Md Mahmudul Hasan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Decision Support

Machine Learning

Factor Analysis

Gaussian Distribution

Top Venues

Comput. Methods Programs Biomed.

Publications

Dennis Monari, Jack Larkin, Pedro Machado, Jordan J. Bird, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farhad Fassihi Tash, Md Mahmudul Hasan, Ahmad Lotfi
UDEEP: Edge-based Computer Vision for In-Situ Underwater Crayfish and Plastic Detection. CoRR (2024)
Md Mahmudul Hasan, Christopher N. Watling, Grégoire S. Larue
Validation and interpretation of a multimodal drowsiness detection system using explainable machine learning. Comput. Methods Programs Biomed. 243 (2024)
Jabed Al Faysal, Md. Noor-E.-Alam, Gary J. Young, Wei-Hsuan Lo-Ciganic, Amie J. Goodin, James L. Huang, Debbie L. Wilson, Tae Woo Park, Md Mahmudul Hasan
An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially insured individuals. Comput. Biol. Medicine 177 (2024)
Ahmed Abdullah Khaled, Md Mahmudul Hasan, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis
Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection. AIAI (1) (2024)
Md Mahmudul Hasan, Shaikh Anowarul Fattah
A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters. CoRR (2024)
Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado
WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware. CoRR (2024)
Mahbuba Ferdowsi, Md Mahmudul Hasan, Wafa Habib
Responsible AI for cardiovascular disease detection: Towards a privacy-preserving and interpretable model. Comput. Methods Programs Biomed. 254 (2024)
Md Mahmudul Hasan, Rajesh Kumar Plamthottathil, Jabed Morshed, Dipto Sarkar, Nazia Hameed, Silvia Cirstea
Circulogy: An AI-Enabled Blockchain-Based e-Waste Management Framework Using Non-Fungible Tokens (NFT) to Achieve Net Zero and Imply the Circular Economy. ICBC (2023)
Md Mahmudul Hasan, Xianyi Zeng
A central compact hybrid-variable method with spectral-like resolution: One-dimensional case. J. Comput. Appl. Math. 421 (2023)
Shreyas Bhat Brahmavar, Rohit Rajesh, Tirtharaj Dash, Lovekesh Vig, Tanmay Tulsidas Verlekar, Md Mahmudul Hasan, Tariq Mahmood Khan, Erik Meijering, Ashwin Srinivasan
IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification. ICIP (2023)
Shreyas Bhat Brahmavar, Rohit Rajesh, Tirtharaj Dash, Lovekesh Vig, Tanmay Tulsidas Verlekar, Md Mahmudul Hasan, Tariq M. Khan, Erik Meijering, Ashwin Srinivasan
IKD+: Reliable Low Complexity Deep Models For Retinopathy Classification. CoRR (2023)
Md Mahmudul Hasan, Silvia Cirstea, Meherun Nesa Shraboni
NeuroXRFitness: Music Therapy for Mental Stress Relief Using EEG Signal. SKIMA (2023)
Md Mahmudul Hasan, Abu Kowshir Bitto, Ashim Chakraborty, Ruchika Nanwani, M. Mahfuzur Rahman, Nazia Hameed
Net0Chain: An AI-Enabled Climate and Environmental Risks (CER) Framework for Achieving Net-Zero. SKIMA (2023)
Joe Farrell, Nazia Hameed, Md Mahmudul Hasan
Designing a Classification Algorithm for Skin Lesions. SKIMA (2022)
Md Mahmudul Hasan, Pamela Knight, Marzia Hoque Tania, Abu Kowshir Bitto, Aka Das, Hitesh Punja
A Novel Framework for Co-designing of An Artificial Intelligence Based Television-enabled Application to Address Social Isolation and Alleviating Loneliness for Older People. SKIMA (2022)
Md Mahmudul Hasan, Gary J. Young, Jiesheng Shi, Prathamesh Mohite, Leonard D. Young, Scott G. Weiner, Md. Noor-E.-Alam
A machine learning based two-stage clinical decision support system for predicting patients' discontinuation from opioid use disorder treatment: retrospective observational study. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Md Mahmudul Hasan, Dizuo Jiang, A. M. M. Sharif Ullah, Md. Noor-E-Alam
Resilient supplier selection in logistics 4.0 with heterogeneous information. Expert Syst. Appl. 139 (2020)
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
Latent Factor Analysis of Gaussian Distributions under Graphical Constraints. CoRR (2020)
Minhaz Uddin, Ashadul Hoque Jahin, Md Mahmudul Hasan
A Hybrid Framework for Interconnecting Various Software Engineering Process Models and Techniques. ICCA (2020)
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
Latent Factor Analysis of Gaussian Distributions under Graphical Constraints. ISIT (2020)
Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan
Efficient, Effective and Well Justified Estimation of Active Nodes within a Cluster. CoRR (2020)
Xianyi Zeng, Md Mahmudul Hasan
On the Stability of Explicit Finite Difference Methods for Advection-Diffusion Equations. CoRR (2020)
Md Mahmudul Hasan, Khin T. Lwin, Maryam Imani, Antesar M. Shabut, Luiz Fernando Bittencourt, M. Alamgir Hossain
Dynamic multi-objective optimisation using deep reinforcement learning: benchmark, algorithm and an application to identify vulnerable zones based on water quality. Eng. Appl. Artif. Intell. 86 (2019)
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
Algebraic Properties of Wyner Common Information Solution under Graphical Constraints. CoRR (2019)
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
Algebraic Properties of Wyner Common Information Solution under Graphical Constraints. ISIT (2019)
Kingshuk Mukherjee, Md Mahmudul Hasan, Christina Boucher, Tamer Kahveci
Counting motifs in dynamic networks. BMC Syst. Biol. 12 (1) (2018)
Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan
Estimation of RFID Tag Population Size by Gaussian Estimator. ICC (2018)
Md Abdul Alim, Ahmet Ay, Md Mahmudul Hasan, My T. Thai, Tamer Kahveci
Construction of Signaling Pathways with RNAi Data and Multiple Reference Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (4) (2018)
Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer
Latent Factor Analysis of Gaussian Distributions under Graphical Constraints. CoRR (2018)
Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan
Estimation of RFID Tag Population Size by Gaussian Estimator. CoRR (2017)
Yuanfang Ren, Qiyao Wang, Md Mahmudul Hasan, Ahmet Ay, Tamer Kahveci
Identifying the topology of signaling networks from partial RNAi data. BMC Syst. Biol. 10 (S-2) (2016)
Md Mahmudul Hasan, Kamal J. AbuHassan, Khin T. Lwin, M. Alamgir Hossain
Reversible decision support system: Minimising cognitive dissonance in multi-criteria based complex system using fuzzy analytic hierarchy process. CEEC (2016)
Qiyao Wang, Yuanfang Ren, Md Mahmudul Hasan, Ahmet Ay, Tamer Kahveci
Construction of signaling networks with incomplete RNAi data. BIBM (2015)
Md Abdul Alim, Ahmet Ay, Md Mahmudul Hasan, My T. Thai, Tamer Kahveci
Multiple reference networks improve accuracy of signaling network construction. BCB (2015)
Md Mahmudul Hasan, Tamer Kahveci
Indexing a protein-protein interaction network expedites network alignment. BMC Bioinform. 16 (2015)
Md Mahmudul Hasan, Rozina Akter, Md. Shahin Ullah, Md. Jaynul Abedin, G. M. Ahsan Ullah, Md. Zakir Hossain
A Computational Approach for Predicting Role of Human MicroRNAs in MERS-CoV Genome. Adv. Bioinformatics 2014 (2014)
Md Mahmudul Hasan, Tamer Kahveci
Incremental network querying in biological networks. BCB (2014)
Md Mahmudul Hasan, Yusuf Kavurucu, Tamer Kahveci
A scalable method for discovering significant subnetworks. BMC Syst. Biol. 7 (S-4) (2013)
Md Mahmudul Hasan, Tamer Kahveci
Color distribution can accelerate network alignment. BCB (2013)
Md Mahmudul Hasan, Yusuf Kavurucu, Tamer Kahveci
SiS: Significant subnetworks in massive number of network topologies. BIBM (2012)