Mahbubul Alam

According to our database, Mahbubul Alam authored at least 41 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Adversarial Learning Improves Vision-Based Perception from Drones with Imbalanced Datasets.

Chester V. Dolph, Corey Ippolito, Louis J. Glaab, Michael J. Logan, Loc D. Tran, B. Danette Allen, Mahbubul Alam, Jiang Li, Khan Iftekharuddin

J. Aerosp. Inf. Syst., 2023

CDA: Contrastive-adversarial Domain Adaptation.

Nishant Yadav, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly

CoRR, 2023

XDNet: A Few-Shot Meta-Learning Approach for Cross-Domain Visual Inspection.

Xian Yeow Lee, Lasitha Vidyaratne, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data With Spatial Information.

Lasitha Vidyaratne, Mahbubul Alam, Alexander Glandon, Anna Shabalina, Chris Tennant, Khan M. Iftekharuddin

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information.

Lasitha Vidyaratne, Mahbubul Alam, Alexander Glandon, Anna Shabalina Solopova, Christopher Tennant, Khan Iftekharuddin

CoRR, 2021

NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021

Guided Visual Inspection enabled by AI-based Detection Models.

Maria Teresa Gonzalez Diaz, Dipanjan Ghosh, Adriano S. Arantes, Hamed Khorosgani, Mahbubul Alam, Gregory Sin, Chetan Gupta

Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020

Survey on Deep Neural Networks in Speech and Vision Systems.

Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander Glandon, Khan M. Iftekharuddin

Neurocomputing, 2020

Wisdom of the Ensemble: Improving Consistency of Deep Learning Models.

Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav V. Marathe

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

End-to-end Multimodel Deep Learning for Malware Classification.

Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

Deep Recurrent Learning for Efficient Image Recognition Using Small Data.

Mahbubul Alam

PhD thesis, 2018

Sparse Simultaneous Recurrent Deep Learning for Robust Facial Expression Recognition.

Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin

IEEE Trans. Neural Networks Learn. Syst., 2018

Novel deep generative simultaneous recurrent model for efficient representation learning.

Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin

Neural Networks, 2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

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.

CoRR, 2018

Glioblastoma Survival Prediction.

Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Deep learning and texture-based semantic label fusion for brain tumor segmentation.

Lasitha Vidyaratne, Mahbubul Alam, Zeina A. Shboul, Khan M. Iftekharuddin

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Prediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks.

Alexander Glandon, Sharif Ullah, Lasitha Vidyaratne, Mahbubul Alam, C. Xin, Khan M. Iftekharuddin

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network.

Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Convolutional neural network transfer learning for robust face recognition in NAO humanoid robot.

D. Bussey, Alexander Glandon, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Glioblastoma and Survival Prediction.

Zeina A. Shboul, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Constrained versus unconstrained learning in generalized recurrent network for image processing.

Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Deep learning of texture and structural features for multiclass Alzheimer's disease classification.

Chester V. Dolph, Mahbubul Alam, Zeina A. Shboul, Manar D. Samad, Khan M. Iftekharuddin

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Object recognition using cellular simultaneous recurrent networks and convolutional neural network.

Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Deep recurrent neural network for seizure detection.

Lasitha Vidyaratne, Alexander Glandon, Mahbubul Alam, Khan M. Iftekharuddin

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Efficient feature extraction with simultaneous recurrent network for metric learning.

Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection.

Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Improved training of cellular SRN using Unscented Kaiman Filtering for ADP.

Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

The evolution of M2M into IoT.

Mahbubul Alam, Rasmus H. Nielsen, Neeli R. Prasad

Proceedings of the First International Black Sea Conference on Communications and Networking, 2013

2011

Performance Evaluation of the WiMAX Network Based on Combining the 2D Markov Chain and MMPP Traffic Model.

Tonmoy Saha, Md. Abu Shufean, Mahbubul Alam, Md. Imdadul Islam

J. Inf. Process. Syst., 2011

2010

Fingerprint Detection Using Canny Filter and DWT, a New Approach.

Md. Imdadul Islam, Nasima Begum, Mahbubul Alam, M. Ruhul Amin

J. Inf. Process. Syst., 2010

2009

OPM: an initiative of ICT project and overall technical, managerial and policy making experience.

M. Abdus Sobhan, Mahbubul Alam

Proceedings of the ICEGOV 2009, 2009

Performance Analysis of Multi-carrier DS-CDMA Wireless Communication System.

Saimoon Ara Amin, Mahbubul Alam, S. P. Majumder

Proceedings of the EMS 2009, 2009

2008

Convergence Transforms Digital Home: Techno-Economic Impact.

Mahbubul Alam, Neeli Rashmi Prasad

Wirel. Pers. Commun., 2008

Government enterprise architectures: present status of Bangladesh and scope of development.

Muhammad Abul Kalam Azad, Md. Ashik Ali Khan, Mahbubul Alam

Proceedings of the 2nd International Conference on Theory and Practice of Electronic Governance, 2008

e-governance: challenges and opportunities.

Mahbubul Alam, Kawsar Ahmed, Md. Ashraful Islam

Proceedings of the 2nd International Conference on Theory and Practice of Electronic Governance, 2008

e-governance initiatives in Bangladesh.

Mahbubul Alam, Kawsar Ahmed

Proceedings of the 2nd International Conference on Theory and Practice of Electronic Governance, 2008

2007

E-governance: scope and implementation challenges in Bangladesh.

Mahbubul Alam

Proceedings of the 1st International Conference on Theory and Practice of Electronic Governance, 2007

2006

Security Framework for Wireless Sensor Networks.

Neeli R. Prasad, Mahbubul Alam

Wirel. Pers. Commun., 2006

2004

Light-Weight AAA Infrastructure for Mobility Support Across Heterogeneous Networks.

Neeli R. Prasad, Mahbubul Alam, Marina Ruggieri

Wirel. Pers. Commun., 2004

2002

An adaptive channel allocation algorithm in multi-carrier cellular CDMA networks.

Mahbubul Alam, Sriranjani Sitaraman, Subbarayan Venkatesan

Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

2001

Quality of service among IP-based heterogeneous networks.

Mahbubul Alam, Ramjee Prasad, John R. Farserotu

IEEE Wirel. Commun., 2001