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Khan M. Iftekharuddin
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Publications
- 2023
- [j36]Chester V. Dolph, Corey Ippolito, Louis J. Glaab, Michael J. Logan, Loc D. Tran, B. Danette Allen, Mahbubul Alam, Jiang Li, Khan Iftekharuddin:
Adversarial Learning Improves Vision-Based Perception from Drones with Imbalanced Datasets. J. Aerosp. Inf. Syst. 20(8): 489-507 (2023) - 2022
- [j33]Lasitha Vidyaratne, Mahbubul Alam, Alexander Glandon, Anna Shabalina, Chris Tennant, Khan M. Iftekharuddin:
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data With Spatial Information. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6215-6225 (2022) - 2021
- [i6]Lasitha Vidyaratne, Mahbubul Alam, Alexander Glandon, Anna Shabalina Solopova, Christopher Tennant, Khan Iftekharuddin:
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information. CoRR abs/2101.05608 (2021) - 2020
- [j29]Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin:
Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing 417: 302-321 (2020) - [c51]Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin:
End-to-end Multimodel Deep Learning for Malware Classification. IJCNN 2020: 1-7 - 2019
- [i2]Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin:
Survey on Deep Neural Networks in Speech and Vision Systems. CoRR abs/1908.07656 (2019) - 2018
- [j26]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Novel deep generative simultaneous recurrent model for efficient representation learning. Neural Networks 107: 12-22 (2018) - [j25]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Sparse Simultaneous Recurrent Deep Learning for Robust Facial Expression Recognition. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4905-4916 (2018) - [c42]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network. IJCNN 2018: 1-6 - [c41]Alexander Glandon, Sharif Ullah, Lasitha Vidyaratne, Mahbubul Alam, C. Xin, Khan M. Iftekharuddin:
Prediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks. IJCNN 2018: 1-7 - [c40]Lasitha Vidyaratne, Mahbubul Alam, Zeina A. Shboul, Khan M. Iftekharuddin:
Deep learning and texture-based semantic label fusion for brain tumor segmentation. Medical Imaging: Computer-Aided Diagnosis 2018: 105750D - [c39]Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin:
Glioblastoma Survival Prediction. BrainLes@MICCAI (2) 2018: 508-515 - 2017
- [c38]Chester V. Dolph, Mahbubul Alam, Zeina A. Shboul, Manar D. Samad, Khan M. Iftekharuddin:
Deep learning of texture and structural features for multiclass Alzheimer's disease classification. IJCNN 2017: 2259-2266 - [c37]Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin:
Object recognition using cellular simultaneous recurrent networks and convolutional neural network. IJCNN 2017: 2873-2880 - [c36]Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin:
Constrained versus unconstrained learning in generalized recurrent network for image processing. IJCNN 2017: 3310-3317 - [c34]Zeina A. Shboul, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin:
Glioblastoma and Survival Prediction. BrainLes@MICCAI 2017: 358-368 - [c33]D. Bussey, Alexander Glandon, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin:
Convolutional neural network transfer learning for robust face recognition in NAO humanoid robot. SSCI 2017: 1-7 - 2016
- [c32]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient feature extraction with simultaneous recurrent network for metric learning. IJCNN 2016: 1195-1201 - [c31]Lasitha Vidyaratne, Alexander Glandon, Mahbubul Alam, Khan M. Iftekharuddin:
Deep recurrent neural network for seizure detection. IJCNN 2016: 1202-1207 - 2015
- [c27]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection. IJCNN 2015: 1-7 - 2014
- [c25]Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin:
Improved training of cellular SRN using Unscented Kaiman Filtering for ADP. IJCNN 2014: 993-1000
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