Md Mahmudul Hasan

According to our database, Md Mahmudul Hasan authored at least 36 papers between 2012 and 2024.

Collaborative distances:

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

2024

Validation and interpretation of a multimodal drowsiness detection system using explainable machine learning.

Md Mahmudul Hasan, Christopher N. Watling, Grégoire S. Larue

Comput. Methods Programs Biomed., January, 2024

WeedScout: Real-Time Autonomous blackgrass Classification and Mapping using dedicated hardware.

Matthew Gazzard, Helen Hicks, Isibor Kennedy Ihianle, Jordan J. Bird, Md Mahmudul Hasan, Pedro Machado

CoRR, 2024

A Machine Learning Approach to Detect Customer Satisfaction From Multiple Tweet Parameters.

Md Mahmudul Hasan, Shaikh Anowarul Fattah

CoRR, 2024

UDEEP: Edge-based Computer Vision for In-Situ Underwater Crayfish and Plastic Detection.

Dennis Monari, Jack Larkin, Pedro Machado, Jordan J. Bird, Isibor Kennedy Ihianle, Salisu Wada Yahaya, Farhad Fassihi Tash, Md Mahmudul Hasan, Ahmad Lotfi

CoRR, 2024

Responsible AI for cardiovascular disease detection: Towards a privacy-preserving and interpretable model.

Mahbuba Ferdowsi, Md Mahmudul Hasan, Wafa Habib

Comput. Methods Programs Biomed., 2024

An explainable machine learning framework for predicting the risk of buprenorphine treatment discontinuation for opioid use disorder among commercially insured individuals.

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

Comput. Biol. Medicine, 2024

Synthetic Data Generation and Impact Analysis of Machine Learning Models for Enhanced Credit Card Fraud Detection.

Ahmed Abdullah Khaled, Md Mahmudul Hasan, Shareeful Islam, Spyridon Papastergiou, Haralambos Mouratidis

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

A central compact hybrid-variable method with spectral-like resolution: One-dimensional case.

Md Mahmudul Hasan, Xianyi Zeng

J. Comput. Appl. Math., 2023

NeuroXRFitness: Music Therapy for Mental Stress Relief Using EEG Signal.

Md Mahmudul Hasan, Silvia Cirstea, Meherun Nesa Shraboni

Proceedings of the 15th International Conference on Software, 2023

Net0Chain: An AI-Enabled Climate and Environmental Risks (CER) Framework for Achieving Net-Zero.

Md Mahmudul Hasan, Abu Kowshir Bitto, Ashim Chakraborty, Ruchika Nanwani, M. Mahfuzur Rahman, Nazia Hameed

Proceedings of the 15th International Conference on Software, 2023

IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification.

Shreyas Bhat Brahmavar, Rohit Rajesh, Tirtharaj Dash, Lovekesh Vig, Tanmay Tulsidas Verlekar, Md Mahmudul Hasan, Tariq Mahmood Khan, Erik Meijering, Ashwin Srinivasan

Proceedings of the IEEE International Conference on Image Processing, 2023

Circulogy: An AI-Enabled Blockchain-Based e-Waste Management Framework Using Non-Fungible Tokens (NFT) to Achieve Net Zero and Imply the Circular Economy.

Md Mahmudul Hasan, Rajesh Kumar Plamthottathil, Mohammad Jabed Morshed Chowdhury, Dipto Sarkar, Nazia Hameed, Silvia Cirstea

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2023

2022

A Novel Framework for Co-designing of An Artificial Intelligence Based Television-enabled Application to Address Social Isolation and Alleviating Loneliness for Older People.

Md Mahmudul Hasan, Pamela Knight, Marzia Hoque Tania, Abu Kowshir Bitto, Aka Das, Hitesh Punja

Proceedings of the 14th International Conference on Software, 2022

Designing a Classification Algorithm for Skin Lesions.

Joe Farrell, Nazia Hameed, Md Mahmudul Hasan

Proceedings of the 14th International Conference on Software, 2022

2021

A machine learning based two-stage clinical decision support system for predicting patients' discontinuation from opioid use disorder treatment: retrospective observational study.

Md Mahmudul Hasan, Gary J. Young, Jiesheng Shi, Prathamesh Mohite, Leonard D. Young, Scott G. Weiner, Md. Noor-E.-Alam

BMC Medical Informatics Decis. Mak., 2021

2020

An intelligent decision-making scheme in a dynamic multi-objective environment using deep reinforcement learning.

Md Mahmudul Hasan

PhD thesis, 2020

Resilient supplier selection in logistics 4.0 with heterogeneous information.

Md Mahmudul Hasan, Dizuo Jiang, A. M. M. Sharif Ullah, Md. Noor-E-Alam

Expert Syst. Appl., 2020

On the Stability of Explicit Finite Difference Methods for Advection-Diffusion Equations.

Xianyi Zeng, Md Mahmudul Hasan

CoRR, 2020

Efficient, Effective and Well Justified Estimation of Active Nodes within a Cluster.

Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan

CoRR, 2020

Latent Factor Analysis of Gaussian Distributions under Graphical Constraints.

Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer

Proceedings of the IEEE International Symposium on Information Theory, 2020

A Hybrid Framework for Interconnecting Various Software Engineering Process Models and Techniques.

Minhaz Uddin, Ashadul Hoque Jahin, Md Mahmudul Hasan

Proceedings of the ICCA 2020: International Conference on Computing Advancements, 2020

2019

Dynamic multi-objective optimisation using deep reinforcement learning: benchmark, algorithm and an application to identify vulnerable zones based on water quality.

Md Mahmudul Hasan, Khin T. Lwin, Maryam Imani, Antesar M. Shabut, Luiz Fernando Bittencourt, M. Alamgir Hossain

Eng. Appl. Artif. Intell., 2019

Algebraic Properties of Wyner Common Information Solution under Graphical Constraints.

Md Mahmudul Hasan, Shuangqing Wei, Ali Moharrer

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Construction of Signaling Pathways with RNAi Data and Multiple Reference Networks.

Md Abdul Alim, Ahmet Ay, Md Mahmudul Hasan, My T. Thai, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Counting motifs in dynamic networks.

Kingshuk Mukherjee, Md Mahmudul Hasan, Christina Boucher, Tamer Kahveci

BMC Syst. Biol., 2018

Estimation of RFID Tag Population Size by Gaussian Estimator.

Md Mahmudul Hasan, Shuangqing Wei, Ramachandran Vaidyanathan

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2016

Identifying the topology of signaling networks from partial RNAi data.

Yuanfang Ren, Qiyao Wang, Md Mahmudul Hasan, Ahmet Ay, Tamer Kahveci

BMC Syst. Biol., 2016

Reversible decision support system: Minimising cognitive dissonance in multi-criteria based complex system using fuzzy analytic hierarchy process.

Md Mahmudul Hasan, Kamal J. AbuHassan, Khin T. Lwin, M. Alamgir Hossain

Proceedings of the 2016 8th Computer Science and Electronic Engineering Conference, 2016

2015

Indexing a protein-protein interaction network expedites network alignment.

Md Mahmudul Hasan, Tamer Kahveci

BMC Bioinform., 2015

Construction of signaling networks with incomplete RNAi data.

Qiyao Wang, Yuanfang Ren, Md Mahmudul Hasan, Ahmet Ay, Tamer Kahveci

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

Multiple reference networks improve accuracy of signaling network construction.

Md Abdul Alim, Ahmet Ay, Md Mahmudul Hasan, My T. Thai, Tamer Kahveci

Proceedings of the 6th ACM Conference on Bioinformatics, 2015

2014

A Computational Approach for Predicting Role of Human MicroRNAs in MERS-CoV Genome.

Md Mahmudul Hasan, Rozina Akter, Md. Shahin Ullah, Md. Jaynul Abedin, G. M. Ahsan Ullah, Md. Zakir Hossain

Adv. Bioinformatics, 2014

Incremental network querying in biological networks.

Md Mahmudul Hasan, Tamer Kahveci

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

A scalable method for discovering significant subnetworks.

Md Mahmudul Hasan, Yusuf Kavurucu, Tamer Kahveci

BMC Syst. Biol., 2013

Color distribution can accelerate network alignment.

Md Mahmudul Hasan, Tamer Kahveci

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

SiS: Significant subnetworks in massive number of network topologies.

Md Mahmudul Hasan, Yusuf Kavurucu, Tamer Kahveci

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012