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2020 – today
- 2023
[j11]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)- [c26]Xian Yeow Lee
, Lasitha Vidyaratne, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta:
XDNet: A Few-Shot Meta-Learning Approach for Cross-Domain Visual Inspection. CVPR Workshops 2023: 4375-4384 - [i5]Nishant Yadav, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly:
CDA: Contrastive-adversarial Domain Adaptation. CoRR abs/2301.03826 (2023) - 2022
- [j10]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
- [c25]Maria Teresa Gonzalez Diaz, Dipanjan Ghosh, Adriano S. Arantes, Hamed Khorosgani, Mahbubul Alam, Gregory Sin, Chetan Gupta:
Guided Visual Inspection enabled by AI-based Detection Models. ICPHM 2021: 1-8 - [c24]Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin:
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. NeurIPS (Competition and Demos) 2021: 50-72 - [i4]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
- [j9]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) - [c23]Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin:
End-to-end Multimodel Deep Learning for Malware Classification. IJCNN 2020: 1-7 - [c22]Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav V. Marathe:
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models. NeurIPS 2020 - [i3]Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav V. Marathe:
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models. CoRR abs/2011.06796 (2020)
2010 – 2019
- 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
- [b1]Mahbubul Alam:
Deep Recurrent Learning for Efficient Image Recognition Using Small Data. Old Dominion University, Norfolk, Virginia, USA, 2018 - [j8]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Novel deep generative simultaneous recurrent model for efficient representation learning. Neural Networks 107: 12-22 (2018) - [j7]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) - [c21]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network. IJCNN 2018: 1-6 - [c20]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 - [c19]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 - [c18]Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin:
Glioblastoma Survival Prediction. BrainLes@MICCAI (2) 2018: 508-515 - [i1]Spyridon Bakas, Mauricio Reyes, András Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipková, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Ujjwal Baid, Dongjin Kwon, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Alex Varghese, Tran Anh Tuan, Tal Arbel, Aaron Avery, Pranjal B., Subhashis Banerjee, Thomas Batchelder, Kayhan N. Batmanghelich, Enzo Battistella, Martin Bendszus, Eze Benson, José Bernal, George Biros, Mariano Cabezas, Siddhartha Chandra, Yi-Ju Chang, et al.:
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge. CoRR abs/1811.02629 (2018) - 2017
- [c17]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 - [c16]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 - [c15]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 - [c14]Zeina A. Shboul, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin:
Glioblastoma and Survival Prediction. BrainLes@MICCAI 2017: 358-368 - [c13]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
- [c12]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Efficient feature extraction with simultaneous recurrent network for metric learning. IJCNN 2016: 1195-1201 - [c11]Lasitha Vidyaratne, Alexander Glandon, Mahbubul Alam, Khan M. Iftekharuddin:
Deep recurrent neural network for seizure detection. IJCNN 2016: 1202-1207 - 2015
- [c10]Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin:
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection. IJCNN 2015: 1-7 - 2014
- [c9]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 - 2013
- [c8]Mahbubul Alam, Rasmus H. Nielsen, Neeli R. Prasad:
The evolution of M2M into IoT. BlackSeaCom 2013: 112-115 - 2011
- [j6]Tonmoy Saha, Md. Abu Shufean, Mahbubul Alam, Md. Imdadul Islam:
Performance Evaluation of the WiMAX Network Based on Combining the 2D Markov Chain and MMPP Traffic Model. J. Inf. Process. Syst. 7(4): 653-678 (2011) - 2010
- [j5]Md. Imdadul Islam, Nasima Begum, Mahbubul Alam, M. Ruhul Amin:
Fingerprint Detection Using Canny Filter and DWT, a New Approach. J. Inf. Process. Syst. 6(4): 511-520 (2010)
2000 – 2009
- 2009
- [c7]Saimoon Ara Amin, Mahbubul Alam, S. P. Majumder:
Performance Analysis of Multi-carrier DS-CDMA Wireless Communication System. EMS 2009: 529-534 - [c6]M. Abdus Sobhan, Mahbubul Alam:
OPM: an initiative of ICT project and overall technical, managerial and policy making experience. ICEGOV 2009: 385-389 - 2008
- [j4]Mahbubul Alam, Neeli Rashmi Prasad:
Convergence Transforms Digital Home: Techno-Economic Impact. Wirel. Pers. Commun. 44(1): 75-93 (2008) - [c5]Mahbubul Alam, Kawsar Ahmed, Md. Ashraful Islam:
e-governance: challenges and opportunities. ICEGOV 2008: 264-267 - [c4]Mahbubul Alam, Kawsar Ahmed:
e-governance initiatives in Bangladesh. ICEGOV 2008: 291-295 - [c3]Muhammad Abul Kalam Azad, Md. Ashik Ali Khan, Mahbubul Alam:
Government enterprise architectures: present status of Bangladesh and scope of development. ICEGOV 2008: 459-460 - 2007
- [c2]Mahbubul Alam:
E-governance: scope and implementation challenges in Bangladesh. ICEGOV 2007: 246-249 - 2006
- [j3]Neeli R. Prasad, Mahbubul Alam:
Security Framework for Wireless Sensor Networks. Wirel. Pers. Commun. 37(3-4): 455-469 (2006) - 2004
- [j2]Neeli R. Prasad, Mahbubul Alam, Marina Ruggieri:
Light-Weight AAA Infrastructure for Mobility Support Across Heterogeneous Networks. Wirel. Pers. Commun. 29(3-4): 205-219 (2004) - 2002
- [c1]Mahbubul Alam, Sriranjani Sitaraman, Subbarayan Venkatesan:
An adaptive channel allocation algorithm in multi-carrier cellular CDMA networks. VTC Spring 2002: 821-825 - 2001
- [j1]Mahbubul Alam, Ramjee Prasad, John R. Farserotu:
Quality of service among IP-based heterogeneous networks. IEEE Wirel. Commun. 8(6): 18-24 (2001)
Coauthor Index
aka: Khan Iftekharuddin
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