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ORCIDMohammed Bennamoun
- > Home > Persons > Mohammed Bennamoun
Publications
- 2024
[j188]Saeedreza Shehnepoor
, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6628-6642 (2024)- 2023
- [j183]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. 53(2): 1350-1369 (2023) - [j174]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. 55(2): 1045-1069 (2023) - [j167]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd:
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. 142: 109655 (2023) - [j162]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4153-4166 (2023) - 2022
- [j146]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. 17: 280-291 (2022) - [i87]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR abs/2201.02621 (2022) - 2021
- [j133]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. 580: 578-597 (2021) - [j125]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. 16: 3456-3468 (2021) - [i70]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR abs/2105.11602 (2021) - [i69]Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR abs/2106.01370 (2021) - [i59]Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun:
A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR abs/2110.04453 (2021) - [i58]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR abs/2111.05645 (2021) - 2020
- [i50]Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR abs/2005.14502 (2020) - [i48]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR abs/2006.05718 (2020) - [i47]Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR abs/2006.06561 (2020) - [i45]Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Multi-Kernel Fusion for RBF Neural Networks. CoRR abs/2007.02592 (2020) - 2019
- [b3]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Neural Representations of Natural Language. Studies in Computational Intelligence 783, Springer 2019, ISBN 978-981-13-0061-5, pp. 1-119 - [j108]Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-least Mean Square. Circuits Syst. Signal Process. 38(10): 4817-4839 (2019) - [c154]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA 2019: 1-7 - [c151]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) 2019: 222-234 - [c150]Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri:
Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) 2019: 299-312 - [p3]Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun:
Deep Learning for Scene Understanding. Handbook of Deep Learning Applications 2019: 21-51 - [i32]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. CoRR abs/1905.03546 (2019) - [i29]Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel:
Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR abs/1906.06064 (2019) - 2018
- [j98]Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun:
A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. 37(12): 5311-5332 (2018) - [j94]Muhammad Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. 16(5): 1850040:1-1850040:24 (2018) - [j90]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. 15(1): 244-250 (2018) - [j87]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3573-3587 (2018) - [c145]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
NovelPerspective: Identifying Point of View Characters. ACL (4) 2018: 7-12 - [c143]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Finding Word Sense Embeddings of Known Meaning. CICLing (2) 2018: 3-16 - [c136]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel:
Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS 2018: 1-6 - [i21]Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Enhanced q-Least Mean Square. CoRR abs/1801.00410 (2018) - [i20]Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Image Set Classification for Low Resolution Surveillance. CoRR abs/1803.09470 (2018) - [i19]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR abs/1808.01091 (2018) - [i18]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR abs/1809.09620 (2018) - 2017
- [j86]Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun:
Iris recognition using class-specific dictionaries. Comput. Electr. Eng. 62: 178-193 (2017) - [j85]Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. 36(4): 1639-1653 (2017) - [j80]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. 94: 75-80 (2017) - [j79]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. 90: 26-38 (2017) - [j76]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. 19(2): 317-326 (2017) - [c134]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops 2017: 601-610 - [c129]Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC 2017: 466-470 - [c128]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN 2017: 290-295 - [c127]Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Learning deep structured network for weakly supervised change detection. IJCAI 2017: 2008-2015 - [i17]Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR abs/1701.02485 (2017) - [i13]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Learning Distributions of Meant Color. CoRR abs/1709.09360 (2017) - [i12]Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR abs/1711.04973 (2017) - 2016
- [j71]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem:
Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. 117(1): 1-20 (2016) - [j66]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 38(3): 431-446 (2016) - [j62]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. 25(7): 3372-3383 (2016) - [c126]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) 2016: 91-102 - [c124]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops 2016: 770-777 - [c122]Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel:
Audio-visual biometric recognition via joint sparse representations. ICPR 2016: 3031-3035 - [i10]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri:
Weakly Supervised Change Detection in a Pair of Images. CoRR abs/1606.02009 (2016) - 2015
- [j54]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. 52: 65-71 (2015) - [c119]Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun:
How Well Sentence Embeddings Capture Meaning. ADCS 2015: 9:1-9:8 - [c118]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A deep neural network for audio-visual person recognition. BTAS 2015: 1-6 - [c117]Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Separating objects and clutter in indoor scenes. CVPR 2015: 4603-4611 - [c115]Chao Sui, Roberto Togneri, Mohammed Bennamoun:
Extracting deep bottleneck features for visual speech recognition. ICASSP 2015: 1518-1522 - [c114]Chao Sui, Mohammed Bennamoun, Roberto Togneri:
Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV 2015: 154-162 - [c106]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT 2015: 631-641 - [i7]Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR abs/1506.05196 (2015) - [i5]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR abs/1508.03422 (2015) - 2014
- [c101]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Automatic Feature Learning for Robust Shadow Detection. CVPR 2014: 1939-1946 - [c98]Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri:
Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) 2014: 679-694 - [c95]Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel:
Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM 2014: 608-615 - 2013
- [c84]Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque:
A lip extraction algorithm using region-based ACM with automatic contour initialization. WACV 2013: 275-280 - 2012
- [j37]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust regression for face recognition. Pattern Recognit. 45(1): 104-118 (2012) - [c83]Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun:
Discrimination comparison between audio and visual features. ACSCC 2012: 1609-1612 - 2010
- [j24]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Linear Regression for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(11): 2106-2112 (2010) - [c69]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Robust Regression for Face Recognition. ICPR 2010: 1156-1159 - [c68]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Speaker Identification. ICPR 2010: 4460-4463 - 2009
- [c64]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Video-Based Face Recognition. ICB 2009: 219-228 - [c61]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Face identification using linear regression. ICIP 2009: 4161-4164 - 2008
- [c55]Imran Naseem, Roberto Togneri, Mohammed Bennamoun:
Sparse Representation for Ear Biometrics. ISVC (2) 2008: 336-345
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