Mufti Mahmud

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 174

Top Venues

IEEE Access

Cogn. Comput.

AII

Publications

Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. 16 (1) (2024)
Viswan Vimbi, Noushath Shaffi, Mufti Mahmud
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection. Brain Informatics 11 (1) (2024)
Vikas Hassija, Vinay Chamola, Atmesh Mahapatra, Abhinandan Singal, Divyansh Goel, Kaizhu Huang, Simone Scardapane, Indro Spinelli, Mufti Mahmud, Amir Hussain
Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence. Cogn. Comput. 16 (1) (2024)
Cosimo Ieracitano, Francesco Carlo Morabito, Stefano Squartini, Kaizhu Huang, Xuelong Li, Mufti Mahmud
Guest Editorial: Advances in Deep Learning for Clinical and Healthcare Applications. Cogn. Comput. 16 (3) (2024)
Md. Easin Arafat, Md. Wakil Ahmad, S. M. Shovan, Towhid Ul Haq, Nazrul Islam, Mufti Mahmud, M. Shamim Kaiser
Accurate Prediction of Lysine Methylation Sites Using Evolutionary and Structural-Based Information. Cogn. Comput. 16 (3) (2024)
Supriya Y, Bhulakshmi Dasari, Sweta Bhattacharya, Thippa Reddy Gadekallu, Pratik S. Vyas, Rajesh Kaluri, Sumathy S, Srinivas Koppu, David J. Brown, Mufti Mahmud
Industry 5.0 in Smart Education: Concepts, Applications, Challenges, Opportunities, and Future Directions. IEEE Access 12 (2024)
Sheikh Mohammed Shariful Islam, Moloud Abrar, Teketo Tegegne, Liliana Loranjo, Chandan Karmakar, Md. Abdul Awal, Md. Shahadat Hossain, Muhammad Ashad Kabir, Mufti Mahmud, Abbas Khosravi, George Siopis, Jeban Chandir Moses, Ralph Maddison
Machine Learning Models for the Identification of Cardiovascular Diseases Using UK Biobank Data. CoRR (2024)
Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, M. Shamim Kaiser, Sobhana Jahan, Md. Abdur Razzaque
BUST: An intelligent behavioural trust model for securing industrial cyber-physical systems. Expert Syst. Appl. 238 (Part B) (2024)
Rajdeep Bhadra, Pawan Kumar Singh, Mufti Mahmud
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals. Brain Informatics 11 (1) (2024)
Zahir Khan, M. Sabarimalai Manikandan, Mufti Mahmud
Photoplethysmography Signal Quality Assessment Using Neighbour Edge Restricted Horizontal Visibility Graph and Machine Learning Classifiers. ECAI (2024)
Yeaminul Haque, Rahat Shahriar Zawad, Chowdhury Saleh Ahmed Rony, Hasan Al Banna, Tapotosh Ghosh, M. Shamim Kaiser, Mufti Mahmud
State-of-the-Art of Stress Prediction from Heart Rate Variability Using Artificial Intelligence. Cogn. Comput. 16 (2) (2024)
Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud
A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition. Cogn. Comput. 16 (3) (2024)
Kanak Kumar, Suman Lata Tripathi, Mufti Mahmud
Internet of Things Enabled Smart E-Nose System for Pollutants Hazard Detection and Real-Time Monitoring in Indoor Mosquito Repellents. SN Comput. Sci. 5 (5) (2024)
Asu Kumar Singh, Anupam Kumar, Mufti Mahmud, M. Shamim Kaiser, Akshat Kishore
COVID-19 Infection Detection from Chest X-Ray Images Using Hybrid Social Group Optimization and Support Vector Classifier. Cogn. Comput. 16 (4) (2024)
Tanu Wadhera, Mufti Mahmud
Computational Model of Functional Connectivity Distance Predicts Neural Alterations. IEEE Trans. Cogn. Dev. Syst. 16 (3) (2024)
Nikhil Kamath B, Roshan Fernandes, Anisha P. Rodrigues, Mufti Mahmud, P. Vijaya, Thippa Reddy Gadekallu, M. Shamim Kaiser
TAKEN: A Traffic Knowledge-Based Navigation System for Connected and Autonomous Vehicles. Sensors 23 (2) (2023)
Ge Wen, Shaobao Li, Fucai Liu, Xiaoyuan Luo, Meng Joo Er, Mufti Mahmud, Tao Wu
YOLOv5s-CA: A Modified YOLOv5s Network with Coordinate Attention for Underwater Target Detection. Sensors 23 (7) (2023)
Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian
Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data. SSCI (2023)
Safa Hamdare, Omprakash Kaiwartya, Mohammad Aljaidi, Manish Jugran, Yue Cao, Sushil Kumar, Mufti Mahmud, David J. Brown, Jaime Lloret
Cybersecurity Risk Analysis of Electric Vehicles Charging Stations. Sensors 23 (15) (2023)
Gokul Yenduri, Rajesh Kaluri, Dharmendra Singh Rajput, Kuruva Lakshmanna, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown
From Assistive Technologies to Metaverse: Technologies in Inclusive Higher Education for Students with Specific Learning Difficulties. CoRR (2023)
Oluwatamilore Orojo, Jonathan A. Tepper, T. Martin McGinnity, Mufti Mahmud
The Multi-Recurrent Neural Network for State-Of-The-Art Time-Series Processing. INNS DLIA@IJCNN (2023)
Gokul Yenduri, Rajesh Kaluri, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown
Blockchain for Software Maintainability in Healthcare. ICDCN (2023)
Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Viswan Vimbi, Abdelhamid Abdesselam
Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function. Brain Informatics 10 (1) (2023)
Pratik S. Vyas, Sweta Bhattacharya, Mufti Mahmud
Co-designing Education 4.0 in the Indian context. COMPUTE (2023)
Punitha Stephan, Thompson Stephan, Ramani Kannan, Mufti Mahmud, M. Shamim Kaiser, Samir Brahim Belhaouari
Detecting COVID-19 From Lung Computed Tomography Images: A Swarm Optimized Artificial Neural Network Approach. IEEE Access 11 (2023)
Tanu Wadhera, Mufti Mahmud
Brain Functional Network Topology in Autism Spectrum Disorder: A Novel Weighted Hierarchical Complexity Metric for Electroencephalogram. IEEE J. Biomed. Health Informatics 27 (4) (2023)
Abdul Rehman Javed, Ayesha Saadia, Huma Mughal, Thippa Reddy Gadekallu, Muhammad Rizwan, Praveen Kumar Reddy Maddikunta, Mufti Mahmud, Madhusanka Liyanage, Amir Hussain
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions. Cogn. Comput. 15 (6) (2023)
Nusrat Zerin Zenia, M. Shamim Kaiser, Mufti Mahmud, Muhammad Raisuddin Ahmed, Omprakash Kaiwartya, Joarder Kamruzzaman
REER-H: A Reliable Energy Efficient Routing Protocol for Maritime Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Teena Rai, Yuan Shen, Jaspreet Kaur, Jun He, Mufti Mahmud, David J. Brown, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard
Decision Tree Approaches to Select High Risk Patients for Lung Cancer Screening Based on the UK Primary Care Data. AIME (2023)
Muhammad Arifur Rahman, David J. Brown, Mufti Mahmud, Matthew C. Harris, Nicholas Shopland, Nadja Heym, Alexander Sumich, Zakia Batool Turabee, Bradley Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis
Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning. Brain Informatics 10 (1) (2023)
Sobhana Jahan, Md. Rawnak Saif Adib, Mufti Mahmud, M. Shamim Kaiser
Comparison Between Explainable AI Algorithms for Alzheimer's Disease Prediction Using EfficientNet Models. BI (2023)
Sweta Bhattacharya, Pratik S. Vyas, Supriya Yarradoddi, Bhulakshmi Dasari, Sumathy S, Rajesh Kaluri, Srinivas Koppu, David J. Brown, Mufti Mahmud, Thippa Reddy Gadekallu
Towards Smart Education in the Industry 5.0 Era: A Mini Review on the Application of Federated Learning. DASC/PiCom/CBDCom/CyberSciTech (2023)
Gokul Yenduri, Rajesh Kaluri, Dharmendra Singh Rajput, Kuruva Lakshmanna, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown
From Assistive Technologies to Metaverse - Technologies in Inclusive Higher Education for Students With Specific Learning Difficulties: A Review. IEEE Access 11 (2023)
Jyoti Sekhar Banerjee, Mufti Mahmud, David J. Brown
Heart Rate Variability-Based Mental Stress Detection: An Explainable Machine Learning Approach. SN Comput. Sci. 4 (2) (2023)
Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases. BI (2023)
Cosimo Ieracitano, Mufti Mahmud, Maryam Doborjeh, Aimé Lay-Ekuakille
Editorial Topical Collection: "Explainable and Augmented Machine Learning for Biosignals and Biomedical Images". Sensors 23 (24) (2023)
Tapotosh Ghosh, Md. Hasan Al Banna, M. Jaber Al Nahian, Mohammed Nasir Uddin, M. Shamim Kaiser, Mufti Mahmud
An attention-based hybrid architecture with explainability for depressive social media text detection in Bangla. Expert Syst. Appl. 213 (Part) (2023)
Zakia Batool Turabee, Sean Haddick, David J. Brown, Sarah Seymour-Smith, Mufti Mahmud, Andrew M. Burton, Nicholas Shopland
The Use of Explainable Sensor Systems in Classroom Settings - Teacher, Student and Parent Voices on the Value of Sensor Systems. HCI (11) (2023)
Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease. SSCI (2023)
Saket Kumar, Rajkumar Viral, Vikas Deep, Purushottam Sharma, Manoj Kumar, Mufti Mahmud, Thompson Stephan
Forecasting major impacts of COVID-19 pandemic on country-driven sectors: challenges, lessons, and future roadmap. Pers. Ubiquitous Comput. 27 (3) (2023)
Shakila Shafiq, Sabbir Ahmed, M. Shamim Kaiser, Mufti Mahmud, Md. Shahadat Hossain, Karl Andersson
Comprehensive Analysis of Nature-Inspired Algorithms for Parkinson's Disease Diagnosis. IEEE Access 11 (2023)
Saiful Azad, Ahmed Ali Neffati, Mufti Mahmud, M. Shamim Kaiser, Muhammad Raisuddin Ahmed, Joarder Kamruzzaman
UDTN-RS: A New Underwater Delay Tolerant Network Routing Protocol for Coastal Patrol and Surveillance. IEEE Access 11 (2023)
Carlos Trenado, Ignacio Méndez Balbuena, Alena Damborská, Amir Hussain, Mufti Mahmud, Mohammad Reza Daliri
Editorial: The new frontier in brain network physiology: from temporal dynamics to the principles of integration in physiological brain networks. Frontiers Comput. Neurosci. 17 (2023)
Ashis Paul, Arpan Basu, Mufti Mahmud, M. Shamim Kaiser, Ram Sarkar
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-rays. Neural Comput. Appl. 35 (22) (2023)
Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Kazi Abu Taher, Mohammad Shahadat Hossain, Karl Andersson
A Hybrid Deep Learning Model to Predict the Impact of COVID-19 on Mental Health From Social Media Big Data. IEEE Access 11 (2023)
Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian
Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms. WI/IAT (2023)
Marcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alessandro Leparulo, Roberto Fontana, Stefano Vassanelli, Cristina Fassolato
Detection of Healthy and Unhealthy Brain States from Local Field Potentials Using Machine Learning. BI (2022)
Thomas Hughes-Roberts, Vanessa Cui, Mufti Mahmud, David J. Brown
Leveraging Virtual Reality and Machine Learning as Mediated Learning Tools for Social Skill Development in Learners with Autism Spectrum Condition. HCI (8) (2022)
Nagaraj V. Dharwadkar, Mufti Mahmud, Ashutosh A. Lonikar, David J. Brown
A Medical Image Steganography Scheme with High Embedding Capacity to Solve Falling-Off Boundary Problem Using Pixel Value Difference Method. ICONIP (7) (2022)
Indrajeet Kumar, Abhishek Kumar, V. D. Ambeth Kumar, Ramani Kannan, Vrince Vimal, Kamred Udham Singh, Mufti Mahmud
Dense Tissue Pattern Characterization Using Deep Neural Network. Cogn. Comput. 14 (5) (2022)
Sagnik Sarkar, Shaashwat Agrawal, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown
Privacy-Preserving Federated Learning for Pneumonia Diagnosis. ICONIP (7) (2022)
Bhawana, Sushil Kumar, Rajkumar Singh Rathore, Mufti Mahmud, Omprakash Kaiwartya, Jaime Lloret
BEST - Blockchain-Enabled Secure and Trusted Public Emergency Services for Smart Cities Environment. Sensors 22 (15) (2022)
Tanu Wadhera, Mufti Mahmud, David J. Brown
A Deep Concatenated Convolutional Neural Network-Based Method to Classify Autism. ICONIP (7) (2022)
Noushath Shaffi, Faizal Hajamohideen, Mufti Mahmud, Abdelhamid Abdesselam, Karthikeyan Subramanian, Arwa Al Sariri
Triplet-Loss Based Siamese Convolutional Neural Network for 4-Way Classification of Alzheimer's Disease. BI (2022)
Muhammad Arifur Rahman, David J. Brown, Nicholas Shopland, Andrew M. Burton, Mufti Mahmud
Explainable Multimodal Machine Learning for Engagement Analysis by Continuous Performance Test. HCI (8) (2022)
Sudhanshu Kumar Jha, Shiv Prakash, Rajkumar Singh Rathore, Mufti Mahmud, Omprakash Kaiwartya, Jaime Lloret
Quality-of-Service-Centric Design and Analysis of Unmanned Aerial Vehicles. Sensors 22 (15) (2022)
Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease. AII (2022)
Neelu Jyothi Ahuja, Monika Thapliyal, Akanksha Bisht, Thompson Stephan, Ramani Kannan, Mabrook S. Al-Rakhami, Mufti Mahmud
An Investigative Study on the Effects of Pedagogical Agents on Intrinsic, Extraneous and Germane Cognitive Load: Experimental Findings With Dyscalculia and Non-Dyscalculia Learners. IEEE Access 10 (2022)
Abeda Asma, Dilshad Noor Mostafa, Koli Akter, Mufti Mahmud, Muhammed J. A. Patwary
Fuzziness Based Semi-supervised Deep Learning for Multimodal Image Classification. MIET (2) (2022)
Francesco Bonacini, Mufti Mahmud, David J. Brown
Towards the Development of a Machine Learning-Based Action Recognition Model to Support Positive Behavioural Outcomes in Students with Autism. ICONIP (5) (2022)
Kuryati Kipli, Aisya Amelia Abdul Latip, Kasumawati Lias, Norazlina Bateni, Salmah Mohamad Yusoff, Jamaah Suud, M. A. Jalil, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud
Evaluation of Galvanic Skin Response (GSR) Signals Features for Emotion Recognition. AII (2022)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
Channel-independent recreation of artefactual signals in chronically recorded local field potentials using machine learning. Brain Informatics 9 (1) (2022)
Pinky Bai, Sushil Kumar, Geetika Aggarwal, Mufti Mahmud, Omprakash Kaiwartya, Jaime Lloret
Self-Sovereignty Identity Management Model for Smart Healthcare System. Sensors 22 (13) (2022)
Tanu Wadhera, Mufti Mahmud
Influences of Social Learning in Individual Perception and Decision Making in People with Autism: A Computational Approach. BI (2022)
Muhammad Arifur Rahman, David J. Brown, Nicholas Shopland, Matthew C. Harris, Zakia Batool Turabee, Nadja Heym, Alexander Sumich, Brad Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis, Mufti Mahmud
Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data. BI (2022)
Samuel Sutton, Mufti Mahmud, Rishi Singh, Luis Yovera
Identification of Crown and Rump in First-Trimester Ultrasound Images Using Deep Convolutional Neural Network. AII (2022)
Jasiya Fairiz Raisa, M. Shamim Kaiser, Mufti Mahmud
A Machine Learning Approach for Early Detection of Postpartum Depression in Bangladesh. BI (2022)
Muhammad Hussain, Tianhua Chen, Sofya Titrenko, Pan Su, Mufti Mahmud
A Gradient Guided Architecture Coupled With Filter Fused Representations for Micro-Crack Detection in Photovoltaic Cell Surfaces. IEEE Access 10 (2022)
Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2 (2) (2022)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
Artefact Detection in Chronically Recorded Local Field Potentials: An Explainable Machine Learning-based Approach. IJCNN (2022)
B. Deepa, M. Murugappan, M. G. Sumithra, Mufti Mahmud, Mabrook S. Al-Rakhami
Pattern Descriptors Orientation and MAP Firefly Algorithm Based Brain Pathology Classification Using Hybridized Machine Learning Algorithm. IEEE Access 10 (2022)
Saiful Azad, M. Ariful Hoque, Nahim Ahmed Rimon, M. Mahabub Sazid Habib, Mufti Mahmud, M. Shamim Kaiser, M. Rezaul Karim
A Reviewer Recommender System for Scientific Articles Using a New Similarity Threshold Discovery Technique. TCCE (2022)
Tapotosh Ghosh, Md. Hasan Al Banna, M. Jaber Al Nahian, M. Shamim Kaiser, Mufti Mahmud, Shaobao Li, Nelishia Pillay
A Privacy-Preserving Federated-MobileNet for Facial Expression Detection from Images. AII (2022)
Nicholas Shopland, David J. Brown, Linda Daniela, Arta Rudolfa, Astra Rudolfa, Muhammad Arifur Rahman, Andrew M. Burton, Mufti Mahmud, Karel Van Isacker
Improving Accessibility and Personalisation for HE Students with Disabilities in Two Countries in the Indian Subcontinent - Initial Findings. HCI (8) (2022)
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
Towards Explainable and Privacy-Preserving Artificial Intelligence for Personalisation in Autism Spectrum Disorder. HCI (8) (2022)
Karam Kumar Sahoo, Ridam Hazra, Muhammad Fazal Ijaz, SeongKi Kim, Pawan Kumar Singh, Mufti Mahmud
MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals. IEEE Access 10 (2022)
Marzia Hoque Tania, M. Shamim Kaiser, Antesar M. Shabut, Kamal J. AbuHassan, Mufti Mahmud, M. Alamgir Hossain
iTB-test: An Intelligent Image-enabled Diagnostic System for In Vitro Screening of Infectious Diseases. SKIMA (2022)
Pranta Biswas, Fahmida Islam Ireen, Fairooz Ahsan Nawar, Maisha Tabassum, Muhammad Arifur Rahman, Mufti Mahmud, M. Shamim Kaiser, David J. Brown
A Nonparametric Model for Forecasting Life Expectancy at Birth Using Gaussian Process. AII (2022)
Mainak Adak, Aayushman Chatterjee, Nilanjana Dutta Roy, Mufti Mahmud
iConDet2: An Improved Conjunctivitis Detection Portable Healthcare App Powered by Artificial Intelligence. AII (2022)
Gotam Singh Lalotra, Vinod Kumar, Abhishek Bhatt, Tianhua Chen, Mufti Mahmud
iReTADS: An Intelligent Real-Time Anomaly Detection System for Cloud Communications Using Temporal Data Summarization and Neural Network. Secur. Commun. Networks 2022 (2022)
Muhammad R. Ahmed, Thirein Myo, Badar Al Baroomi, M. H. Marhaban, M. Shamim Kaiser, Mufti Mahmud
A Novel Framework to Detect Anomalous Nodes to Secure Wireless Sensor Networks. AII (2022)
Tanu Wadhera, Mufti Mahmud
Computing Hierarchical Complexity of the Brain from Electroencephalogram Signals: A Graph Convolutional Network-based Approach. IJCNN (2022)
K. Shayekh Ebne Mizan, M. Shamim Kaiser, Shamim Al Mamun, Milon Biswas, Nusrat Zerin Zenia, Mufti Mahmud, Abzetdin Adamov
Indoor Positioning and Navigation Using Bluetooth Low Energy and Cloud Service in Healthcare Perspective. AII (2022)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, M. Shamim Kaiser
ABOT: an open-source online benchmarking tool for machine learning-based artefact detection and removal methods from neuronal signals. Brain Informatics 9 (1) (2022)
Mufti Mahmud, M. Shamim Kaiser, T. Martin McGinnity, Amir Hussain
Deep Learning in Mining Biological Data. Cogn. Comput. 13 (1) (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, M. Shamim Kaiser, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone, Jianhui Chen
SANTIA: a Matlab-based open-source toolbox for artifact detection and removal from extracellular neuronal signals. Brain Informatics 8 (1) (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
Anomaly Detection in Invasively Recorded Neuronal Signals Using Deep Neural Network: Effect of Sampling Frequency. AII (2021)
Renuka Veerappa Tali, Surekha Borra, Mufti Mahmud
Detection and Classification of Leukocytes in Blood Smear Images: State of the Art and Challenges. Int. J. Ambient Comput. Intell. 12 (2) (2021)
Rishi Singh, Mufti Mahmud, Luis Yovera
Classification of First Trimester Ultrasound Images Using Deep Convolutional Neural Network. AII (2021)
Giuseppe Varone, Zain U. Hussain, Zakariya Sheikh, Adam Howard, Wadii Boulila, Mufti Mahmud, Newton Howard, Francesco Carlo Morabito, Amir Hussain
Real-Time Artifacts Reduction during TMS-EEG Co-Registration: A Comprehensive Review on Technologies and Procedures. Sensors 21 (2) (2021)
Oluwatamilore Orojo, Jonathan Tepper, T. M. McGinnity, Mufti Mahmud
Sluggish State-Based Neural Networks Provide State-of-the-art Forecasts of Covid-19 Cases. AII (2021)
Kuryati Kipli, Paul Lee Jaw Bin, Sam Huai En, Annie Joseph, Hushairi Zen, Brandon Gan Yong Kien, M. A. Jalil, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud
Oil Palm Tree Detection and Counting for Precision Farming Using Deep Learning CNN. TCCE (2021)
Prateeti Mukherjee, Ishita Bhattacharyya, Meghma Mullick, Rahul Kumar, Nilanjana Dutta Roy, Mufti Mahmud
iConDet: An Intelligent Portable Healthcare App for the Detection of Conjunctivitis. AII (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi
On-Chip Machine Learning for Portable Systems: Application to Electroencephalography-based Brain-Computer Interfaces. IJCNN (2021)
Sh-Hussain Salleh, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Hadrina Sh-Hussain, Muhammad Arif Jalil, A. L. Ahmad Zubaidi, Syed Zuhaib Haider Rizvi, Kuryati Kipli, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud, Jalil Ali
Classification of ECG Ventricular Beats Assisted by Gaussian Parameters' Dictionary. TCCE (2021)
Himadri Mukherjee, Priyanka Sreerama, Ankita Dhar, Sk Md Obaidullah, Kaushik Roy, Mufti Mahmud, K. C. Santosh
Automatic Lung Health Screening Using Respiratory Sounds. J. Medical Syst. 45 (2) (2021)
Sheikh Hussain Shaikh Salleh, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Hadrina Sh-Hussain, Muhammad Arif Jalil, Ahmad Zubaidi Abdul Latif, Syed Zuhaib Haider Rizvi, Kuryati Kipli, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud, Jalil Ali
A Brief Review of Computation Techniques for ECG Signal Analysis. TCCE (2021)
Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone
Signal Power Affects Artefact Detection Accuracy in Chronically Recorded Local Field Potentials: Preliminary Results. NER (2021)
M. Jaber Al Nahian, Tapotosh Ghosh, Md. Hasan Al Banna, Mohammed A. Aseeri, Mohammed Nasir Uddin, Muhammad Raisuddin Ahmed, Mufti Mahmud, M. Shamim Kaiser
Towards an Accelerometer-Based Elderly Fall Detection System Using Cross-Disciplinary Time Series Features. IEEE Access 9 (2021)
Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud
Detecting Anomaly and Its Sources in Activities of Daily Living. SN Comput. Sci. 2 (1) (2021)

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Mufti Mahmud