Fakhri Karray

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

Bob Zhang, Xingzheng Wang, Fakhri Karray, Zhimin Yang, David Zhang: Computerized facial diagnosis using both color and texture features. Inf. Sci. 221: 49-59 (2013)

Shady Shehata, Fakhri Karray, Mohamed S. Kamel: An efficient concept-based retrieval model for enhancing text retrieval quality. Knowl. Inf. Syst. 35(2): 411-434 (2013)

Safaa Zaman, Mohammed El-Abed, Fakhri Karray: Features selection approaches for intrusion detection systems based on evolution algorithms. ICUIMC 2013: 10

Bob Zhang, Jane You, Fakhri Karray: Detecting Optic Disc on Asians by Multiscale Gaussian Filtering. Int. J. Biomedical Imaging 2012 (2012)

Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel: Model order selection for multiple cooperative swarms clustering using stability analysis. Inf. Sci. 182(1): 169-183 (2012)

Bob Zhang, Fakhri Karray, Qin Li, Lei Zhang: Sparse Representation Classifier for microaneurysm detection and retinal blood vessel extraction. Inf. Sci. 200: 78-90 (2012)

Ahmed M. Elmogy, Alaa M. Khamis, Fakhri Karray: Market-Based Framework for Mobile Surveillance Systems. AIS 2012: 69-78

Milad Alemzadeh, Kacem Abida, Richard Khoury, Fakhri Karray: Enhancement of the ROVER's Voting Scheme Using Pattern Matching. AIS 2012: 167-174

Kacem Abida, Fakhri Karray, Wafa Abida: A Novel Voting Scheme for ROVER Using Automatic Error Detection. AIS 2012: 175-183

Arash Abghari, Kacem Abida, Fakhri Karray: Features' Weight Learning towards Improved Query Classification. AIS 2012: 184-191

Jiping Sun, Jeremy Sun, Kacem Abida, Fakhri Karray: A Novel Template Matching Approach to Speaker-Independent Arabic Spoken Digit Recognition. AIS 2012: 192-199

Talieh Seyed Tabatabaei, Fakhri Karray, Mohamed Kamel: Early internet traffic recognition based on machine learning methods. CCECE 2012: 1-5

Jamil Abou Saleh, Fakhreddine Karray, Michael Morckos: Modelling of robot attention demand in human-robot interaction using finite fuzzy state automata. FUZZ-IEEE 2012: 1-8

Jamil Abou Saleh, Fakhreddine Karray, Michael Morckos: A qualitative evaluation criterion for human-robot interaction system in achieving collective tasks. FUZZ-IEEE 2012: 1-8

Pouria Fewzee, Fakhri Karray: Elastic net for paralinguistic speech recognition. ICMI 2012: 509-516

Pouria Fewzee, Fakhri Karray: Emotional Speech: A Spectral Analysis. INTERSPEECH 2012

Bahador Khaleghi, Fakhri Karray: Human-centered multi-target tracking: A Random Set theoretic approach. IRI 2012: 193-200

Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel: Automatic Document Topic Identification using Wikipedia Hierarchical Ontology. ISSPA 2012: 237-242

Talieh Seyed Tabatabaei, Mostafa Adel, Fakhri Karray, Mohamed Kamel: Machine Learning-Based Classification of Encrypted Internet Traffic. MLDM 2012: 578-592

Jin-Myung Won, Fakhri Karray: Necessity of parametric conditions for monotonic TSK fuzzy systems. SMC 2012: 2026-2029

Pouria Fewzee, Fakhri Karray: Dimensionality Reduction for Emotional Speech Recognition. SocialCom/PASSAT 2012: 532-537

Mohamed Kamel, Fakhri Karray, Hani Hagras (Eds.): Autonomous and Intelligent Systems - Third International Conference, AIS 2012, Aveiro, Portugal, June 25-27, 2012. Proceedings. Lecture Notes in Computer Science 7326, Springer 2012, isbn 978-3-642-31367-7

Tarek M. Hamdani, Jin-Myung Won, Adel M. Alimi, Fakhri Karray: Hierarchical genetic algorithm with new evaluation function and bi-coded representation for the selection of features considering their confidence rate. Appl. Soft Comput. 11(2): 2501-2509 (2011)

Kacem Abida, Fakhri Karray, Wafa Abida: Crover: the Context-Augmented Rover. Control and Intelligent Systems 39(4) (2011)

Tarek M. Hamdani, Mohamed A. Khabou, Adel M. Alimi, Fakhri Karray: An Intelligent Decision-Making System Based on Multiple Classifiers updated Using confidence Rates and stress parameters. Control and Intelligent Systems 39(4) (2011)

Fakhri Karray, Alaa M. Khamis, Wail Gueaieb: Preface: Special Issue on Advances in Intelligent and Autonomous Systems. Control and Intelligent Systems 39(4) (2011)

Yun-Qian Miao, Alaa M. Khamis, Fakhri Karray, Mohamed S. Kamel: A Novel Approach to Path Planning for Autonomous Mobile Robots. Control and Intelligent Systems 39(4) (2011)

Alaa M. Khamis, Ahmed M. Elmogy, Fakhri Karray: Complex Task Allocation in Mobile Surveillance Systems. Journal of Intelligent and Robotic Systems 64(1): 33-55 (2011)

Moataz M. H. El Ayadi, Mohamed S. Kamel, Fakhri Karray: Survey on speech emotion recognition: Features, classification schemes, and databases. Pattern Recognition 44(3): 572-587 (2011)

Momotaz Begum, Fakhreddine Karray: Visual Attention for Robotic Cognition: A Survey. IEEE T. Autonomous Mental Development 3(1): 92-105 (2011)

Marco Baglietto, Lubica Benusková, Ivo Bukovsky, Tianping Chen, Tom Heskes, Kazushi Ikeda, Fakhri Karray, Rhee Man Kil, Robert A. Legenstein, Jinhu Lu, Yunqian Ma, Malik Magdon-Ismail, Michael G. Paulin, Robi Polikar, Danil V. Prokhorov, Marco Wiering, Vicente Zarzoso: Editorial: One Year as EiC, and Editorial-Board Changes at TNN. IEEE Transactions on Neural Networks 22(1): 1-7 (2011)

Jin-Myung Won, Fakhreddine Karray: A Greedy Algorithm for Faster Feasibility Evaluation of All-Terminal-Reliable Networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(6): 1600-1611 (2011)

Aya Sayedelahl, Pouria Fewzee, Mohamed S. Kamel, Fakhri Karray: Audio-Based Emotion Recognition from Natural Conversations Based on Co-Occurrence Matrix and Frequency Domain Energy Distribution Features. ACII (2) 2011: 407-414

Yun-Qian Miao, Alaa M. Khamis, Fakhreddine Karray, Mohamed S. Kamel: Global Optimal Path Planning for Mobile Robots Based on Hybrid Approach with High Diversity and Memorization. AIS 2011: 1-10

Milad Alemzadeh, Richard Khoury, Fakhri Karray: Exploring Wikipedia's Category Graph for Query Classification. AIS 2011: 222-230

Kacem Abida, Wafa Abida, Fakhri Karray: Combination of Error Detection Techniques in Automatic Speech Transcription. AIS 2011: 231-240

Jamil Abou Saleh, Fakhreddine Karray: Towards Unified Performance Metrics for Multi-robot Human Interaction Systems. AIS 2011: 311-320

Kacem Abida, Fakhri Karray, Wafa Abida: cROVER: Improving ROVER using automatic error detection. ICASSP 2011: 1753-1756

Momotaz Begum, Fakhri Karray: Integrating visual exploration and visual search in robotic visual attention: The role of human-robot interaction. ICRA 2011: 3822-3827

Sepideh Seifzadeh, Mohammad Rostami, Ali Ghodsi, Fakhreddine Karray: Parameter selection for smoothing splines using Stein's Unbiased Risk Estimator. IJCNN 2011: 2733-2740

Kacem Abida, Fakhri Karray: ROVER Enhancement with Automatic Error Detection. INTERSPEECH 2011: 2885-2888

Mohamed Kamel, Fakhri Karray, Wail Gueaieb, Alaa M. Khamis (Eds.): Autonomous and Intelligent Systems - Second International Conference, AIS 2011, Burnaby, BC, Canada, June 22-24, 2011. Proceedings. Lecture Notes in Computer Science 6752, Springer 2011, isbn 978-3-642-21537-7

Bob Zhang, Lin Zhang, Lei Zhang, Fakhri Karray: Retinal vessel extraction by matched filter with first-order derivative of Gaussian. Comp. in Bio. and Med. 40(4): 438-445 (2010)

Shady Shehata, Fakhri Karray, Mohamed S. Kamel: An Efficient Model for Enhancing Text Categorization Using Sentence Semantics. Computational Intelligence 26(3): 215-231 (2010)

Howard Li, Fakhri Karray, Otman A. Basir: An Optimization Algorithm for the Coordinated Hybrid Agent Framework. I. J. Robotics and Automation 25(1) (2010)

Ahmed M. Elmogy, Fakhreddine Karray, Alaa M. Khamis: Auction-Based Consensus Mechanism for Cooperative Tracking in Multi-Sensor Surveillance Systems. JACIII 14(1): 13-20 (2010)

Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel: Flocking based approach for data clustering. Natural Computing 9(3): 767-791 (2010)

Bob Zhang, Xiangqian Wu, Jane You, Qin Li, Fakhri Karray: Detection of microaneurysms using multi-scale correlation coefficients. Pattern Recognition 43(6): 2237-2248 (2010)

Shady Shehata, Fakhri Karray, Mohamed S. Kamel: An Efficient Concept-Based Mining Model for Enhancing Text Clustering. IEEE Trans. Knowl. Data Eng. 22(10): 1360-1371 (2010)

Meindert Niemeijer, Bram van Ginneken, M. J. Cree, A. Mizutani, Gwénolé 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: Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs. IEEE Trans. Med. Imaging 29(1): 185-195 (2010)

Jin-Myung Won, Fakhri Karray: Cumulative Update of All-Terminal Reliability for Faster Feasibility Decision. IEEE Transactions on Reliability 59(3): 551-562 (2010)

Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine: A Probabilistic Model of Overt Visual Attention for Cognitive Robots. IEEE Transactions on Systems, Man, and Cybernetics, Part B 40(5): 1305-1318 (2010)

Kacem Abida, Fakhri Karray: Systems combination in large vocabulary continuous speech recognition. AIS 2010: 1-6

Hassene Bouraoui, Alaa M. Khamis, Fakhri Karray: A testbed platform for assessing human-robot verbal interaction. AIS 2010: 1-6

Qin Li, Jinghua Wang, Jane You, Bob Zhang, Fakhri Karray: Refractive error detection via group sparse representation. AIS 2010: 1-5

Jamil Abou Saleh, Fakhri Karray: Towards generalized performance metrics for human-robot interaction. AIS 2010: 1-6

Bob Zhang, Fakhri Karray: Optic disc and fovea detection via multi-scale matched filters and a vessels' directional matched filter. AIS 2010: 1-5

Jamil Abou Saleh, Fakhreddine Karray: Temporal fuzzy based modeling as applied to the class of man-machine interaction. FUZZ-IEEE 2010: 1-8

Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel, Abbas Ahmadi: An integral approach for Geno-Simulated Annealing. HIS 2010: 165-170

Bob Zhang, Lei Zhang, Jane You, Fakhri Karray: Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning. ICPR 2010: 277-280

Bob Zhang, Fakhri Karray: Optic Disc Detection by Multi-scale Gaussian Filtering with Scale Production and a Vessels' Directional Matched Filter. ICMB 2010: 173-180

Bob Zhang, Qin Li, Lei Zhang, Jane You, Fakhri Karray: Retinal Vessel Centerline Extraction Using Multiscale Matched Filter and Sparse Representation-Based Classifier. ICMB 2010: 181-190

Milad Alemzadeh, Fakhri Karray: An Efficient Method for Tagging a Query with Category Labels Using Wikipedia towards Enhancing Search Engine Results. Web Intelligence 2010: 192-195

Safaa Zaman, Fakhri Karray: TCP/IP Model and Intrusion Detection Systems. AINA Workshops 2009: 90-96

Safaa Zaman, Fakhri Karray: Fuzzy ESVDF Approach for Intrusion Detection Systems. AINA 2009: 539-545

Bahador Khaleghi, Malek Baklouti, Fakhreddine Karray: SILT: Scale-invariant line transform. CIRA 2009: 78-83

Jamil Abou Saleh, Malek Baklouti, Fakhreddine Karray: A combined skin model and feature approach for tracking of human faces. CIRA 2009: 142-147

Safaa Zaman, Fakhri Karray: Lightweight IDS Based on Features Selection and IDS Classification Scheme. CSE (3) 2009: 365-370

Bob Zhang, Jane You, Fakhri Karray, Chea-su Kee, Qin Li: Astigmatism and Eye Shape. IPCV 2009: 72-77

Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine: A probabilistic approach for attention-based multi-modal human-robot interaction. RO-MAN 2009: 200-205

Abbas Ahmadi, Fakhri Karray, Mohamed S. Kamel: Stability-Based Model Order Selection for Clustering Using Multiple Cooperative Particle Swarms. Foundations of Computational Intelligence (4) 2009: 197-218

Richard Khoury, Fakhreddine Karray, Mohamed S. Kamel: Keyword extraction rules based on a part-of-speech hierarchy. IJAMC 2(2): 138-153 (2008)

Mohamed Slim Masmoudi, Willie Tsui, Insop Song, Fakhreddine Karray, Mohamed Masmoudi, Nabil Derbel: Implementation of a Real-Time FPGA-Based Intelligent Parallel Parking System. JACIII 12(4): 348-354 (2008)

Moataz M. H. El Ayadi, Mohamed S. Kamel, Fakhri Karray: Toward a tight upper bound for the error probability of the binary Gaussian classification problem. Pattern Recognition 41(6): 2120-2132 (2008)

Richard Khoury, Fakhreddine Karray, Mohamed S. Kamel: Domain Representation Using Possibility Theory: An Exploratory Study. IEEE T. Fuzzy Systems 16(6): 1531-1541 (2008)

Howard Li, Fakhri Karray, Otman A. Basir, Insop Song: A Framework for Coordinated Control of Multiagent Systems and Its Applications. IEEE Transactions on Systems, Man, and Cybernetics, Part A 38(3): 534-548 (2008)

Shady Shehata, Fakhri Karray, Mohamed Kamel: Enhancing Text Categorization Using Sentence Semantics. ADMA 2008: 87-98

Abbas Ahmadi, Fakhri Karray, Mohamed Kamel: Model order selection for multiple cooperative swarms clustering using stability analysis. IEEE Congress on Evolutionary Computation 2008: 3388-3395

Habib Dhahri, Adel M. Alimi, Fakhri Karray: The modified particle swarm optimization for the design of the Beta Basis Function neural networks. IEEE Congress on Evolutionary Computation 2008: 3874-3880

Abbas Ahmadi, Fakhri Karray, Mohamed Kamel: Particle swarm clustering ensemble. GECCO 2008: 159-160

Mustapha Makkook, Otman A. Basir, Fakhreddine Karray: A reliability guided sensor fusion model for optimal weighting in multimodal systems. ICASSP 2008: 2453-2456

Sameeh Ullah, Fakhri Karray, Jin-Myung Won: Non-dominated Sorting Evolution Strategy-based K-means clustering algorithm for accent classification. ICPR 2008: 1-4

Habib Dhahri, Adel M. Alimi, Fakhri Karray: Designing beta basis function neural network for optimization using particle swarm optimization. IJCNN 2008: 2564-2571

Tarek M. Hamdani, Adel M. Alimi, Fakhri Karray: Enhancing the structure and parameters of the centers for BBF Fuzzy Neural Network classifier construction based on data structure. IJCNN 2008: 3174-3180

Momotaz Begum, George K. I. Mann, Ray G. Gosine, Fakhri Karray: Object- and space-based visual attention: An integrated framework for autonomous robots. IROS 2008: 301-306

Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine: Re-mapping of visual saliency in overt attention: A particle filter approach for robotic systems. ROBIO 2008: 425-430

Sameeh Ullah, Fakhri Karray: An evolutionary approach for accent classification in IVR systems. SMC 2008: 418-423

Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray: Inferring operating rules for reservoir operations using fuzzy regression and ANFIS. Fuzzy Sets and Systems 158(10): 1064-1082 (2007)

Richard Khoury, Fakhri Karray, Yu Sun, Mohamed Kamel, Otman A. Basir: Semantic Understanding of General Linguistic Items by Means of Fuzzy Set Theory. IEEE T. Fuzzy Systems 15(5): 757-771 (2007)

Jin-Myung Won, Fakhreddine Karray: A Genetic Algorithm with cycle representation and contraction digraph model for Guideway Network design of Personal Rapid Transit. IEEE Congress on Evolutionary Computation 2007: 2405-2412

Tarek M. Hamdani, Jin-Myung Won, Adel M. Alimi, Fakhri Karray: Multi-objective Feature Selection with NSGA II. ICANNGA (1) 2007: 240-247

Abbas Ahmadi, Fakhri Karray, Mohamed Kamel: Hybrid learning scheme for modular-based phoneme recognizer. ISSPA 2007: 1-4

Sameeh Ullah, Fakhri Karray, Arash Abghari, Sushil Podder: Soft computing-based approach for natural language call routing systems. ISSPA 2007: 1-4

Shady Shehata, Fakhri Karray, Mohamed Kamel: A concept-based model for enhancing text categorization. KDD 2007: 629-637

Shady Shehata, Fakhri Karray, Mohamed Kamel: Enhancing Search Engine Quality Using Concept-based Text Retrieval. Web Intelligence 2007: 26-32

Radhia Hassine, Fakhreddine Karray, Adel M. Alimi, Mohamed Selmi: Approximation properties of piece-wise parabolic functions fuzzy logic systems. Fuzzy Sets and Systems 157(4): 501-515 (2006)

Howard Li, Fakhreddine Karray, Otman A. Basir, Insop Song: Multi-Agent Based Control of a Heterogeneous System. JACIII 10(2): 161-167 (2006)

Federico Guedea-Elizalde, Rogelio Soto, Fakhreddine Karray, Insop Song: Building Intelligent Robotics Systems with Distributed Components. JACIII 10(2): 173-180 (2006)

Keith Gowan, Jason Nery, Henrick Han, Tony Sheng, Howard Li, Fakhreddine Karray, Insop Song: Intelligent Parking System Design Using FPGA. FPL 2006: 1-6

Shady Shehata, Fakhri Karray, Mohamed S. Kamel: Enhancing Text Retrieval Performance using Conceptual Ontological Graph. ICDM Workshops 2006: 39-44

Shady Shehata, Fakhri Karray, Mohamed S. Kamel: Enhancing Text Clustering Using Concept-based Mining Model. ICDM 2006: 1043-1048

Chaouki Aouiti, Adel M. Alimi, Fakhreddine Karray, Aref Maalej: The design of beta basis function neural network and beta fuzzy systems by a hierarchical genetic algorithm. Fuzzy Sets and Systems 154(2): 251-274 (2005)

Otman A. Basir, Fakhri Karray, Hongwei Zhu: Connectionist-based Dempster-Shafer evidential reasoning for data fusion. IEEE Transactions on Neural Networks 16(6): 1513-1530 (2005)

Howard Li, Fakhri Karray, Otman A. Basir, Insop Song: An optimization algorithm for the coordinated hybrid agent framework. SMC 2005: 1730-1735

Fakhri Karray, Rogelio Soto, Federico Guedea-Elizalde, Insop Song: Integration of Distributed Robotic Systems. JACIII 8(1): 7-13 (2004)

Federico Guedea-Elizalde, Rubén Morales-Menéndez, Rogelio Soto, Insop Song, Fakhri Karray: Wrapper Components for Distributed Robotic Systems. MICAI 2004: 882-891

Wael Bazzi, Fakhri Karray: Interference and error probability evaluation in multiservice interference limited wireless ad hoc networks. WCNC 2004: 369-374

Kumaraswamy Ponnambalam, Fakhri Karray, Seyed Jamshid Mousavi: Minimizing variance of reservoir systems operations benefits using soft computing tools. Fuzzy Sets and Systems 139(2): 451-461 (2003)

Salah Al-Sharhan, Fakhri Karray, Wail Gueaieb: Learning-based resource optimization in asynchronous transfer mode (ATM) networks. IEEE Transactions on Systems, Man, and Cybernetics, Part B 33(1): 122-132 (2003)

Radhia Hassine, Fakhri Karray, Adel M. Alimi, Mohamed Selmi: Approximation properties of fuzzy systems for smooth functions and their first-order derivative. IEEE Transactions on Systems, Man, and Cybernetics, Part A 33(2): 160-168 (2003)

Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray: Deriving reservoir operating rules via fuzzy regression and ANFIS. EUSFLAT Conf. 2003: 767-772

Jiaming Wang, Hao Li, Fakhri Karray, Otman A. Basir: Real world implementation of fuzzy anti-swing control for behavior-based intelligent crane system. IROS 2003: 1192-1197

Sunil K. Sinha, Fakhri Karray: Classification of underground pipe scanned images using feature extraction and neuro-fuzzy algorithm. IEEE Transactions on Neural Networks 13(2): 393-401 (2002)

Fakhri Karray, Wail Gueaieb, Salah Al-Sharhan: The hierarchical expert tuning of PID controllers using tools of soft computing. IEEE Transactions on Systems, Man, and Cybernetics, Part B 32(1): 77-90 (2002)

Wail Gueaieb, Fakhri Karray, Salah Al-Sharhan, Otman A. Basir: A Hybrid Adaptive Fuzzy Approach for the Control of Cooperative Manipulators. ICRA 2002: 2153-2158

Hongwei Zhu, Otman A. Basir, Fakhri Karray: Fuzzy Integral Based Image Segmentation and the Optimal Implementation Using Genetic Algorithm. JCIS 2002: 728-731

Kevin W. Li, Fakhreddine Karray, Keith W. Hipel, D. Marc Kilgour: Fuzzy approaches to the game of Chicken. IEEE T. Fuzzy Systems 9(4): 608-623 (2001)

Hongwei Zhu, Otman A. Basir, Fakhri Karray: Fuzzy Integral Based Region Merging for Watershed Image Segmentation. FUZZ-IEEE 2001: 27-30

Salah Al-Sharhan, Fakhri Karray, Wail Gueaieb, Otman A. Basir: Fuzzy Entropy: a Brief Survey. FUZZ-IEEE 2001: 1135-1139

Salah Al-Sharhan, Fakhreddine Karray, Wail Gueaieb: Tools of computational intelligence as applied to bandwidth allocation in ATM networks. ICC 2001: 2907-2911

Fakhreddine Karray, Essam Zaneldin, Tarek Hegazy, Abdulkarim H. M. Shabeeb, Emad Elbeltagi: Tools of soft computing as applied to the problem of facilities layout planning. IEEE T. Fuzzy Systems 8(4): 367-379 (2000)

Nayer M. Wanas, Mohamed S. Kamel, Gasser Auda, Fakhri Karray: Feature-based decision aggregation in modular neural network classifiers. Pattern Recognition Letters 20(11-13): 1353-1359 (1999)