Mahbubul Alam

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 26

Top Topics

Learning Algorithm

Imbalanced Datasets

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

BrainLes@MICCAI (2)

Publications

Nishant Yadav, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly
CDA: Contrastive-adversarial Domain Adaptation. CoRR (2023)
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) (2023)
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)
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) (2022)
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)
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 (2021)
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)
Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav Marathe
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models. NeurIPS (2020)
Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav Marathe
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models. CoRR (2020)
Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin
End-to-end Multimodel Deep Learning for Malware Classification. IJCNN (2020)
Mahbubul Alam, Manar D. Samad, L. Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin
Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing 417 (2020)
Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin
Survey on Deep Neural Networks in Speech and Vision Systems. CoRR (2019)
Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin
Glioblastoma Survival Prediction. BrainLes@MICCAI (2) (2018)
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) (2018)
Mahbubul Alam, L. Vidyaratne, Khan M. Iftekharuddin
Novel deep generative simultaneous recurrent model for efficient representation learning. Neural Networks 107 (2018)
L. 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)
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network. IJCNN (2018)
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 (2018)
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)
Zeina A. Shboul, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin
Glioblastoma and Survival Prediction. BrainLes@MICCAI (2017)
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)
Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin
Object recognition using cellular simultaneous recurrent networks and convolutional neural network. IJCNN (2017)
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)
L. Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin
Constrained versus unconstrained learning in generalized recurrent network for image processing. IJCNN (2017)
Lasitha Vidyaratne, Alexander Glandon, Mahbubul Alam, Khan M. Iftekharuddin
Deep recurrent neural network for seizure detection. IJCNN (2016)
Mahbubul Alam, L. Vidyaratne, Khan M. Iftekharuddin
Efficient feature extraction with simultaneous recurrent network for metric learning. IJCNN (2016)
Mahbubul Alam, L. Vidyaratne, Khan M. Iftekharuddin
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection. IJCNN (2015)
L. Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin
Improved training of cellular SRN using Unscented Kaiman Filtering for ADP. IJCNN (2014)
Mahbubul Alam, Rasmus H. Nielsen, Neeli R. Prasad
The evolution of M2M into IoT. BlackSeaCom (2013)
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) (2011)
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) (2010)
M. Abdus Sobhan, Mahbubul Alam
OPM: an initiative of ICT project and overall technical, managerial and policy making experience. ICEGOV (2009)
Saimoon Ara Amin, Mahbubul Alam, S. P. Majumder
Performance Analysis of Multi-carrier DS-CDMA Wireless Communication System. EMS (2009)
Mahbubul Alam, Kawsar Ahmed
e-governance initiatives in Bangladesh. ICEGOV (2008)
Mahbubul Alam, Kawsar Ahmed, Md. Ashraful Islam
e-governance: challenges and opportunities. ICEGOV (2008)
Muhammad Abul Kalam Azad, Md. Ashik Ali Khan, Mahbubul Alam
Government enterprise architectures: present status of Bangladesh and scope of development. ICEGOV (2008)
Mahbubul Alam, Neeli Rashmi Prasad
Convergence Transforms Digital Home: Techno-Economic Impact. Wirel. Pers. Commun. 44 (1) (2008)
Mahbubul Alam
E-governance: scope and implementation challenges in Bangladesh. ICEGOV (2007)
Neeli R. Prasad, Mahbubul Alam
Security Framework for Wireless Sensor Networks. Wirel. Pers. Commun. 37 (3-4) (2006)
Neeli R. Prasad, Mahbubul Alam, Marina Ruggieri
Light-Weight AAA Infrastructure for Mobility Support Across Heterogeneous Networks. Wirel. Pers. Commun. 29 (3-4) (2004)
Mahbubul Alam, Sriranjani Sitaraman, Subbarayan Venkatesan
An adaptive channel allocation algorithm in multi-carrier cellular CDMA networks. VTC Spring (2002)
Mahbubul Alam, Ramjee Prasad, John R. Farserotu
Quality of service among IP-based heterogeneous networks. IEEE Wirel. Commun. 8 (6) (2001)