Mahbubul Alam

44 papers A* 1B 10Journal 17Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hybrid PSO-GA Optimization for Enhancing Decision Tree Performance in Soil Classification and Crop Cultivation Prediction.
Evol. Intell.
Fardowsi Rahman, Md. Ashikur Rahman Khan, Mahbubul Alam
2023 J jnl
Adversarial Learning Improves Vision-Based Perception from Drones with Imbalanced Datasets.
J. Aerosp. Inf. Syst.
Chester V. Dolph, Corey Ippolito, Louis J. Glaab, Michael J. Logan, Loc D. Tran, B. Danette Allen, Mahbubul Alam, Jiang Li, Khan Iftekharuddin
2023 J jnl
CDA: Contrastive-adversarial Domain Adaptation.
CoRR
Nishant Yadav, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Chetan Gupta, Auroop R. Ganguly
2023 — conf
XDNet: A Few-Shot Meta-Learning Approach for Cross-Domain Visual Inspection.
CVPR Workshops
Xian Yeow Lee, Lasitha Vidyaratne, Mahbubul Alam, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta
2022 J jnl
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data With Spatial Information.
IEEE Trans. Neural Networks Learn. Syst.
Lasitha Vidyaratne, Mahbubul Alam, Alexander M. Glandon, Anna Shabalina, Chris Tennant, Khan M. Iftekharuddin
2021 J jnl
Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information.
CoRR
Lasitha Vidyaratne, Mahbubul Alam, Alexander M. Glandon, Anna Shabalina Solopova, Christopher Tennant, Khan Iftekharuddin
2021 — conf
Guided Visual Inspection enabled by AI-based Detection Models.
ICPHM
Maria Teresa Gonzalez Diaz, Dipanjan Ghosh, Adriano S. Arantes, Hamed Khorosgani, Mahbubul Alam, Gregory Sin, Chetan Gupta
2021 — conf
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned.
NeurIPS (Competition and Demos)
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
2020 B conf
End-to-end Multimodel Deep Learning for Malware Classification.
IJCNN
Elijah Snow, Mahbubul Alam, Alexander M. Glandon, Khan Iftekharuddin
2020 J jnl
Survey on Deep Neural Networks in Speech and Vision Systems.
Neurocomputing
Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander M. Glandon, Khan M. Iftekharuddin
2020 A* conf
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models.
NeurIPS
Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav V. Marathe
2020 J jnl
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models.
CoRR
Lijing Wang, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Ahmed K. Farahat, Mahbubul Alam, Chetan Gupta, Jiangzhuo Chen, Madhav V. Marathe
2019 J jnl
Survey on Deep Neural Networks in Speech and Vision Systems.
CoRR
Mahbubul Alam, Manar D. Samad, Lasitha Vidyaratne, Alexander M. Glandon, Khan M. Iftekharuddin
2018 — —
Deep Recurrent Learning for Efficient Image Recognition Using Small Data.
Mahbubul Alam
2018 — conf
Deep learning and texture-based semantic label fusion for brain tumor segmentation.
Computer-Aided Diagnosis
Lasitha Vidyaratne, Mahbubul Alam, Zeina A. Shboul, Khan M. Iftekharuddin
2018 B conf
Efficient Learning of Data Distribution using Simultaneous Recurrent Belief Network.
IJCNN
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
2018 — conf
Glioblastoma Survival Prediction.
BrainLes@MICCAI (2)
Zeina A. Shboul, Mahbubul Alam, Lasitha Vidyaratne, Linmin Pei, Khan M. Iftekharuddin
2018 J jnl
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.
CoRR
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.
2018 J jnl
Novel deep generative simultaneous recurrent model for efficient representation learning.
Neural Networks
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
2018 B conf
Prediction of Spatial Spectrum in Cognitive Radio using Cellular Simultaneous Recurrent Networks.
IJCNN
Alexander M. Glandon, Sharif Ullah, Lasitha Vidyaratne, Mahbubul Alam, C. Xin, Khan M. Iftekharuddin
2018 J jnl
Sparse Simultaneous Recurrent Deep Learning for Robust Facial Expression Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
2017 B conf
Constrained versus unconstrained learning in generalized recurrent network for image processing.
IJCNN
Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin
2017 — conf
Convolutional neural network transfer learning for robust face recognition in NAO humanoid robot.
SSCI
D. Bussey, Alexander M. Glandon, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin
2017 B conf
Deep learning of texture and structural features for multiclass Alzheimer's disease classification.
IJCNN
Chester V. Dolph, Mahbubul Alam, Zeina A. Shboul, Manar D. Samad, Khan M. Iftekharuddin
2017 — conf
Glioblastoma and Survival Prediction.
BrainLes@MICCAI
Zeina A. Shboul, Lasitha Vidyaratne, Mahbubul Alam, Khan M. Iftekharuddin
2017 B conf
Object recognition using cellular simultaneous recurrent networks and convolutional neural network.
IJCNN
Md. Zahangir Alom, Mahbubul Alam, Tarek M. Taha, Khan M. Iftekharuddin
2016 B conf
Deep recurrent neural network for seizure detection.
IJCNN
Lasitha Vidyaratne, Alexander M. Glandon, Mahbubul Alam, Khan M. Iftekharuddin
2016 B conf
Efficient feature extraction with simultaneous recurrent network for metric learning.
IJCNN
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
2015 B conf
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection.
IJCNN
Mahbubul Alam, Lasitha Vidyaratne, Khan M. Iftekharuddin
2014 B conf
Improved training of cellular SRN using Unscented Kaiman Filtering for ADP.
IJCNN
Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin
2013 — conf
The evolution of M2M into IoT.
BlackSeaCom
Mahbubul Alam, Rasmus H. Nielsen, Neeli R. Prasad
2011 J jnl
Performance Evaluation of the WiMAX Network Based on Combining the 2D Markov Chain and MMPP Traffic Model.
J. Inf. Process. Syst.
Tonmoy Saha, Md. Abu Shufean, Mahbubul Alam, Md. Imdadul Islam
2010 J jnl
Fingerprint Detection Using Canny Filter and DWT, a New Approach.
J. Inf. Process. Syst.
Md. Imdadul Islam, Nasima Begum, Mahbubul Alam, M. Ruhul Amin
2009 — conf
OPM: an initiative of ICT project and overall technical, managerial and policy making experience.
ICEGOV
M. Abdus Sobhan, Mahbubul Alam
2009 — conf
Performance Analysis of Multi-carrier DS-CDMA Wireless Communication System.
EMS
Saimoon Ara Amin, Mahbubul Alam, S. P. Majumder
2008 J jnl
Convergence Transforms Digital Home: Techno-Economic Impact.
Wirel. Pers. Commun.
Mahbubul Alam, Neeli Rashmi Prasad
2008 — conf
Government enterprise architectures: present status of Bangladesh and scope of development.
ICEGOV
Muhammad Abul Kalam Azad, Md. Ashik Ali Khan, Mahbubul Alam
2008 — conf
e-governance initiatives in Bangladesh.
ICEGOV
Mahbubul Alam, Kawsar Ahmed
2008 — conf
e-governance: challenges and opportunities.
ICEGOV
Mahbubul Alam, Kawsar Ahmed, Md. Ashraful Islam
2007 — conf
E-governance: scope and implementation challenges in Bangladesh.
ICEGOV
Mahbubul Alam
2006 J jnl
Security Framework for Wireless Sensor Networks.
Wirel. Pers. Commun.
Neeli R. Prasad, Mahbubul Alam
2004 J jnl
Light-Weight AAA Infrastructure for Mobility Support Across Heterogeneous Networks.
Wirel. Pers. Commun.
Neeli R. Prasad, Mahbubul Alam, Marina Ruggieri
2002 — conf
An adaptive channel allocation algorithm in multi-carrier cellular CDMA networks.
VTC Spring
Mahbubul Alam, Sriranjani Sitaraman, Subbarayan Venkatesan
2001 J jnl
Quality of service among IP-based heterogeneous networks.
IEEE Wirel. Commun.
Mahbubul Alam, Ramjee Prasad, John R. Farserotu