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ORCIDFakhri Karray
Fakhreddine Karray
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- affiliation: University of Waterloo, Canada
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2020 – today
- 2021
[i29]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey. CoRR abs/2101.00734 (2021)- 2020
- [j75]Alaa El Khatib
, Chaojie Ou, Fakhri Karray:
Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey. IEEE Trans. Intell. Transp. Syst. 21(11): 4483-4496 (2020) - [j74]Chaojie Ou, Fakhri Karray:
Enhancing Driver Distraction Recognition Using Generative Adversarial Networks. IEEE Trans. Intell. Veh. 5(3): 385-396 (2020) - [j73]Chaojie Ou, Fakhri Karray:
Deep Learning-Based Driving Maneuver Prediction System. IEEE Trans. Veh. Technol. 69(2): 1328-1340 (2020) - [c177]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Anomaly Detection and Prototype Selection Using Polyhedron Curvature. Canadian Conference on AI 2020: 238-250 - [c176]Mohammad Hossein Basiri, Benyamin Ghojogh, Nasser L. Azad, Sebastian Fischmeister, Fakhri Karray, Mark Crowley:
Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. CDC 2020: 2849-2856 - [c175]Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. ICIAR (2) 2020: 3-15 - [c174]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. ICIAR (2) 2020: 16-24 - [c173]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Theoretical Insights into the Use of Structural Similarity Index in Generative Models and Inferential Autoencoders. ICIAR (2) 2020: 112-117 - [c172]Qiang Zhao, Fakhri Karray:
Anomaly Detection for Images Using Auto-encoder Based Sparse Representation. ICIAR (2) 2020: 144-153 - [c171]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Generalized Subspace Learning by Roweis Discriminant Analysis. ICIAR (1) 2020: 328-342 - [c170]Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. IJCNN 2020: 1-7 - [c169]Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam:
Deep Learning Based Approach for Fresh Produce Market Price Prediction. IJCNN 2020: 1-7 - [c168]Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal:
Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. IJCNN 2020: 1-7 - [c167]Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh:
Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. ISVC (1) 2020: 333-345 - [c166]Muhammad Saad, Mohita Chaudhary, Fakhri Karray, Vincent Gaudet:
Machine Learning Based Approaches for Imputation in Time Series Data and their Impact on Forecasting. SMC 2020: 2621-2627 - [c165]Ifeanyi Emmanuel Okwuchi, Lobna Nassar, Fakhri Karray, Kumaraswamy Ponnambalam:
Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications. SMC 2020: 3077-3083 - [c164]Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent Gaudet:
Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. SMC 2020: 3084-3090 - [c163]Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar:
Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. SMC 2020: 3091-3095 - [c162]Yingxu Wang, Svetlana N. Yanushkevich, Ming Hou, Konstantinos N. Plataniotis, Mark Coates, Marina Gavrilova, Yaoping Hu, Fakhri Karray, Henry Leung, Arash Mohammadi, Sam Kwong, Edward W. Tunstel, Ljiljana Trajkovic, Imre J. Rudas, Janusz Kacprzyk:
A Tripartite Theory of Trustworthiness for Autonomous Systems. SMC 2020: 3375-3380 - [c161]Fatemeh Jafari, Kumaraswamy Ponnambalam, Seyed Jamshid Mousavi, Fakhri Karray:
Yield forecast of California strawberry: Time-series Models vs. ML Tools. SMC 2020: 3594-3598 - [c160]Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam:
Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. SMC 2020: 3599-3605 - [c159]F. Fathallahi, Kumaraswamy Ponnambalam, Y. Huang, Fakhri Karray:
Agent-Based Modeling to Simulate Real-World Prices: A Strawberry Market Study. SMC 2020: 3606-3611 - [c158]Mahmoud M. Nasr, Fakhri Karray, Yuri Quintana:
Human Machine Interaction Platform for Home Care Support System. SMC 2020: 4210-4215 - [e11]Aurélio Campilho, Fakhri Karray, Zhou Wang:
Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12131, Springer 2020, ISBN 978-3-030-50346-8 [contents] - [e10]Aurélio Campilho, Fakhri Karray, Zhou Wang:
Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12132, Springer 2020, ISBN 978-3-030-50515-8 [contents] - [i28]Mohammad Hossein Basiri, Benyamin Ghojogh, Nasser L. Azad, Sebastian Fischmeister, Fakhri Karray, Mark Crowley:
Distributed Nonlinear Model Predictive Control and Metric Learning for Heterogeneous Vehicle Platooning with Cut-in/Cut-out Maneuvers. CoRR abs/2004.00417 (2020) - [i27]Benyamin Ghojogh, Milad Sikaroudi, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Weighted Fisher Discriminant Analysis in the Input and Feature Spaces. CoRR abs/2004.01857 (2020) - [i26]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders. CoRR abs/2004.01864 (2020) - [i25]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Anomaly Detection and Prototype Selection Using Polyhedron Curvature. CoRR abs/2004.02137 (2020) - [i24]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces. CoRR abs/2004.04573 (2020) - [i23]Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. CoRR abs/2004.04674 (2020) - [i22]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Quantile-Quantile Embedding for Distribution Transformation, Manifold Embedding, and Image Embedding with Choice of Embedding Distribution. CoRR abs/2006.11385 (2020) - [i21]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition. CoRR abs/2006.15736 (2020) - [i20]Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh:
Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches. CoRR abs/2007.02200 (2020) - [i19]Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh:
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. CoRR abs/2007.05610 (2020) - [i18]Md. Milon Islam, Fakhri Karray, Reda Alhajj, Jia Zeng:
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19). CoRR abs/2008.04815 (2020) - [i17]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey. CoRR abs/2009.08136 (2020) - [i16]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey. CoRR abs/2009.10301 (2020) - [i15]Parisa Abdolrahim Poorheravi, Benyamin Ghojogh, Vincent Gaudet, Fakhri Karray, Mark Crowley:
Acceleration of Large Margin Metric Learning for Nearest Neighbor Classification Using Triplet Mining and Stratified Sampling. CoRR abs/2009.14244 (2020) - [i14]Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley:
Locally Linear Embedding and its Variants: Tutorial and Survey. CoRR abs/2011.10925 (2020)
2010 – 2019
- 2019
- [j72]Lobna Nassar, Fakhri Karray:
Overview of the crowdsourcing process. Knowl. Inf. Syst. 60(1): 1-24 (2019) - [c157]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:
On Autonomous Systems: From Reflexive, Imperative and Adaptive Intelligence to Autonomous and Cognitive Intelligence. ICCI*CC 2019: 7-12 - [c156]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Image Structure Subspace Learning Using Structural Similarity Index. ICIAR (1) 2019: 33-44 - [c155]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Principal Component Analysis Using Structural Similarity Index for Images. ICIAR (1) 2019: 77-88 - [c154]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Locally Linear Image Structural Embedding for Image Structure Manifold Learning. ICIAR (1) 2019: 126-138 - [c153]Ramzi Abdelmoula, Alaa M. Khamis, Fakhri Karray:
A Deep Learning-Based Noise-Resilient Keyword Spotting Engine for Embedded Platforms. ICIAR (2) 2019: 134-146 - [c152]Chaojie Ou, Qiang Zhao, Fakhri Karray, Alaa El Khatib:
Design of an End-to-End Dual Mode Driver Distraction Detection System. ICIAR (2) 2019: 199-207 - [c151]Hassene Ben Amara, Fakhri Karray:
An End-to-End Deep Learning Based Gesture Recognizer for Vehicle Self Parking System. ICIAR (2) 2019: 404-416 - [c150]Alaa El Khatib, Fakhri Karray:
Strategies for Improving Single-Head Continual Learning Performance. ICIAR (1) 2019: 452-460 - [c149]Alaa El Khatib, Fakhri Karray:
Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization. IJCNN 2019: 1-7 - [e9]Fakhri Karray, Aurélio Campilho, Alfred C. H. Yu:
Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11662, Springer 2019, ISBN 978-3-030-27201-2 [contents] - [e8]Fakhri Karray, Aurélio Campilho, Alfred C. H. Yu:
Image Analysis and Recognition - 16th International Conference, ICIAR 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11663, Springer 2019, ISBN 978-3-030-27271-5 [contents] - [i13]Benyamin Ghojogh, Aydin Ghojogh, Mark Crowley, Fakhri Karray:
Fitting A Mixture Distribution to Data: Tutorial. CoRR abs/1901.06708 (2019) - [i12]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Eigenvalue and Generalized Eigenvalue Problems: Tutorial. CoRR abs/1903.11240 (2019) - [i11]Benyamin Ghojogh, Maria N. Samad, Sayema Asif Mashhadi, Tania Kapoor, Wahab Ali, Fakhri Karray, Mark Crowley:
Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review. CoRR abs/1905.02845 (2019) - [i10]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Fisher and Kernel Fisher Discriminant Analysis: Tutorial. CoRR abs/1906.09436 (2019) - [i9]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Principal Component Analysis Using Structural Similarity Index for Images. CoRR abs/1908.09287 (2019) - [i8]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Locally Linear Image Structural Embedding for Image Structure Manifold Learning. CoRR abs/1908.09288 (2019) - [i7]Benyamin Ghojogh, Ali Saheb Pasand, Fakhri Karray, Mark Crowley:
Quantized Fisher Discriminant Analysis. CoRR abs/1909.03037 (2019) - [i6]Benyamin Ghojogh, Fakhri Karray, Mark Crowley:
Roweis Discriminant Analysis: A Generalized Subspace Learning Method. CoRR abs/1910.05437 (2019) - 2018
- [j71]Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray:
Tools and approaches for topic detection from Twitter streams: survey. Knowl. Inf. Syst. 54(3): 511-539 (2018) - [j70]Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray:
New EMS to Incorporate Smart Parking Lots Into Demand Response. IEEE Trans. Smart Grid 9(2): 1376-1386 (2018) - [c148]Chaouki Aouiti, El Abed Assali, Fakhreddine Karray:
Finite Time Synchronization For Delayed Fuzzy Inertial Cellular Neural Networks. FUZZ-IEEE 2018: 1-8 - [c147]Chaouki Aouiti, Farah Dridi, Fakhri Karray:
New Results on Neutral Type Fuzzy Based Cellular Neural Networks. FUZZ-IEEE 2018: 1-8 - [c146]Chaojie Ou, Chahid Ouali, Safaa M. Bedawi, Fakhri Karray:
Driver Behavior Monitoring Using Tools of Deep Learning and Fuzzy Inferencing. FUZZ-IEEE 2018: 1-7 - [c145]Chaojie Ou, Chahid Ouali, Fakhri Karray:
Transfer Learning Based Strategy for Improving Driver Distraction Recognition. ICIAR 2018: 443-452 - [c144]Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray:
Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. IJCNN 2018: 1-8 - [c143]Arief Koesdwiady, Alaa El Khatib, Fakhri Karray:
Methods to Improve Multi-Step Time Series Prediction. IJCNN 2018: 1-8 - [c142]Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray:
Non-Stationary Traffic Flow Prediction Using Deep Learning. VTC-Fall 2018: 1-5 - [c141]Chaojie Ou, Safaa Mahmoud Bedawi, Arief B. Koesdwiady, Fakhri Karray:
Predicting Steering Actions for Self-Driving Cars Through Deep Learning. VTC-Fall 2018: 1-5 - [e7]Aurélio Campilho, Fakhri Karray, Bart M. ter Haar Romeny:
Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings. Lecture Notes in Computer Science 10882, Springer 2018, ISBN 978-3-319-92999-6 [contents] - [r3]Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel:
Automatic Document Topic Identification Using Social Knowledge Network. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [r2]Rania Ibrahim, Ahmed Elbagoury, Khaled Ammar, Mohamed S. Kamel, Fakhri Karray:
Real-Time Detection of Topics in Twitter Streams. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i5]Arief Koesdwiady, Fakhri Karray:
SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. CoRR abs/1803.01364 (2018) - [i4]Arief Koesdwiady, Fakhri Karray:
Improving Multi-Step Traffic Flow Prediction. CoRR abs/1803.01365 (2018) - 2017
- [j69]Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray:
Managing Demand for Plug-in Electric Vehicles in Unbalanced LV Systems With Photovoltaics. IEEE Trans. Ind. Informatics 13(3): 1057-1067 (2017) - [j68]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:
Editorial: A Successful Year and Looking Forward to 2017 and Beyond. IEEE Trans. Neural Networks Learn. Syst. 28(1): 2-7 (2017) - [j67]Arief Koesdwiady, Ridha Soua, Fakhreddine Karray, Mohamed S. Kamel:
Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges. IEEE Trans. Veh. Technol. 66(6): 4550-4563 (2017) - [c140]Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray:
End-to-End Deep Learning for Driver Distraction Recognition. ICIAR 2017: 11-18 - [c139]Mahmoud A. Abdulgalil, Mahmoud M. Nasr, Mohamed H. Elalfy, Alaa M. Khamis, Fakhri Karray:
Multi-robot SLAM: An Overview and Quantitative Evaluation of MRGS ROS Framework for MR-SLAM. RiTA 2017: 165-183 - [c138]Chahid Ouali, Mahmoud M. Nasr, Mahmoud A. M. AbdelGalil, Fakhri Karray:
Voice Controlled Multi-robot System for Collaborative Task Achievement. RiTA 2017: 345-360 - [e6]Fakhri Karray, Aurélio Campilho, Farida Cheriet:
Image Analysis and Recognition - 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5-7, 2017, Proceedings. Lecture Notes in Computer Science 10317, Springer 2017, ISBN 978-3-319-59875-8 [contents] - [e5]Jong-Hwan Kim, Fakhri Karray, Jun Jo, Peter Sincak, Hyun Myung:
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. Advances in Intelligent Systems and Computing 447, Springer 2017, ISBN 978-3-319-31291-0 [contents] - 2016
- [j66]Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel:
Situation awareness within the context of connected cars: A comprehensive review and recent trends. Inf. Fusion 29: 68-83 (2016) - [j65]Farook Sattar, Fakhri Karray, Mohamed Kamel, Lobna Nassar, Keyvan Golestan:
Recent Advances on Context-Awareness and Data/Information Fusion in ITS. Int. J. Intell. Transp. Syst. Res. 14(1): 1-19 (2016) - [j64]Lobna Nassar, Mohamed S. Kamel, Fakhri Karray:
VANET IR-CAS for Safety ACN: Information Retrieval Context Aware System for VANET Automatic Crash Notification Safety Application. Int. J. Intell. Transp. Syst. Res. 14(3): 127-138 (2016) - [j63]Céline Craye, Abdullah M. Rashwan, Mohamed S. Kamel, Fakhri Karray:
A Multi-Modal Driver Fatigue and Distraction Assessment System. Int. J. Intell. Transp. Syst. Res. 14(3): 173-194 (2016) - [j62]Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray:
Online Intelligent Demand Management of Plug-In Electric Vehicles in Future Smart Parking Lots. IEEE Syst. J. 10(2): 483-494 (2016) - [j61]Keyvan Golestan, Bahador Khaleghi, Fakhri Karray, Mohamed S. Kamel:
Attention Assist: A High-Level Information Fusion Framework for Situation and Threat Assessment in Vehicular Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. 17(5): 1271-1285 (2016) - [j60]Arief Koesdwiady, Ridha Soua, Fakhreddine Karray:
Improving Traffic Flow Prediction With Weather Information in Connected Cars: A Deep Learning Approach. IEEE Trans. Veh. Technol. 65(12): 9508-9517 (2016) - [c137]Elham Akhavan-Rezai, Mostafa F. Shaaban, Ehab F. El-Saadany, Fakhri Karray:
Impact of plug-in electric vehicles in unbalanced LV systems with photo-voltaic. CCECE 2016: 1-4 - [c136]Lobna Nassar, Rania Ibrahim, Fakhri Karray:
Enhancing Topic Detection in Twitter Using the Crowdsourcing Process. CTS 2016: 196-203 - [c135]Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel:
Game theoretic Fuzzy Multi-Entity Bayesian Networks for collision avoidance in VANETs. FUZZ-IEEE 2016: 508-515 - [c134]Lobna Nassar, Fakhri Karray:
Fuzzy Logic in VANET context aware Congested Road and Automatic Crash Notification. FUZZ-IEEE 2016: 1031-1037 - [c133]Junhong Wang, Yun-Qian Miao, Alaa M. Khamis, Fakhri Karray, Jiye Liang:
Adaptation Approaches in Unsupervised Learning: A Survey of the State-of-the-Art and Future Directions. ICIAR 2016: 3-11 - [c132]Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray:
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. ICIAR 2016: 12-19 - [c131]Ahmed Elbagoury, Rania Ibrahim, Mohamed S. Kamel, Fakhri Karray:
EBEK: Exemplar-Based Kernel Preserving Embedding. IJCAI 2016: 1441-1447 - [c130]Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray:
LVC: Local Variance-based Clustering. IJCNN 2016: 2992-2999 - [c129]Ridha Soua, Arief Koesdwiady, Fakhri Karray:
Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory. IJCNN 2016: 3195-3202 - [e4]Aurélio Campilho, Fakhri Karray:
Image Analysis and Recognition - 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings. Lecture Notes in Computer Science 9730, Springer 2016, ISBN 978-3-319-41500-0 [contents] - [i3]Mehrdad J. Gangeh, Safaa M. A. Bedawi, Ali Ghodsi, Fakhri Karray:
Semi-supervised Dictionary Learning Based on Hilbert-Schmidt Independence Criterion. CoRR abs/1604.07319 (2016) - 2015
- [j59]Keyvan Golestan, Farook Sattar, Fakhri Karray, Mohamed S. Kamel, Sepideh Seifzadeh:
Localization in vehicular ad hoc networks using data fusion and V2V communication. Comput. Commun. 71: 61-72 (2015) - [j58]Lobna Nassar, Fakhri Karray, Mohamed S. Kamel:
VANET IR-CAS for Commercial SA: Information Retrieval Context Aware System for VANET Commercial Service Announcement. Int. J. Intell. Transp. Syst. Res. 13(1): 37-49 (2015) - [j57]Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray:
Distributed Soft-Data-Constrained Multi-Model Particle Filter. IEEE Trans. Cybern. 45(3): 384-394 (2015) - [c128]Pouria Fewzee, Fakhri Karray:
Spectral emotion profile. CCECE 2015: 1213-1217 - [c127]Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel:
An integrated approach for Fuzzy Multi-entity Bayesian Networks and semantic analysis for soft and hard data fusion. FUZZ-IEEE 2015: 1-8 - [c126]Ahmed Elbagoury, Rania Ibrahim, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray:
Exemplar-Based Topic Detection in Twitter Streams. ICWSM 2015: 610-613 - [c125]Arief Koesdwiady, Ramzi Abdelmoula, Fakhri Karray, Mohamed S. Kamel:
Driver Inattention Detection System: A PSO-Based Multiview Classification Approach. ITSC 2015: 1624-1629 - [c124]Lobna Nassar, Parmit K. Chilana, Mohamed S. Kamel, Fakhri Karray:
HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems. DIVANet@MSWiM 2015: 51-58 - [c123]Arief B. Koesdwiady, Sami El-Ferik, Fakhri Karray:
Adaptive Control for Directional Drilling Systems with Delay and Parameter Uncertainty. RiTA 2015: 123-140 - [c122]Mohamed Slim Masmoudi, Najla Krichen Masmoudi, Arief B. Koesdwiady, Fakhri Karray, Mohamed Masmoudi:
Design and FPGA Implementation of a Fuzzy-PI Controller for Omnidirectional Robot System. RiTA 2015: 141-152 - [c121]Sepideh Seifzadeh, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray:
Short-Text Clustering using Statistical Semantics. WWW (Companion Volume) 2015: 805-810 - [i2]Céline Craye, Fakhri Karray:
Driver distraction detection and recognition using RGB-D sensor. CoRR abs/1502.00250 (2015) - 2014
- [j56]Bahador Khaleghi, Fakhreddine Karray:
Random set theoretic soft/hard data fusion framework. IEEE Trans. Aerosp. Electron. Syst. 50(4): 3068-3081 (2014) - [j55]Mehrdad J. Gangeh, Pouria Fewzee, Ali Ghodsi, Mohamed S. Kamel, Fakhri Karray:
Multiview Supervised Dictionary Learning in Speech Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22(6): 1056-1068 (2014) - [j54]Jin-Myung Won, Fakhri Karray:
Toward Necessity of Parametric Conditions for Monotonic Fuzzy Systems. IEEE Trans. Fuzzy Syst. 22(2): 465-468 (2014) - [c120]Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel:
Fuzzy multi entity Bayesian networks: A model for imprecise knowledge representation and reasoning in high-level information fusion. FUZZ-IEEE 2014: 1678-1685 - [c119]Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray:
A fuzzy-logic-based approach for soft data constrained multiple-model PHD filter. FUZZ-IEEE 2014: 2254-2261 - [c118]Amira Ragab, Céline Craye, Mohamed S. Kamel, Fakhri Karray:
A Visual-Based Driver Distraction Recognition and Detection Using Random Forest. ICIAR (1) 2014: 256-265 - [c117]Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic, Fakhri Karray:
Max-dependence regression. IJCNN 2014: 1652-1659 - [c116]