Mufti Mahmud
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
43
Venues
11
Active years
2012–2026
Best venue rank
A*
Where they publish
Papers
43 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | HCI | Towards Explainable Hospital Mortality Prediction Using Critical Care Data. | Md Sumon Ali, Mufti Mahmud |
| 2026 | HCI | Towards a Digital Twin for Critical Care Through Explainable Digital Human Modeling of ICU Patients. | Md Sumon Ali, Mufti Mahmud |
| 2026 | HCI | A Platform-Agnostic Multimodal Digital Human Modelling Framework: Neurophysiological Sensing in Game-Based Interaction. | Daniel J. Buxton, Mufti Mahmud, Jordan J. Bird, Thomas Hughes-Roberts, David J. Brown |
| 2025 | HCI | A Machine Learning Pipeline for Biofeedback-Driven, Self-guided Virtual Reality Therapy Using Speech-Based Arousal Detection. | Ruth M. J. Amey, Muhammad Arifur Rahman, David J. Brown, Matthew C. Harris, Nicholas Shopland, Mufti Mahmud, Samantha Hilton, Nadja Heym, Alexander Sumich |
| 2025 | HCI | Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence. | Mufti Mahmud, David J. Brown, Yuan Shen, Muhammad Arifur Rahman, Jun He, M. Shamim Kaiser, Hamzah Luqman, Sajib Mistry, Noushath Shaffi, Vimbi Viswan, Md. Mostafizur Rahman, Shamim Al Mamun, Tamanna Sharmeen, Rasha Alahmad, V. N. Manjunath Aradhya, Mohammad Farukh Hashmi, Shuqiang Wang, Cosimo Ieracitano, Nadia Mammone, Maryam Doborjeh, Kanad Ray |
| 2025 | HCI | State-of-the-Art Machine Learning Models for Detecting and Mitigating Disparities in Healthcare. | Yuan Shen, Mufti Mahmud, Teena Rai, David J. Brown, Jun He, Muhammad Arifur Rahman, David R. Baldwin, Jaspreet Kaur, Emma O'Dowd, Richard B. Hubbard |
| 2025 | HCI | Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders. | Nicholas Shopland, Andrew M. Burton, David J. Brown, Mufti Mahmud, Muhammad Arifur Rahman, David R. Baldwin, Antti Airola, Tapio Pahikkala, Elina Kontio, Jussi Salmi, Carlos Alexandre Nunes Ferreira, Tnia Pereira, Hlder Filipe Oliveira, Almudena Maceda Garcia, Christos Chatzichristos |
| 2025 | HCI | Optimising a Video Magnification Algorithm for Autism Spectrum Condition Monitoring. | Zakia Batool Turabee, David J. Brown, Mufti Mahmud, Andreas Oikonomou, Nicholas Shopland, Andrew M. Burton, Muhammad Arifur Rahman |
| 2025 | ICCV | The SignEval 2025 Challenge at the ICCV Multimodal Sign Language Recognition Workshop: Results and Discussion. | Hamzah Luqman, Raffaele Mineo, Murtadha Aljubran, Ahmed Abul Hasanaath, Amelia Sorrenti, Sarah N. Alyami, Sadam Al-Azani, Maad Alowaifeer, JiHwan Moon, Vaclav Javorek, Tomas Zelezn, Marek Hrz, Gaia Caligiore, Silvio Giancola, Senya Polikovsky, Motaz Alfarraj, Sabina Fontana, Mufti Mahmud, Muhammad Haris Khan, Kamrul Islam, Sevgi Zubyede Gurbuz, Egidio Ragonese, Giovanni Bellitto, Federica Proietto Salanitri, Concetto Spampinato, Simone Palazzo |
| 2025 | ICONIP | A Hybrid Convolutional Neural Network-Bidirectional Long Short-Term Memory Approach for PPG-Based Stress Monitoring from Wrist Worn Wearables. | Md Santo Ali, Mohammod Abdul Motin, El-Sayed M. El-Alfy, Mufti Mahmud |
| 2025 | IJCNN | Towards Efficient Pruning and Multi-Scale Feature Transformations to Uncover Medical Diseases. | Omair Bilal, Saif Ur Rehman Khan, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan |
| 2025 | IJCNN | KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification. | Saif Ur Rehman Khan, Omair Bilal, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan |
| 2025 | IJCNN | Topic Modeling of Mpox-related Instagram Posts: Understanding Public Perception over Time. | Sunipun Seemanta, Mahmudul Haque Shakir, Riya Das, Md. Saef Ullah Miah, Md. Mostafizur Rahman, Mufti Mahmud |
| 2025 | IJCNN | Optimizing Alzheimer's Disease Diagnosis Using Ensemble Machine Learning Techniques: A Comparative Study. | Mahmudul Haque Shakir, Sunipun Seemanta, Shanzida Zaman Shimu, Sherajus Salekin, Abu Naser MD. Arman, Md. Saef Ullah Miah, Md. Mostafizur Rahman, Mufti Mahmud |
| 2025 | WINCOM | LRAE: A Low-Rank Autoencoder for Real-Time Efficient CAN Bus Intrusion Detection. | Nadim Ahmed, Md. Ashraful Babu, Md. Manir Hossain Mollah, Md. Mortuza Ahmmed, Md. Mostafizur Rahman, Mufti Mahmud |
| 2024 | ICONIP | LungCANet: A Novel Deep Co-attention Convolutional Neural Network Architecture for High-Precision Lung Cancer Morphological Analysis and Classification. | Mejbah Ahammad, Md. Ashraful Babu, Md. Mortuza Ahmmed, Md. Mostafizur Rahman, Mufti Mahmud |
| 2024 | ICONIP | Explainable AI in Feature Selection: Improving Classification Performance on Imbalanced Datasets. | Shahriar Siddique Ayon, Muhammad Ebrahim Hossain, Md Saef Ullah Miah, Md. Mostafizur Rahman, Mufti Mahmud |
| 2024 | ICONIP | Improving Healthcare Outcomes by Identifying Populations with Higher Risk of Lung Cancer from Primary Care Data. | Yuan Shen, Mufti Mahmud, Teena Rai, Jun He, David J. Brown, Muhammad Arifur Rahman, Jaspreet Kaur, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard |
| 2024 | ICONIP | Explainable Federated Stacking Models with Encrypted Gradients for Secure Kidney Medical Imaging Diagnosis. | Sharia Arfin Tanim, Al Rafi Aurnob, Md Rokon Islam Emon, Md Saef Ullah Miah, Md. Mostafizur Rahman, Mufti Mahmud |
| 2024 | IJCNN | Understanding Feature Importance of Prediction Models Based on Lung Cancer Primary Care Data. | Teena Rai, Yuan Shen, Jun He, Mufti Mahmud, David J. Brown, Jaspreet Kaur, Emma O'Dowd, David R. Baldwin, Richard B. Hubbard |
| 2024 | IJCNN | VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. | Noushath Shaffi, Vimbi Viswan, Mufti Mahmud |
| 2023 | AIME | Decision Tree Approaches to Select High Risk Patients for Lung Cancer Screening Based on the UK Primary Care Data. | Teena Rai, Yuan Shen, Jaspreet Kaur, Jun He, Mufti Mahmud, David J. Brown, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard |
| 2023 | DASC | Towards Smart Education in the Industry 5.0 Era: A Mini Review on the Application of Federated Learning. | Sweta Bhattacharya, Pratik S. Vyas, Supriya Yarradoddi, Bhulakshmi Dasari, Sumathy S, Rajesh Kaluri, Srinivas Koppu, David J. Brown, Mufti Mahmud, Thippa Reddy Gadekallu |
| 2023 | HCI | The Use of Explainable Sensor Systems in Classroom Settings - Teacher, Student and Parent Voices on the Value of Sensor Systems. | Zakia Batool Turabee, Sean Haddick, David J. Brown, Sarah Seymour-Smith, Mufti Mahmud, Andrew M. Burton, Nicholas Shopland |
| 2023 | ICDCN | Blockchain for Software Maintainability in Healthcare. | Gokul Yenduri, Rajesh Kaluri, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown |
| 2022 | HCI | Leveraging Virtual Reality and Machine Learning as Mediated Learning Tools for Social Skill Development in Learners with Autism Spectrum Condition. | Thomas Hughes-Roberts, Vanessa Cui, Mufti Mahmud, David J. Brown |
| 2022 | HCI | Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. | Mufti Mahmud, M. Shamim Kaiser, Muhammad Arifur Rahman, Tanu Wadhera, David J. Brown, Nicholas Shopland, Andrew M. Burton, Thomas Hughes-Roberts, Shamim Al Mamun, Cosimo Ieracitano, Marzia Hoque Tania, Mohammad Ali Moni, Sheikh Mohammed Shariful Islam, Kanad Ray, Mohammad Shahadat Hossain |
| 2022 | HCI | Explainable Multimodal Machine Learning for Engagement Analysis by Continuous Performance Test. | Muhammad Arifur Rahman, David J. Brown, Nicholas Shopland, Andrew M. Burton, Mufti Mahmud |
| 2022 | HCI | Improving Accessibility and Personalisation for HE Students with Disabilities in Two Countries in the Indian Subcontinent - Initial Findings. | Nicholas Shopland, David J. Brown, Linda Daniela, Arta Rudolfa, Astra Rudolfa, Muhammad Arifur Rahman, Andrew M. Burton, Mufti Mahmud, Karel Van Isacker |
| 2022 | ICONIP | Towards the Development of a Machine Learning-Based Action Recognition Model to Support Positive Behavioural Outcomes in Students with Autism. | Francesco Bonacini, Mufti Mahmud, David J. Brown |
| 2022 | ICONIP | A Medical Image Steganography Scheme with High Embedding Capacity to Solve Falling-Off Boundary Problem Using Pixel Value Difference Method. | Nagaraj V. Dharwadkar, Mufti Mahmud, Ashutosh A. Lonikar, David J. Brown |
| 2022 | ICONIP | Privacy-Preserving Federated Learning for Pneumonia Diagnosis. | Sagnik Sarkar, Shaashwat Agrawal, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown |
| 2022 | ICONIP | A Deep Concatenated Convolutional Neural Network-Based Method to Classify Autism. | Tanu Wadhera, Mufti Mahmud, David J. Brown |
| 2022 | IJCNN | Artefact Detection in Chronically Recorded Local Field Potentials: An Explainable Machine Learning-based Approach. | Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi |
| 2022 | IJCNN | Computing Hierarchical Complexity of the Brain from Electroencephalogram Signals: A Graph Convolutional Network-based Approach. | Tanu Wadhera, Mufti Mahmud |
| 2021 | IJCNN | On-Chip Machine Learning for Portable Systems: Application to Electroencephalography-based Brain-Computer Interfaces. | Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi |
| 2021 | SMC | A Centralised Cloud-Based Monitoring System for Older Adults in a Community. | Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, David Ada Adama |
| 2020 | IJCNN | Neural Network-based Artifact Detection in Local Field Potentials Recorded from Chronically Implanted Neural Probes. | Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Avarua, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone |
| 2020 | IJCNN | Time sensitivity and self-organisation in Multi-recurrent Neural Networks. | Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud |
| 2020 | IJCNN | SENSE: a Student Performance Quantifier using Sentiment Analysis. | Johanna Watkins, Marcos Fabietti, Mufti Mahmud |
| 2018 | HealthCom | Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. | Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini |
| 2016 | ISCAS | Neural tissue and brain interfacing CMOS devices - An introduction to state-of-the-art, current and future challenges. | Roland Thewes, Gabriel Bertotti, Norman Dodel, Stefan Keil, Sven Schroder, Karl-Heinz Boven, Gnther Zeck, Mufti Mahmud, Stefano Vassanelli |
| 2012 | ICONIP | Decoding Network Activity from LFPs: A Computational Approach. | Mufti Mahmud, Davide Travalin, Amir Hussain |