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Publications

Book Chapters and Articles

  1. Hamada Rizk, Marwan Torki, Moustafa Youssef: CellinDeep: Robust and Accurate Cellular-based Indoor Localization via Deep Learning. IEEE Sensors Journal 12/2018; PP(99):1-1., DOI:10.1109/JSEN.2018.2885958
  2. Maha Heikal, Marwan Torki, Nagwa El-Makky: Sentiment Analysis of Arabic Tweets using Deep Learning. Procedia Computer Science 01/2018; 142:114-122., DOI:10.1016/j.procs.2018.10.466
  3. Chan-Su Lee, AhmedElgammal and MarwanTorki "Learning Representations From Multiple Manifolds" Pattern Recognition Journal, Feb. 2016 [pdf][doi]
  4. Ahmed Elgammal and Marwan Torki “Learning Image Manifolds from Local Features” Manifold Learning Theory and Applications, Edited by Yun Fu, CRC Press 2011, Pages 233–252 Print ISBN: 978-1-4398-7109-6 [pdf]

Conference Papers

  1. Omar S Mossad and Mustafa ElNainay and Marwan Torki: Deep Convolutional Neural Network with {Multi-Task} Learning Scheme for Modulations Recognition, IWCMC 2019 Advances in 5G and Beyond Symposium (IWCMC 2019 5G Symposium, 6/2019. 
  2. Moustafa Abbas, Moustafa Elhamshary, Hamada Rizk, Marwan Torki, Moustafa Youssef: WiDeep: WiFi-based Accurate and Robust Indoor Localization System using Deep Learning. Percom 2019, Japan; 03/2019
  3. Reham Abobeah, Marwan Torki, Amin Shoukry, Jiro Katto: Bi-Directional Attention Flow for Video Alignment. 14th International Conference on Computer Vision Theory and Applications; 03/2019.
  4. Mai Ibrahim, Marwan Torki, Nagwa El-Makky: Imbalanced Toxic Comments Classification using Data Augmentation and Deep Learning. ICMLA; 12/2018
  5. El Moatasem Madani, Marwan Torki : Interactive Image Segmentation Using Multimodal Regularized Kernel Embedding. ICMLA 2018, USA; 12/2018
  6. Abdallah Elsaadawy, Marwan Torki, Nagwa El-Makky: A Text Classifier Using Weighted Average Word Embedding. International Japan-Africa Conference on Electronics, Communications, and Computations (JAC-ECC) 2018, Alexandria, Egypt; 12/2018
  7. Ahmed Shokry, Marwan Torki, Moustafa Youssef: DeepLoc: A Ubiquitous Accurate and Low-Overhead Outdoor Cellular Localization System. SIGSPATIAL 2018, USA; 11/2018, DOI:10.1145/3274895.3274909
  8. Mahmoud AbdelLatif, Shady AbdelAziz, Ahmed Elmasry, Mohamed Heeba, Mohamed Samir, Marwan Torki : A Supervised Learning Approach Using The Combination of Semantic and Lexical Features for Arabic Community Question Answering. 15th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2018, Jordan; 11/2018
  9. Marwan Torki: A Document Descriptor using Covariance of Word Vectors. ACL, Australia; 07/2018
  10. Mai Ibrahim, Marwan Torki, and Mustafa ElNainay, "CNN based indoor localization using RSS time-series", IEEE ISCC 2018 [code and data]
  11. Marwan Torki , "A Document Descriptor using Covariance of Word Vectors", ACL 2018 [pdf]
  12. Sherin Aly, Lynn Abbott, and Marwan Torki, "A Multi-modal Feature Fusion Framework for Kinect-based Facial Expression Recognition using Dual Kernel Discriminant Analysis (DKDA)" IEEE WACV 2016 [pdf]
  13. Moustafa Meshry, Mohamed E. Hussein and Marwan Torki "Linear-time Online Action Detection From 3D Skeletal Data Using Bags of Gesturelets" IEEE WACV 2016 [pdf][code]
  14. Moustafa Meshry, Ahmed Taha and Marwan Torki "Multi-Modality Feature Transform: An Interactive Image Segmentation Approach" BMVC 2015, Swansea city, UK [pdf][code]
  15. Ahmed Taha and Marwan Torki "Seeded Laplacian: An Interactive Image Segmentation Approach usning EigenFunctions" ICIP 2015, Quebec city, Canada [pdf][code]
  16. Amr Sharaf, Marwan Torki, Mohamed Hussein and Motaz Elsaban "Real-time Multi-scale Action Detection From 3D Features" WACV 2015 [pdf] [presentation]
  17. Tarek El-Gaaly, Marwan Torki and Ahmed Elgammal "Spatial-Visual Label Propagation for Local Feature Classification" ICPR 2014 (oral) [pdf][presentation]
  18. Mohamed E. Hussein, Marwan Torki, Mohammad A. Gowayyed and Motaz El-Saban "Human Action Recognition Using a Temporal Hierarchy of CovarianceDescriptors on 3D Joint Locations"IJCAI 2013 [pdf][poster][Onset and Offset anntoations for MSRC12 gesture data]
  19. Mohammad A. Gowayyed, Marwan Torki, Mohamed E. Hussein and Motaz El-Saban"Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition"IJCAI 2013 (oral)[pdf][poster][presentation]
  20. Tarek El-Gaaly, Marwan Torki, Ahmed Elgammal and Maneesh Singh "RGBD Object Pose Recognition using Local-Global Multi-Kernel Regression"ICPR 2012 [pdf]
  21. Marwan Torki and Ahmed Elgammal “Regression from Local Features for Viewpoint and Pose Estimation” ICCV 2011[pdf]
  22. Marwan Torki and Ahmed Elgammal, “One-Shot Multi-Set Non-rigid Feature-Spatial Matching” CVPR 2010[pdf]
  23. Marwan Torki and Ahmed Elgammal, “Putting Local Features on A Manifold”, CVPR 2010[pdf][code]
  24. Marwan Torki , Ahmed Elgammal and Chan-Su Lee “Learning A Joint Manifold Representation From Multiple Data Sets”, ICPR 2010.[pdf]

 

Workshop Papers

  1. Marwan Torki, Maram Hasanain, Tamer Elsayed “QU-BIGIR at SemEval 2017 Task 3: Using Similarity Features for Arabic Community Question Answering Forums”. In Proceedings of the 10th International Workshop on Semantic Evaluation,  Sem-Eval ’17.

  2. Rana Malhas, Marwan Torki, and Tamer Elsayed.  2016. QU-IR at SemEval-2016 Task 3:  Learning to rank on Arabic community question  answering forums with word embedding. In Proceedings of the 10th International Workshop on Semantic Evaluation,  Sem-Eval ’16, San Diego, CA. 

  3. Reham Mohamed, Maha Ragab, Heba Abdelnasser, Nagwa M El-Makky, Marwan Torki: Al-Bayan: A knowledge-based system for Arabic answer selection. . In Proceedings of the 9th International Workshop on Semantic Evaluation,  Sem-Eval ’15. [pdf]

  4. Heba Abdelnasser, Reham Mohamed, Maha Ragab, Alaa Mohamed, Bassant Farouk, Nagwa El-Makky, Marwan Torki: Al-Bayan: An Arabic Question Answering System for the Holy Quran. ANLP; 01/2014 [pdf]

  5. Tarek El-Gaaly, Marwan Torki, Ahmed Elgammal, Maneesh Singh: RGBD Pose Recognition using Local-Global Multi-kernel Regression. 2nd GNY Area Multimedia and Vision Meeting; 06/2012 [pdf]

  6. Tarek El-Gaaly, Marwan Torki, Ahmed Elgammal, Maneesh Singh: Multi-Modal RGBD Sensors for Object Grasping and Manipulation. IEEE/RSJ International Conference on Intelligent Robots and Systems, Workshop on; 10/2012  [pdf]

Theses

Marwan Torki, “Learning the Manifolds of Local Features and Their Spatial Arrangments”, Ph.D Thesis, Rutgers University, NJ, USA summer 2011.[pdf][presentation]
Marwan Torki, “Towards Efficient View Maintenance In Data Warehouses”, M.Sc. thesis, Faculty of Engineering, University of Alexandria. August 2006.