mining Model for Enhancing Text Clustering. - Shady Shehata; Fakhri Karray; Mohamed S. Kamel (IEEE Trans. Knowl. Data Eng., 2010)

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. - Meindert Niemeijer; Bram van Ginneken; Michael J. Cree; Atsushi Mizutani; Gwenolé Quellec; Clara I. Sánchez; Bob Zhang 001; Roberto Hornero; Mathieu Lamard; Chisako Muramatsu; Xiangqian Wu 002; Guy Cazuguel; et al. (IEEE Trans. Medical Imaging, 2010)

Cumulative Update of All-Terminal Reliability for Faster Feasibility Decision. - Jin-Myung Won; Fakhri Karray (IEEE Trans. Reliab., 2010)

A Probabilistic Model of Overt Visual Attention for Cognitive Robots. - Momotaz Begum; Fakhri Karray; George K. I. Mann; Raymond G. Gosine (IEEE Trans. Syst. Man Cybern. Part B, 2010)

Audio-Based Emotion Recognition from Natural Conversations Based on Co-Occurrence Matrix and Frequency Domain Energy Distribution Features. - Aya Sayedelahl; Pouria Fewzee 001; Mohamed S. Kamel; Fakhri Karray (ACII (2), 2011)

Combination of Error Detection Techniques in Automatic Speech Transcription. - Kacem Abida; Wafa Abida; Fakhri Karray (AIS, 2011)

Exploring Wikipedia's Category Graph for Query Classification. - Milad Alemzadeh; Richard Khoury; Fakhri Karray (AIS, 2011)

Global Optimal Path Planning for Mobile Robots Based on Hybrid Approach with High Diversity and Memorization. - Yun-Qian Miao; Alaa M. Khamis; Fakhreddine Karray; Mohamed S. Kamel (AIS, 2011)

Towards Unified Performance Metrics for Multi-robot Human Interaction Systems. - Jamil Abou Saleh; Fakhreddine Karray (AIS, 2011)

cROVER: Improving ROVER using automatic error detection. - Kacem Abida; Fakhri Karray; Wafa Abida (ICASSP, 2011)

Integrating visual exploration and visual search in robotic visual attention: The role of human-robot interaction. - Momotaz Begum; Fakhri Karray (ICRA, 2011)

Parameter selection for smoothing splines using Stein's Unbiased Risk Estimator. - Sepideh Seifzadeh; Mohammad Rostami; Ali Ghodsi 001; Fakhreddine Karray (IJCNN, 2011)

ROVER Enhancement with Automatic Error Detection. - Kacem Abida; Fakhri Karray (INTERSPEECH, 2011)

Hierarchical genetic algorithm with new evaluation function and bi-coded representation for the selection of features considering their confidence rate. - Tarek M. Hamdani; Jin-Myung Won; Adel M. Alimi; Fakhri Karray (Appl. Soft Comput., 2011)

Crover: the Context-Augmented Rover. - Kacem Abida; Fakhri Karray; Wafa Abida (Control. Intell. Syst., 2011)

An Intelligent Decision-Making System Based on Multiple Classifiers updated Using confidence Rates and stress parameters. - Tarek M. Hamdani; Mohamed A. Khabou; Adel M. Alimi; Fakhri Karray (Control. Intell. Syst., 2011)

Preface: Special Issue on Advances in Intelligent and Autonomous Systems. - Fakhri Karray; Alaa M. Khamis; Wail Gueaieb (Control. Intell. Syst., 2011)

A Novel Approach to Path Planning for Autonomous Mobile Robots. - Yun-Qian Miao; Alaa M. Khamis; Fakhri Karray; Mohamed S. Kamel (Control. Intell. Syst., 2011)

Complex Task Allocation in Mobile Surveillance Systems. - Alaa M. Khamis; Ahmed M. Elmogy; Fakhri Karray (J. Intell. Robotic Syst., 2011)

Survey on speech emotion recognition: Features, classification schemes, and databases. - Moataz M. H. El Ayadi; Mohamed S. Kamel; Fakhri Karray (Pattern Recognit., 2011)

Visual Attention for Robotic Cognition: A Survey. - Momotaz Begum; Fakhreddine Karray (IEEE Trans. Auton. Ment. Dev., 2011)

Editorial: One Year as EiC, and Editorial-Board Changes at TNN. - 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; et al. (IEEE Trans. Neural Networks, 2011)

A Greedy Algorithm for Faster Feasibility Evaluation of All-Terminal-Reliable Networks. - Jin-Myung Won; Fakhreddine Karray (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Features' Weight Learning towards Improved Query Classification. - Arash Abghari; Kacem Abida; Fakhri Karray (AIS, 2012)

A Novel Voting Scheme for ROVER Using Automatic Error Detection. - Kacem Abida; Fakhri Karray; Wafa Abida (AIS, 2012)

Enhancement of the ROVER's Voting Scheme Using Pattern Matching. - Milad Alemzadeh; Kacem Abida; Richard Khoury; Fakhri Karray (AIS, 2012)

Market-Based Framework for Mobile Surveillance Systems. - Ahmed M. Elmogy; Alaa M. Khamis; Fakhri Karray (AIS, 2012)

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Information Gathering and Data Fusion. - Keyvan Golestan; Ayman Jundi; L. Nassar; Farook Sattar; Fakhri Karray; Mohamed S. Kamel; Slim Boumaiza (AIS, 2012)

Vehicular Ad-hoc Networks(VANETs): Capabilities, Challenges in Context-Aware Processing and Communication Gateway. - L. Nassar; Ayman Jundi; Keyvan Golestan; Farook Sattar; Fakhri Karray; Mohamed S. Kamel; Slim Boumaiza (AIS, 2012)

A Novel Template Matching Approach to Speaker-Independent Arabic Spoken Digit Recognition. - Jiping Sun; Jeremy Sun; Kacem Abida; Fakhri Karray (AIS, 2012)

Early internet traffic recognition based on machine learning methods. - Talieh Seyed Tabatabaei; Fakhri Karray; Mohamed Kamel (CCECE, 2012)

Modelling of robot attention demand in human-robot interaction using finite fuzzy state automata. - Jamil Abou Saleh; Fakhreddine Karray; Michael Morckos (FUZZ-IEEE, 2012)

A qualitative evaluation criterion for human-robot interaction system in achieving collective tasks. - Jamil Abou Saleh; Fakhreddine Karray; Michael Morckos (FUZZ-IEEE, 2012)

Dental X-Ray Image Segmentation and Object Detection Based on Phase Congruency. - Farook Sattar; Fakhri Karray (ICIAR (2), 2012)

Elastic net for paralinguistic speech recognition. - Pouria Fewzee 001; Fakhri Karray (ICMI, 2012)

Emotional Speech: A Spectral Analysis. - Pouria Fewzee 001; Fakhri Karray (INTERSPEECH, 2012)

Human-centered multi-target tracking: A Random Set theoretic approach. - Bahador Khaleghi; Fakhri Karray (IRI, 2012)

Automatic Document Topic Identification using Wikipedia Hierarchical Ontology. - Mostafa M. Hassan; Fakhri Karray; Mohamed S. Kamel (ISSPA, 2012)

Machine Learning-Based Classification of Encrypted Internet Traffic. - Talieh Seyed Tabatabaei; Mostafa Adel; Fakhri Karray; Mohamed Kamel (MLDM, 2012)

Vehicle localization in VANETs using data fusion and V2V communication. - Keyvan Golestan; Sepideh Seifzadeh; Mohamed S. Kamel; Fakhri Karray; Farook Sattar (DIVANet@MSWiM, 2012)

Adaptive communication gateway for vehicular networking applications. - Ayman Jundi; Slim Boumaiza; Fakhri Karray; Farook Sattar (DIVANet@MSWiM, 2012)

VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET. - Lobna Nassar; Fakhri Karray; Mohamed S. Kamel; Farook Sattar (DIVANet@MSWiM, 2012)

Necessity of parametric conditions for monotonic TSK fuzzy systems. - Jin-Myung Won; Fakhri Karray (SMC, 2012)

Dimensionality Reduction for Emotional Speech Recognition. - Pouria Fewzee 001; Fakhri Karray (SocialCom/PASSAT, 2012)

Detecting Optic Disc on Asians by Multiscale Gaussian Filtering. - Bob Zhang 001; Jane You; Fakhri Karray (Int. J. Biomed. Imaging, 2012)

Model order selection for multiple cooperative swarms clustering using stability analysis. - Abbas Ahmadi; Fakhri Karray; Mohamed S. Kamel (Inf. Sci., 2012)

Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction. - Bob Zhang 001; Fakhri Karray; Qin Li 001; Lei Zhang 006 (Inf. Sci., 2012)

Market-Based Approach to Mobile Surveillance Systems. - Ahmed M. Elmogy; Alaa M. Khamis; Fakhreddine Karray (J. Robotics, 2012)

Continuous Emotion Recognition: Another Look at the Regression Problem. - Pouria Fewzee 001; Fakhri Karray (ACII, 2013)

An Arabic Optical Character Recognition System Using Restricted Boltzmann Machines. - Abdullah M. Rashwan; Mohamed S. Kamel; Fakhri Karray (CIARP (2), 2013)

High level information fusion through a fuzzy extension to Multi-Entity Bayesian Networks in Vehicular Ad-hoc Networks. - Keyvan Golestan; Fakhri Karray; Mohamed S. Kamel (FUSION, 2013)

Soft-Data-Constrained Multi-Model Particle Filter for agile target tracking. - Sepideh Seifzadeh; Bahador Khaleghi; Fakhri Karray (FUSION, 2013)

Car driver fatigue monitoring using Hidden Markov Models and Bayesian networks. - Abdullah M. Rashwan; Mohamed S. Kamel; Fakhri Karray (ICCVE, 2013)

Adaptive Budget for Online Learning. - Talieh Seyed Tabatabaei; Fakhri Karray; Mohamed S. Kamel (ICDM Workshops, 2013)

Multi-distributions Particle Filter for Eye Tracking Inside a Vehicle. - Céline Craye; Fakhri Karray (ICIAR, 2013)

Features selection approaches for intrusion detection systems based on evolution algorithms. - Safaa Zaman; Mohammed El-Abed; Fakhri Karray (ICUIMC, 2013)

A Convex Fuzzy Range-Free Sensor Network Localization Method. - Fatma Kiraz; Baris Fidan; Fakhri Karray (RiTA, 2013)

Axon: A Middleware for Robotic Platforms in an Experimental Environment. - Michael Morckos; Fakhreddine Karray (RiTA, 2013)

Embed and Conquer: Scalable Embeddings for Kernel $k$-Means on MapReduce. - Ahmed Elgohary; Ahmed K. Farahat; Mohamed S. Kamel; Fakhri Karray (CoRR, 2013)

Multisensor data fusion: A review of the state-of-the-art. - Bahador Khaleghi; Alaa M. Khamis; Fakhreddine Karray; Saiedeh N. Razavi (Inf. Fusion, 2013)

Corrigendum to 'Multisensor data fusion: A review of the state-of-the-art' [Information Fusion 14 (1) (2013) 28-44]. - Bahador Khaleghi; Alaa M. Khamis; Fakhreddine Karray; Saiedeh N. Razavi (Inf. Fusion, 2013)

Computerized facial diagnosis using both color and texture features. - Bob Zhang 001; Xingzheng Wang; Fakhri Karray; Zhimin Yang; David Zhang 001 (Inf. Sci., 2013)

An efficient concept-based retrieval model for enhancing text retrieval quality. - Shady Shehata; Fakhri Karray; Mohamed S. Kamel (Knowl. Inf. Syst., 2013)

Fuzzy multi entity Bayesian networks: A model for imprecise knowledge representation and reasoning in high-level information fusion. - Keyvan Golestan; Fakhri Karray; Mohamed S. Kamel (FUZZ-IEEE, 2014)

A fuzzy-logic-based approach for soft data constrained multiple-model PHD filter. - Sepideh Seifzadeh; Bahador Khaleghi; Fakhri Karray (FUZZ-IEEE, 2014)

A Visual-Based Driver Distraction Recognition and Detection Using Random Forest. - Amira Ragab; Céline Craye; Mohamed S. Kamel; Fakhri Karray (ICIAR (1), 2014)

Max-dependence regression. - Pouria Fewzee 001; Ali-Akbar Samadani; Dana Kulic; Fakhri Karray (IJCNN, 2014)

Priority-based charging coordination of plug-in electric vehicles in smart parking lots. - Elham Akhavan-Rezai; Mostafa F. Shaaban; E. F. El-Saadany; Fakhri Karray (ISGT, 2014)

A model for situation and threat/impact assessment in vehicular ad-hoc networks. - Keyvan Golestan; Ridha Soua; Fakhri Karray; Mohamed S. Kamel (DIVANet@MSWiM, 2014)

Evaluating VANET information retrieval context aware systems using the average distance measure ADM. - Lobna Nassar; Mohamed S. Kamel; Fakhri Karray (DIVANet@MSWiM, 2014)

Embed and Conquer: Scalable Embeddings for Kernel k-Means on MapReduce. - Ahmed Elgohary; Ahmed K. Farahat; Mohamed S. Kamel; Fakhri Karray (SDM, 2014)

Source-reliability-adaptive distributed information fusion. - Sepideh Seifzadeh; Bahador Khaleghi; Fakhri Karray (SMC, 2014)

Random set theoretic soft/hard data fusion framework. - Bahador Khaleghi; Fakhreddine Karray (IEEE Trans. Aerosp. Electron. Syst., 2014)

Multiview Supervised Dictionary Learning in Speech Emotion Recognition. - Mehrdad J. Gangeh; Pouria Fewzee 001; Ali Ghodsi 001; Mohamed S. Kamel; Fakhri Karray (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Toward Necessity of Parametric Conditions for Monotonic Fuzzy Systems. - Jin-Myung Won; Fakhri Karray (IEEE Trans. Fuzzy Syst., 2014)

Automatic Document Topic Identification Using Social Knowledge Network. - Mostafa M. Hassan; Fakhreddine Karray; Mohamed S. Kamel (Encyclopedia of Social Network Analysis and Mining, 2014)

Spectral emotion profile. - Pouria Fewzee 001; Fakhri Karray (CCECE, 2015)

An integrated approach for Fuzzy Multi-entity Bayesian Networks and semantic analysis for soft and hard data fusion. - Keyvan Golestan; Fakhri Karray; Mohamed S. Kamel (FUZZ-IEEE, 2015)

Exemplar-Based Topic Detection in Twitter Streams. - Ahmed Elbagoury; Rania Ibrahim; Ahmed K. Farahat; Mohamed S. Kamel; Fakhri Karray (ICWSM, 2015)

Driver Inattention Detection System: A PSO-Based Multiview Classification Approach. - Arief Koesdwiady; Ramzi Abdelmoula; Fakhri Karray; Mohamed S. Kamel (ITSC, 2015)

HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems. - Lobna Nassar; Parmit K. Chilana; Mohamed S. Kamel; Fakhri Karray (DIVANet@MSWiM, 2015)

Adaptive Control for Directional Drilling Systems with Delay and Parameter Uncertainty. - Arief B. Koesdwiady; Sami El-Ferik; Fakhri Karray (RiTA, 2015)

Design and FPGA Implementation of a Fuzzy-PI Controller for Omnidirectional Robot System. - Mohamed Slim Masmoudi; Najla Krichen Masmoudi; Arief B. Koesdwiady; Fakhri Karray; Mohamed Masmoudi (RiTA, 2015)

Short-Text Clustering using Statistical Semantics. - Sepideh Seifzadeh; Ahmed K. Farahat; Mohamed S. Kamel; Fakhri Karray (WWW (Companion Volume), 2015)

Localization in vehicular ad hoc networks using data fusion and V2V communication. - Keyvan Golestan; Farook Sattar; Fakhri Karray; Mohamed S. Kamel; Sepideh Seifzadeh (Comput. Commun., 2015)

Driver distraction detection and recognition using RGB-D sensor. - Céline Craye; Fakhri Karray (CoRR, 2015)

VANET IR-CAS for Commercial SA: Information Retrieval Context Aware System for VANET Commercial Service Announcement. - Lobna Nassar; Fakhri Karray; Mohamed S. Kamel (Int. J. Intell. Transp. Syst. Res., 2015)

Distributed Soft-Data-Constrained Multi-Model Particle Filter. - Sepideh Seifzadeh; Bahador Khaleghi; Fakhri Karray (IEEE Trans. Cybern., 2015)

Impact of plug-in electric vehicles in unbalanced LV systems with photo-voltaic. - Elham Akhavan-Rezai; Mostafa F. Shaaban; Ehab F. El-Saadany; Fakhri Karray (CCECE, 2016)

Enhancing Topic Detection in Twitter Using the Crowdsourcing Process. - Lobna Nassar; Rania Ibrahim; Fakhri Karray (CTS, 2016)

Game theoretic Fuzzy Multi-Entity Bayesian Networks for collision avoidance in VANETs. - Keyvan Golestan; Ridha Soua; Fakhri Karray; Mohamed S. Kamel (FUZZ-IEEE, 2016)

Fuzzy Logic in VANET context aware Congested Road and Automatic Crash Notification. - Lobna Nassar; Fakhri Karray (FUZZ-IEEE, 2016)

Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. - Mehrdad J. Gangeh; Safaa M. A. Bedawi; Ali Ghodsi 001; Fakhri Karray (ICIAR, 2016)

Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions. - Junhong Wang; Yun-Qian Miao; Alaa M. Khamis; Fakhri Karray; Jiye Liang (ICIAR, 2016)

EBEK: Exemplar-Based Kernel Preserving Embedding. - Ahmed Elbagoury; Rania Ibrahim; Mohamed S. Kamel; Fakhri Karray (IJCAI, 2016)

LVC: Local Variance-based Clustering. - Rania Ibrahim; Ahmed Elbagoury; Mohamed S. Kamel; Fakhri Karray (IJCNN, 2016)

Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory. - Ridha Soua; Arief Koesdwiady; Fakhri Karray (IJCNN, 2016)

Situation awareness within the context of connected cars: A comprehensive review and recent trends. - Keyvan Golestan; Ridha Soua; Fakhri Karray; Mohamed S. Kamel (Inf. Fusion, 2016)

A Multi-Modal Driver Fatigue and Distraction Assessment System. - Céline Craye; Abdullah M. Rashwan; Mohamed S. Kamel; Fakhri Karray (Int. J. Intell. Transp. Syst. Res., 2016)

VANET IR-CAS for Safety ACN: Information Retrieval Context Aware System for VANET Automatic Crash Notification Safety Application. - Lobna Nassar; Mohamed S. Kamel; Fakhri Karray (Int. J. Intell. Transp. Syst. Res., 2016)

Recent Advances on Context-Awareness and Data/Information Fusion in ITS. - Farook Sattar; Fakhri Karray; Mohamed Kamel; Lobna Nassar; Keyvan Golestan (Int. J. Intell. Transp. Syst. Res., 2016)

Online Intelligent Demand Management of Plug-In Electric Vehicles in Future Smart Parking Lots. - Elham Akhavan-Rezai; Mostafa F. Shaaban; Ehab F. El-Saadany; Fakhri Karray (IEEE Syst. J., 2016)

Attention Assist: A High-Level Information Fusion Framework for Situation and Threat Assessment in Vehicular Ad Hoc Networks. - Keyvan Golestan; Bahador Khaleghi; Fakhri Karray; Mohamed S. Kamel (IEEE Trans. Intell. Transp. Syst., 2016)

Improving Traffic Flow Prediction With Weather Information in Connected Cars: A Deep Learning Approach. - Arief Koesdwiady; Ridha Soua; Fakhreddine Karray (IEEE Trans. Veh. Technol., 2016)

End-to-End Deep Learning for Driver Distraction Recognition. - Arief Koesdwiady; Safaa M. Bedawi; Chaojie Ou; Fakhri Karray (ICIAR, 2017)

Multi-robot SLAM: An Overview and Quantitative Evaluation of MRGS ROS Framework for MR-SLAM. - Mahmoud A. M. AbdelGalil; Mahmoud M. Nasr; Mohamed H. Elalfy; Alaa M. Khamis; Fakhri Karray (RiTA, 2017)

Voice Controlled Multi-robot System for Collaborative Task Achievement. - Chahid Ouali; Mahmoud M. Nasr; Mahmoud A. M. AbdelGalil; Fakhri Karray (RiTA, 2017)

Managing Demand for Plug-in Electric Vehicles in Unbalanced LV Systems With Photovoltaics. - Elham Akhavan-Rezai; Mostafa F. Shaaban; Ehab F. El-Saadany; Fakhri Karray (IEEE Trans. Ind. Informatics, 2017)

Editorial: A Successful Year and Looking Forward to 2017 and Beyond. - Haibo He; Robert Haas; Jun Fu; Barbara Hammer; Daniel W. C. Ho; Fakhri Karray; Dhireesha Kudithipudi; José Antonio Lozano 001; Teresa Bernarda Ludermir; Jacek Mandziuk; Stefano Melacci; Antonio Paiva; et al. (IEEE Trans. Neural Networks Learn. Syst., 2017)

Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges. - Arief Koesdwiady; Ridha Soua; Fakhreddine Karray; Mohamed S. Kamel (IEEE Trans. Veh. Technol., 2017)

Finite Time Synchronization For Delayed Fuzzy Inertial Cellular Neural Networks. - Chaouki Aouiti; El Abed Assali; Fakhreddine Karray (FUZZ-IEEE, 2018)

New Results on Neutral Type Fuzzy Based Cellular Neural Networks. - Chaouki Aouiti; Farah Dridi; Fakhri Karray (FUZZ-IEEE, 2018)

Driver Behavior Monitoring Using Tools of Deep Learning and Fuzzy Inferencing. - Chaojie Ou; Chahid Ouali; Safaa M. Bedawi; Fakhri Karray (FUZZ-IEEE, 2018)

Transfer Learning Based Strategy for Improving Driver Distraction Recognition. - Chaojie Ou; Chahid Ouali; Fakhri Karray (ICIAR, 2018)

Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. - Alaa El Khatib; Shimeng Huang; Ali Ghodsi 001; Fakhri Karray (IJCNN, 2018)

Methods to Improve Multi-Step Time Series Prediction. - Arief Koesdwiady; Alaa El Khatib; Fakhri Karray (IJCNN, 2018)

Non-Stationary Traffic Flow Prediction Using Deep Learning. - Arief Koesdwiady; Safaa M. Bedawi; Chaojie Ou; Fakhri Karray (VTC Fall, 2018)

Predicting Steering Actions for Self-Driving Cars Through Deep Learning. - Chaojie Ou; Safaa Mahmoud Bedawi; Arief B. Koesdwiady; Fakhri Karray (VTC Fall, 2018)

SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. - Arief Koesdwiady; Fakhri Karray (CoRR, 2018)

Improving Multi-Step Traffic Flow Prediction. - Arief Koesdwiady; Fakhri Karray (CoRR, 2018)

Tools and approaches for topic detection from Twitter streams: survey. - Rania Ibrahim; Ahmed Elbagoury; Mohamed S. Kamel; Fakhri Karray (Knowl. Inf. Syst., 2018)

New EMS to Incorporate Smart Parking Lots Into Demand Response. - Elham Akhavan-Rezai; Mostafa F. Shaaban; Ehab F. El-Saadany; Fakhri Karray (IEEE Trans. Smart Grid, 2018)

Automatic Document Topic Identification Using Social Knowledge Network. - Mostafa M. Hassan; Fakhri Karray; Mohamed S. Kamel (Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018)

Real-Time Detection of Topics in Twitter Streams. - Rania Ibrahim; Ahmed Elbagoury; Khaled Ammar; Mohamed S. Kamel; Fakhri Karray (Encyclopedia of Social Network Analysis and Mining. 2nd Ed., 2018)

On Autonomous Systems: From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. - Yingxu Wang 001; Konstantinos N. Plataniotis; Sam Kwong; Henry Leung; Svetlana N. Yanushkevich; Fakhri Karray; Ming Hou 002; Newton Howard; Rodolfo A. Fiorini; Paolo Soda; Edward W. Tunstel; Jianmin Wang 001; et al. (ICCI*CC, 2019)

A Deep Learning-Based Noise-Resilient Keyword Spotting Engine for Embedded Platforms. - Ramzi Abdelmoula; Alaa M. Khamis; Fakhri Karray (ICIAR (2), 2019)

An End-to-End Deep Learning Based Gesture Recognizer for Vehicle Self Parking System. - Hassene Ben Amara; Fakhri Karray (ICIAR (2), 2019)

Image Structure Subspace Learning Using Structural Similarity Index. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (1), 2019)

Principal Component Analysis Using Structural Similarity Index for Images. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (1), 2019)

Locally Linear Image Structural Embedding for Image Structure Manifold Learning. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (1), 2019)

Strategies for Improving Single-Head Continual Learning Performance. - Alaa El Khatib; Fakhri Karray (ICIAR (1), 2019)

Design of an End-to-End Dual Mode Driver Distraction Detection System. - Chaojie Ou; Qiang Zhao; Fakhri Karray; Alaa El Khatib (ICIAR (2), 2019)

Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization. - Alaa El Khatib; Fakhri Karray (IJCNN, 2019)

Fitting A Mixture Distribution to Data: Tutorial. - Benyamin Ghojogh; Aydin Ghojogh; Mark Crowley 001; Fakhri Karray (CoRR, 2019)

Eigenvalue and Generalized Eigenvalue Problems: Tutorial. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2019)

Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. - Benyamin Ghojogh; Maria N. Samad; Sayema Asif Mashhadi; Tania Kapoor; Wahab Ali; Fakhri Karray; Mark Crowley 001 (CoRR, 2019)

Fisher and Kernel Fisher Discriminant Analysis: Tutorial. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2019)

Quantized Fisher Discriminant Analysis. - Benyamin Ghojogh; Ali Saheb Pasand; Fakhri Karray; Mark Crowley 001 (CoRR, 2019)

Roweis Discriminant Analysis: A Generalized Subspace Learning Method. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2019)

Overview of the crowdsourcing process. - Lobna Nassar; Fakhri Karray (Knowl. Inf. Syst., 2019)

Anomaly Detection and Prototype Selection Using Polyhedron Curvature. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (Canadian AI, 2020)

Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. - Mohammad Hossein Basiri; Benyamin Ghojogh; Nasser L. Azad; Sebastian Fischmeister; Fakhri Karray; Mark Crowley 001 (CDC, 2020)

Generalized Subspace Learning by Roweis Discriminant Analysis. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (1), 2020)

Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (2), 2020)

Theoretical Insights into the Use of Structural Similarity Index in Generative Models and Inferential Autoencoders. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (ICIAR (2), 2020)

Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. - Benyamin Ghojogh; Milad Sikaroudi; Hamid R. Tizhoosh; Fakhri Karray; Mark Crowley 001 (ICIAR (2), 2020)

Anomaly Detection for Images Using Auto-encoder Based Sparse Representation. - Qiang Zhao; Fakhri Karray (ICIAR (2), 2020)

Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. - Milad Sikaroudi; Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ICPR, 2020)

Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. - Benyamin Ghojogh; Milad Sikaroudi; Sobhan Shafiei; Hamid R. Tizhoosh; Fakhri Karray; Mark Crowley 001 (IJCNN, 2020)

Deep Learning Based Approach for Fresh Produce Market Price Prediction. - Lobna Nassar; Ifeanyi Emmanuel Okwuchi; Muhammad Saad 005; Fakhri Karray; Kumaraswamy Ponnambalam (IJCNN, 2020)

Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. - Lobna Nassar; Ifeanyi Emmanuel Okwuchi; Muhammad Saad 005; Fakhri Karray; Kumaraswamy Ponnambalam; Prarabdha Agrawal (IJCNN, 2020)

Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. - Milad Sikaroudi; Benyamin Ghojogh; Amir Safarpoor; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ISVC (1), 2020)

Agent-Based Modeling to Simulate Real-World Prices: A Strawberry Market Study. - F. Fathallahi; Kumaraswamy Ponnambalam; Yu Huang; Fakhri Karray (SMC, 2020)

Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. - Fatemeh Jafari; Seyed Jamshid Mousavi; Kumaraswamy Ponnambalam; Fakhri Karray; Lobna Nassar (SMC, 2020)

Yield forecast of California strawberry: Time-series Models vs. ML Tools. - Fatemeh Jafari; Kumaraswamy Ponnambalam; Seyed Jamshid Mousavi; Fakhri Karray (SMC, 2020)

Human Machine Interaction Platform for Home Care Support System. - Mahmoud M. Nasr; Fakhri Karray; Yuri Quintana (SMC, 2020)

Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. - Lobna Nassar; Muhammad Saad 005; Ifeanyi Emmanuel Okwuchi; Mohita Chaudhary; Fakhri Karray; Kumaraswamy Ponnambalam (SMC, 2020)

Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications. - Ifeanyi Emmanuel Okwuchi; Lobna Nassar; Fakhri Karray; Kumaraswamy Ponnambalam (SMC, 2020)

Machine Learning Based Approaches for Imputation in Time Series Data and their Impact on Forecasting. - Muhammad Saad 005; Mohita Chaudhary; Fakhri Karray; Vincent C. Gaudet (SMC, 2020)

Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. - Muhammad Saad 005; Lobna Nassar; Fakhri Karray; Vincent C. Gaudet (SMC, 2020)

A Tripartite Theory of Trustworthiness for Autonomous Systems. - Yingxu Wang 001; Svetlana N. Yanushkevich; Ming Hou 002; Konstantinos N. Plataniotis; Mark Coates; Marina L. Gavrilova; Yaoping Hu; Fakhri Karray; Henry Leung; Arash Mohammadi 001; Sam Kwong; Edward W. Tunstel; et al. (SMC, 2020)

Quantile-Quantile Embedding for Distribution Transformation, Manifold Embedding, and Image Embedding with Choice of Embedding Distribution. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling. - Parisa Abdolrahim Poorheravi; Benyamin Ghojogh; Vincent C. Gaudet; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Locally Linear Embedding and its Variants: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2020)

Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey. - Alaa El Khatib; Chaojie Ou; Fakhri Karray (IEEE Trans. Intell. Transp. Syst., 2020)

Enhancing Driver Distraction Recognition Using Generative Adversarial Networks. - Chaojie Ou; Fakhri Karray (IEEE Trans. Intell. Veh., 2020)

Deep Learning-Based Driving Maneuver Prediction System. - Chaojie Ou; Fakhri Karray (IEEE Trans. Veh. Technol., 2020)

Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil Parameters. - Mohita Chaudhary; Mohamed Sadok Gastli; Lobna Nassar; Fakhri Karray (AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021)

Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. - Reza Godaz; Benyamin Ghojogh; Reshad Hosseini; Reza Monsefi; Fakhri Karray; Mark Crowley 001 (ACML, 2021)

Transfer Learning Application for Berries Yield Forecasting using Deep Learning. - Mohita Chaudhary; Mohamed Sadok Gastli; Lobna Nassar; Fakhri Karray (IJCNN, 2021)

Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. - Mohamed Sadok Gastli; Lobna Nassar; Fakhri Karray (IJCNN, 2021)

Versatile Deep Learning Based Application for Time Series Imputation. - Muhammad Saad 005; Mohita Chaudhary; Lobna Nassar; Fakhri Karray; Vincent C. Gaudet (IJCNN, 2021)

Magnification Generalization For Histopathology Image Embedding. - Milad Sikaroudi; Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001; Hamid R. Tizhoosh (ISBI, 2021)

Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. - Mohita Chaudhary; Lobna Nassar; Fakhri Karray (SMC, 2021)

Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. - Mohita Chaudhary; Muhammad Saad 005; Lobna Nassar; Fakhri Karray (SMC, 2021)

Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. - Mohamed Sadok Gastli; Lobna Nassar; Fakhri Karray (SMC, 2021)

Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. - Fatemeh Jafari; Lobna Nassar; Fakhri Karray (SMC, 2021)

Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. - Alaa El Khatib; Mahmoud M. Nasr; Fakhri Karray (SMC, 2021)

AutoEncoder regularization using Support Vector Data Description for Anomaly Detection. - Ambareesh Ravi; Fakhri Karray (SMC, 2021)

A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). - Md. Milon Islam; Fakhri Karray; Reda Alhajj; Jia Zeng (IEEE Access, 2021)

Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects. - Mahmoud M. Nasr; Md. Milon Islam; Shady Shehata; Fakhri Karray; Yuri Quintana (IEEE Access, 2021)

Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS). - Yingxu Wang 001; Fakhri Karray; Sam Kwong; Konstantinos N. Plataniotis; Henry Leung; Ming Hou 002; Edward W. Tunstel; Imre J. Rudas; Ljiljana Trajkovic; Okyay Kaynak; Janusz Kacprzyk; Mengchu Zhou; et al. (CoRR, 2021)

Generative Locally Linear Embedding. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection. - Moloud Abdar; Soorena Salari; Sina Qahremani; Hak-Keung Lam; Fakhri Karray; Sadiq Hussain; Abbas Khosravi; U. Rajendra Acharya; Saeid Nahavandi (CoRR, 2021)

Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2021)

Exploring Convolutional Recurrent architectures for anomaly detection in videos: a comparative study. - Ambareesh Ravi; Fakhri Karray (Discov. Artif. Intell., 2021)

A comprehensive survey on multimodal medical signals fusion for smart healthcare systems. - Ghulam Muhammad; Fatima Alshehri; Fakhri Karray; Abdulmotaleb El-Saddik; Mansour Alsulaiman; Tiago H. Falk (Inf. Fusion, 2021)

A survey on vision-based driver distraction analysis. - Wanli Li; Jing Huang 012; Guoqi Xie; Fakhri Karray; Renfa Li (J. Syst. Archit., 2021)

Generative locally linear embedding: A module for manifold unfolding and visualization. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (Softw. Impacts, 2021)

Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (Canadian AI, 2022)

AI-based Blockchain for the Metaverse: Approaches and Challenges. - Ouns Bouachir; Moayad Aloqaily; Fakhri Karray; Abdulmotaleb El-Saddik (BCCA, 2022)

Decentralized IoB for Influencing IoT-based Systems Behavior. - Haya Elayan; Moayad Aloqaily; Fakhri Karray; Mohsen Guizani (ICC, 2022)

Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. - Islam Nasr; Lobna Nassar; Fakhri Karray (IJCNN, 2022)

Computer Vision-Based Architecture for IoMT Using Deep Learning. - Rabiah Al-qudah; Moayad Aloqaily; Fakhri Karray (IWCMC, 2022)

An Evolutionary Computing Based Approach for Optimal Target Coverage in Wireless Sensor Networks. - Sheikh Nooruddin; Md. Milon Islam; Fakhri Karray (KES-HCIS, 2022)

Sine Cosine Algorithm for Reducing Communication Costs of Federated Learning. - Ammar Kamal Abasi; Moayad Aloqaily; Mohsen Guizani; Fakhri Karray (MeditCom, 2022)

COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. - Youssef Abdelkareem; Islam Nasr; Lobna Nassar; Fakhri Karray (SMC, 2022)

Advances in Preference-based Reinforcement Learning: A Review. - Youssef Abdelkareem; Shady Shehata; Fakhri Karray (SMC, 2022)

Multimodal Human Activity Recognition for Smart Healthcare Applications. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray (SMC, 2022)

Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. - Islam Nasr; Lobna Nassar; Fakhri Karray (SMC, 2022)

Improving Time Series Generation of GANs through Soft Dynamic Time Warping Loss. - Xiaozhuo Yu; Fakhri Karray (SMC, 2022)

TinyHAR: Benchmarking Human Activity Recognition Systems in Resource Constrained Devices. - Sheikh Nooruddin; Md. Milon Islam; Fakhri Karray (WF-IoT, 2022)

Human activity recognition using tools of convolutional neural networks: A state of the art review, data sets, challenges, and future prospects. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray; Ghulam Muhammad (Comput. Biol. Medicine, 2022)

Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey. - Benyamin Ghojogh; Ali Ghodsi 001; Fakhri Karray; Mark Crowley 001 (CoRR, 2022)

On Manifold Hypothesis: Hypersurface Submanifold Embedding Using Osculating Hyperspheres. - Benyamin Ghojogh; Fakhri Karray; Mark Crowley 001 (CoRR, 2022)

Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray; Ghulam Muhammad (CoRR, 2022)

Realizing the Tactile Internet through Intelligent Zero Touch Networks. - Ismaeel Al Ridhawi; Moayad Aloqaily; Fakhri Karray; Mohsen Guizani; Mérouane Debbah (IEEE Netw., 2022)

Intelligent Blockchain-Enabled Communication and Services: Solutions for Moving Internet of Things Devices. - Ismaeel Al Ridhawi; Moayad Aloqaily; Fakhri Karray (IEEE Robotics Autom. Mag., 2022)

An Intelligent Blockchain-Assisted Cooperative Framework for Industry 4.0 Service Management. - Ismaeel Al Ridhawi; Moayad Aloqaily; Ali Abbas; Fakhri Karray (IEEE Trans. Netw. Serv. Manag., 2022)

Elements of Dimensionality Reduction and Manifold Learning - Benyamin Ghojogh; Mark Crowley 001; Fakhri Karray; Ali Ghodsi 001 (Springer, 2023)

FairGauge: A Modularized Evaluation of Bias in Masked Language Models. - Jad Doughman; Shady Shehata; Fakhri Karray (ASONAM, 2023)

GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Human View Synthesis. - Youssef Abdelkareem; Shady Shehata; Fakhri Karray (DAGM, 2023)

Can a Prediction's Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models. - Jad Doughman; Shady Shehata; Leen Al Qadi; Youssef Nafea; Fakhri Karray (Eval4NLP, 2023)

Message from the ICBC 2023 General and Technical Program Chairs. - Adel Ben Mnaouer; Burkhard Stiller; Fakhreddine Karray; Mohamed Bin Zayed (ICBC, 2023)

Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. - Neveen Hijazi 001; Moayad Aloqaily; Bassem Ouni; Fakhri Karray; Mérouane Debbah (ICC, 2023)

Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing. - Islam Nasr; Lobna Nassar; Fakhri Karray; Mohamed Bin Zayed (IJCNN, 2023)

HACER: An Integrated Remote Monitoring Platform for the Elderly. - Siwar Ben Ammar; Thanh Cong Ho; Fakhri Karray; Wail Gueaieb (iMETA, 2023)

Towards a Computer Vision-Based Approach for Digital Twin Implementation. - Miriam Cristofoletti; Khem Emrith; Abdelmotaleb Elsaddik; Fakhri Karray (iMETA, 2023)

Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. - Massa Baali; Ibrahim Almakky; Shady Shehata; Fakhri Karray (INTERSPEECH, 2023)

An Efficient Violence Detection Approach for Smart Cities Surveillance System. - Mustaqeem Khan 001; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ISC2, 2023)

RECOD: Resource-Efficient Camouflaged Object Detection for UAV-Based Smart Cities Applications. - Abbas Khan; Mustaqeem Khan 001; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ISC2, 2023)

A Survey on Securing 6G Wireless Communications based Optimization Techniques. - Ammar Kamal Abasi; Moayad Aloqaily; Bassem Ouni; Mohsen Guizani; Mérouane Debbah; Fakhri Karray (IWCMC, 2023)

A Hybrid Deep Learning Model for Human Activity Recognition and Fall Detection for the Elderly. - Farah Kharrat; Wail Gueaieb; Fakhri Karray; Abdulmotaleb El-Saddik (MeMeA, 2023)

Multi-Plane Neural Radiance Fields for Novel View Synthesis. - Youssef Abdelkareem; Shady Shehata; Fakhri Karray (CoRR, 2023)

Clip21: Error Feedback for Gradient Clipping. - Sarit Khirirat; Eduard Gorbunov; Samuel Horváth; Rustem Islamov; Fakhri Karray; Peter Richtárik (CoRR, 2023)

GenLayNeRF: Generalizable Layered Representations with 3D Model Alignment for Multi-Human View Synthesis. - Youssef Abdelkareem; Shady Shehata; Fakhri Karray (CoRR, 2023)

UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection. - Moloud Abdar; Soorena Salari; Sina Qahremani; Hak-Keung Lam; Fakhri Karray; Sadiq Hussain; Abbas Khosravi; U. Rajendra Acharya; Vladimir Makarenkov; Saeid Nahavandi (Inf. Fusion, 2023)

Internet of Behavior and Explainable AI Systems for Influencing IoT Behavior. - Haya Elayan; Moayad Aloqaily; Fakhri Karray; Mohsen Guizani (IEEE Netw., 2023)

Internet of Things: Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray; Ghulam Muhammad (IEEE Internet Things J., 2023)

Multi-level feature fusion for multimodal human activity recognition in Internet of Healthcare Things. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray; Ghulam Muhammad (Inf. Fusion, 2023)

Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse. - Moayad Aloqaily; Ouns Bouachir; Fakhri Karray; Ismaeel Al Ridhawi; Abdulmotaleb El-Saddik (IEEE Consumer Electron. Mag., 2023)

A multi-resolution fusion approach for human activity recognition from video data in tiny edge devices. - Sheikh Nooruddin; Md. Milon Islam; Fakhri Karray; Ghulam Muhammad (Inf. Fusion, 2023)

Robustly Train Normalizing Flows via KL Divergence Regularization. - Kun Song; Ruben Solozabal; Hao Li; Martin Takác 001; Lu Ren; Fakhri Karray (AAAI, 2024)

FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. - Mohammed Talha Alam; Raza Imam; Mohsen Guizani; Fakhri Karray (BMVC, 2024)

On the Robustness and Real-time Adaptation of UAV-based Crowd Localization in Complex and High-density Scenes. - Ahmed Elhagry; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (CASE, 2024)

Drone-HAT: Hybrid Attention Transformer for Complex Action Recognition in Drone Surveillance Videos. - Mustaqeem Khan 001; Jamil Ahmad; Abdulmotaleb El-Saddik; Wail Gueaieb; Giulia De Masi; Fakhri Karray (CVPR Workshops, 2024)

Reference-free Hallucination Detection for Large Vision-Language Models. - Qing Li 038; Jiahui Geng; Chenyang Lyu; Derui Zhu; Maxim Panov; Fakhri Karray (EMNLP (Findings), 2024)

Enabling Consumer UAVs for Precision Agriculture Applications: A Case Study of Yield Estimation. - Jamil Ahmad; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ICCE, 2024)

SpotCrack: Leveraging a Lightweight Framework for Crack Segmentation in Infrastructure. - Abbas Khan; Mustaqeem Khan 001; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ICCE, 2024)

Action Knowledge Graph for Violence Detection Using Audiovisual Features. - Mustaqeem 001; Muhammad Saad 005; Abbas Khan; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ICCE, 2024)

Knowledge-Infused Learning for Fine-Grained Plant Disease Recognition. - Jamil Ahmad; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (ICIP, 2024)

Advancing Fairness in Microgrid Energy Transaction: An Alternative Approach. - Chemsedine Bchir; Moayad Aloqaily; Fakhri Karray; Mohsen Guizani (IWCMC, 2024)

REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring. - Thanh Cong Ho; Farah Kharrat; Abderrazek Abid; Fakhri Karray; Anis Koubaa (MeMeA, 2024)

TransUAAE-CapGen: Caption Generation from Histopathological Patches through Transformer and UNet-Based Adversarial Autoencoder. - S. M. Taslim Uddin Raju; Abdul Raqeeb Mohammad; Md. Milon Islam; Fakhri Karray (SMC, 2024)

CamoFocus: Enhancing Camouflage Object Detection with Split-Feature Focal Modulation and Context Refinement. - Abbas Khan; Mustaqeem Khan 001; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (WACV, 2024)

VD-Net: An Edge Vision-Based Surveillance System for Violence Detection. - Mustaqeem Khan 001; Abdulmotaleb El-Saddik; Wail Gueaieb; Giulia De Masi; Fakhri Karray (IEEE Access, 2024)

Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach. - Md. Milon Islam; Sheikh Nooruddin; Fakhri Karray; Ghulam Muhammad (Biomed. Signal Process. Control., 2024)

AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations. - Mohammed Talha Alam; Raza Imam; Mohsen Guizani; Fakhri Karray (CoRR, 2024)

CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging. - Raza Imam; Mohammed Talha Alam; Umaima Rahman; Mohsen Guizani; Fakhri Karray (CoRR, 2024)

Enhance Hyperbolic Representation Learning via Second-order Pooling. - Kun Song; Ruben Solozabal; Li hao; Lu Ren; Moloud Abdar; Qing Li 038; Fakhri Karray; Martin Takác 001 (CoRR, 2024)

Urban4D: Semantic-Guided 4D Gaussian Splatting for Urban Scene Reconstruction. - Ziwen Li; Jiaxin Huang; Runnan Chen; Yunlong Che; Yandong Guo; Tongliang Liu; Fakhri Karray; Mingming Gong (CoRR, 2024)

Yield estimation and health assessment of temperate fruits: A modular framework. - Jamil Ahmad; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (Eng. Appl. Artif. Intell., 2024)

Method and system for automated detection of sleep spindles using a single EEG channels based TEO and EMD. - Yabing Li; Kun Song; Yongbo Zhang; Fakhreddine Karray (Expert Syst. Appl., 2024)

Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection. - Behrouz Ahadzadeh; Moloud Abdar; Fatemeh Safara; Leyla Aghaei; Seyedali Mirjalili; Abbas Khosravi; Salvador García 001; Fakhri Karray; U. Rajendra Acharya (Appl. Soft Comput., 2024)

Secure Federated Learning With Fully Homomorphic Encryption for IoT Communications. - Neveen Mohammad Hijazi 001; Moayad Aloqaily; Mohsen Guizani; Bassem Ouni; Fakhri Karray (IEEE Internet Things J., 2024)

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. - Qing Li 038; Jiahui Geng; Derui Zhu; Zongxiong Chen; Kun Song; Lei Ma 003; Fakhri Karray (AAAI, 2025)

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Derui Zhu; Yuxia Wang; Congbo Ma; Chenyang Lyu; Fakhri Karray (ACL (1), 2025)

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. - Jiahui Geng; Qing Li 038; Zongxiong Chen; Yuxia Wang; Derui Zhu; Zhuohan Xie; Chenyang Lyu; Xiuying Chen; Preslav Nakov; Fakhri Karray (ACL (Findings), 2025)

Large Language Model Simulator for Cold-Start Recommendation. - Feiran Huang; Yuanchen Bei; Zhenghang Yang; Junyi Jiang; Hao Chen 062; Qijie Shen; Senzhang Wang; Fakhri Karray; Philip S. Yu (WSDM, 2025)

MSF-Net: Multi-stage fusion network for emotion recognition from multimodal signals in scalable healthcare. - Md. Milon Islam; Fakhri Karray; Ghulam Muhammad (Inf. Fusion, 2025)

Graph-Based Knowledge Driven Approach for Violence Detection. - Mustaqeem Khan 001; Wail Gueaieb; Abdulmotaleb Elsaddik; Giulia De Masi; Fakhri Karray (IEEE Consumer Electron. Mag., 2025)

Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap. - Weizhi Zhang 001; Yuanchen Bei; Liangwei Yang; Henry Peng Zou; Peilin Zhou; Aiwei Liu; Yinghui Li; Hao Chen 062; Jianling Wang; Yu Wang 158; Feiran Huang; Sheng Zhou 004; et al. (CoRR, 2025)

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Kun Song; Lei Ma 003; Fakhri Karray (CoRR, 2025)

FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation. - Ruochen Liu 001; Hao Chen 062; Yuanchen Bei; Zheyu Zhou; Lijia Chen; Qijie Shen; Feiran Huang; Fakhri Karray; Senzhang Wang (CoRR, 2025)

Joint Multi-Scale Multimodal Transformer for Emotion Using Consumer Devices. - Mustaqeem Khan 001; Jamil Ahmad; Wail Gueaieb; Giulia De Masi; Fakhri Karray; Abdulmotaleb El-Saddik (IEEE Trans. Consumer Electron., 2025)

A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models. - Jiahui Geng; Qing Li 038; Herbert Woisetschlaeger; Zongxiong Chen; Yuxia Wang; Preslav Nakov; Hans-Arno Jacobsen; Fakhri Karray (CoRR, 2025)

Hierarchical Instruction-aware Embodied Visual Tracking. - Kui Wu; Hao Chen 062; Churan Wang; Fakhri Karray; Zhoujun Li 001; Yizhou Wang 001; Fangwei Zhong (CoRR, 2025)

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. - Jiahui Geng; Fengyu Cai; Shaobo Cui 006; Qing Li 038; Liangwei Chen; Chenyang Lyu; Haonan Li; Derui Zhu; Walter Pretschner; Heinz Koeppl; Fakhri Karray (CoRR, 2025)

ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions. - Fatmah AlHindaassi; Mohammed Talha Alam; Fakhri Karray (CoRR, 2025)

Bridging Brain with Foundation Models through Self-Supervised Learning. - Hamdi Altaheri; Fakhri Karray; Md. Milon Islam; S. M. Taslim Uddin Raju; Amir-Hossein Karimi (CoRR, 2025)

Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities. - Yuanchen Bei; Weizhi Zhang 001; Siwen Wang; Weizhi Chen; Sheng Zhou 004; Hao Chen 062; Yong Li 004; Jiajun Bu; Shirui Pan; Yizhou Yu; Irwin King; Fakhri Karray; et al. (CoRR, 2025)

GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning. - S. M. Taslim Uddin Raju; Md. Milon Islam; Md. Rezwanul Haque; Hamdi Altaheri; Fakhri Karray (CoRR, 2025)

FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing. - Mohammed Talha Alam; Fahad Shamshad; Fakhri Karray; Karthik Nandakumar (CoRR, 2025)

MMFformer: Multimodal Fusion Transformer Network for Depression Detection. - Md. Rezwanul Haque; Md. Milon Islam; S. M. Taslim Uddin Raju; Hamdi Altaheri; Lobna Nassar; Fakhri Karray (CoRR, 2025)

MDD-Net: Multimodal Depression Detection through Mutual Transformer. - Md. Rezwanul Haque; Md. Milon Islam; S. M. Taslim Uddin Raju; Hamdi Altaheri; Lobna Nassar; Fakhri Karray (CoRR, 2025)

FusionEnsemble-Net: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition. - Md. Milon Islam; Md. Rezwanul Haque; S. M. Taslim Uddin Raju; Fakhri Karray (CoRR, 2025)

A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition. - Md. Rezwanul Haque; Md. Milon Islam; S. M. Taslim Uddin Raju; Fakhri Karray (CoRR, 2025)

Leveraging model explainability and fine-grained cutmix augmentation for robust detection of apricot diseases in UAV images. - Jamil Ahmad; Wail Gueaieb; Abdulmotaleb El-Saddik; Giulia De Masi; Fakhri Karray (Expert Syst. Appl., 2026)