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ORCIDMufti Mahmud
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- affiliation: University of Padova, Italy
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2020 – today
- 2024
[j84]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: 81938-81967 (2024)- [j83]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): 10 (2024) - [j82]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): 21 (2024) - [j81]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification. Brain Informatics 11(1): 25 (2024) - [j80]Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. 16(1): 1-44 (2024) - [j79]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): 45-74 (2024) - [j78]Yeaminul Haque, Rahat Shahriar Zawad, Chowdhury Saleh Ahmed Rony, Md. 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): 455-481 (2024) - [j77]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): 1300-1320 (2024) - [j76]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): 1331-1333 (2024) - [j75]Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud:
A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition. Cogn. Comput. 16(3): 1364-1378 (2024) - [j74]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): 1765-1777 (2024) - [j73]Mohammad Aljaidi, Omprakash Kaiwartya, Ghassan Samara, Ayoub Alsarhan, Mufti Mahmud, Sami M. Alenezi, Raed Alazaidah, Jaime Lloret:
Green Communication in IoT for Enabling Next-Generation Wireless Systems. Comput. 13(10): 251 (2024) - [j72]Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, M. Shamim Kaiser, Sobhana Jahan, Md. Abdur Razzaque:
iBUST: An intelligent behavioural trust model for securing industrial cyber-physical systems. Expert Syst. Appl. 238(Part B): 121676 (2024) - [j71]Nagaraj V. Dharwadkar, Ashutosh A. Lonikar, Mufti Mahmud:
High Embedding Capacity Color Image Steganography Scheme Using Pixel Value Differencing and Addressing the Falling-Off Boundary Problem. Int. J. Image Graph. 24(4): 2450047:1-2450047:25 (2024) - [j70]Noushath Shaffi, Karthikeyan Subramanian, Viswan Vimbi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud:
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. Int. J. Neural Syst. 34(7): 2450029:1-2450029:17 (2024) - [j69]Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury:
Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3. BMC Medical Informatics Decis. Mak. 24(1): 249 (2024) - [j68]Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury:
Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3. BMC Medical Informatics Decis. Mak. 24(1): 264 (2024) - [j67]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): 438 (2024) - [j66]Tanu Wadhera, Mufti Mahmud:
Computational Model of Functional Connectivity Distance Predicts Neural Alterations. IEEE Trans. Cogn. Dev. Syst. 16(3): 1041-1050 (2024) - [c109]Zahir Khan, M. Sabarimalai Manikandan, Mufti Mahmud:
Photoplethysmography Signal Quality Assessment Using Neighbour Edge Restricted Horizontal Visibility Graph and Machine Learning Classifiers. ECAI 2024: 1-6 - [c108]Teena Rai, Yuan Shen, Jun He, Mufti Mahmud, David J. Brown, Jaspreet Kaur, Emma O'Dowd, David R. Baldwin, Richard B. Hubbard:
Understanding Feature Importance of Prediction Models Based on Lung Cancer Primary Care Data. IJCNN 2024: 1-8 - [c107]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. IJCNN 2024: 1-8 - [i7]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 abs/2407.16721 (2024) - 2023
- [j65]Shakila Shafiq, Sabbir Ahmed, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson:
Comprehensive Analysis of Nature-Inspired Algorithms for Parkinson's Disease Diagnosis. IEEE Access 11: 1629-1653 (2023) - [j64]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: 12378-12393 (2023) - [j63]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: 64907-64927 (2023) - [j62]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: 77009-77022 (2023) - [j61]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: 142780-142793 (2023) - [j60]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): 5 (2023) - [j59]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): 14 (2023) - [j58]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): 1767-1812 (2023) - [j57]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): 119007 (2023) - [j56]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) - [j55]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): 16113-16127 (2023) - [j54]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): 807-830 (2023) - [j53]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): 653 (2023) - [j52]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): 3367 (2023) - [j51]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): 6716 (2023) - [j50]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): 9722 (2023) - [j49]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): 176 (2023) - [j48]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): 1718-1725 (2023) - [j47]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): 13654-13669 (2023) - [c106]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: 35-39 - [c105]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: 357-368 - [c104]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: 443-455 - [c103]Pratik S. Vyas, Sweta Bhattacharya, Mufti Mahmud:
Co-designing Education 4.0 in the Indian context. COMPUTE 2023: 94-99 - [c102]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: 602-608 - [c101]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: 453-468 - [c100]Gokul Yenduri, Rajesh Kaluri, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown:
Blockchain for Software Maintainability in Healthcare. ICDCN 2023: 420-424 - [c99]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: 488-498 - [c98]Noushath Shaffi, Viswan Vimbi, 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: 1328-1333 - [c97]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: 1334-1339 - [c96]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: 496-502 - [e7]Xingpeng Jiang, Haiying Wang, Reda Alhajj, Xiaohua Hu, Felix Engel, Mufti Mahmud, Nadia Pisanti, Xuefeng Cui, Hong Song:
IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, Istanbul, Turkiye, December 5-8, 2023. IEEE 2023, ISBN 979-8-3503-3748-8 [contents] - [e6]M. Shamim Kaiser, Sajjad Waheed, Anirban Bandyopadhyay, Mufti Mahmud, Kanad Ray:
Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering - TCCE 2022, Tangail, Bangladesh, 18-19 December 2022. Lecture Notes in Networks and Systems 618, Springer 2023, ISBN 978-981-19-9482-1 [contents] - [i6]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 abs/2305.11057 (2023) - 2022
- [j46]Bharathi 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: 3848-3863 (2022) - [j45]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: 3904-3922 (2022) - [j44]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: 58950-58964 (2022) - [j43]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: 100797-100811 (2022) - [j42]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): 1-17 (2022) - [j41]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): 19 (2022) - [j40]Indrajeet Kumar, Abhishek Kumar, Visvam Devadoss Ambeth Kumar, Ramani Kannan, Vrince Vimal, Kamred Udham Singh, Mufti Mahmud:
Dense Tissue Pattern Characterization Using Deep Neural Network. Cogn. Comput. 14(5): 1728-1751 (2022) - [j39]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): 22501 (2022) - [j38]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: 9149164:1-9149164:15 (2022) - [j37]Pinky Bai, Sushil Kumar, Geetika Aggarwal, Mufti Mahmud, Omprakash Kaiwartya, Jaime Lloret:
Self-Sovereignty Identity Management Model for Smart Healthcare System. Sensors 22(13): 4714 (2022) - [j36]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): 5477 (2022) - [j35]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): 5733 (2022) - [c95]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: 102-116 - [c94]Mainak Adak, Aayushman Chatterjee, Nilanjana Dutta Roy, Mufti Mahmud:
iConDet2: An Improved Conjunctivitis Detection Portable Healthcare App Powered by Artificial Intelligence. AII 2022: 205-218 - [c93]Noushath Shaffi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud, Karthikeyan Subramanian:
Ensemble Classifiers for a 4-Way Classification of Alzheimer's Disease. AII 2022: 219-230 - [c92]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: 231-247 - [c91]Kuryati Kipli, Aisya Amelia Abdul Latip, Kasumawati Lias, Norazlina Bateni, Salmah Mohamad Yusoff, Jamaah Suud, Muhammad Arif Jalil, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud:
Evaluation of Galvanic Skin Response (GSR) Signals Features for Emotion Recognition. AII 2022: 260-274 - [c90]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: 277-292 - [c89]K. Shayekh Ebne Mizan, M. Shamim Kaiser, Shamim Al Mamun, Milon Biswas, Nusrat Zerin Zenia, Mufti Mahmud, Abzetdin Z. Adamov:
Indoor Positioning and Navigation Using Bluetooth Low Energy and Cloud Service in Healthcare Perspective. AII 2022: 452-466 - [c88]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: 499-510 - [c87]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: 27-39 - [c86]Tanu Wadhera, Mufti Mahmud:
Influences of Social Learning in Individual Perception and Decision Making in People with Autism: A Computational Approach. BI 2022: 50-61 - [c85]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: 195-209 - [c84]Jasiya Fairiz Raisa, M. Shamim Kaiser, Mufti Mahmud:
A Machine Learning Approach for Early Detection of Postpartum Depression in Bangladesh. BI 2022: 241-252 - [c83]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: 277-287 - [c82]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: 110-122 - [c81]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: 231-240 - [c80]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: 356-370 - [c79]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: 386-399 - [c78]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: 320-332 - [c77]Sagnik Sarkar, Shaashwat Agrawal, Thippa Reddy Gadekallu, Mufti Mahmud, David J. Brown:
Privacy-Preserving Federated Learning for Pneumonia Diagnosis. ICONIP (7) 2022: 345-356 - [c76]Tanu Wadhera, Mufti Mahmud, David J. Brown:
A Deep Concatenated Convolutional Neural Network-Based Method to Classify Autism. ICONIP (7) 2022: 446-458 - [c75]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: 584-596 - [c74]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
Artefact Detection in Chronically Recorded Local Field Potentials: An Explainable Machine Learning-based Approach. IJCNN 2022: 1-7 - [c73]Tanu Wadhera, Mufti Mahmud:
Computing Hierarchical Complexity of the Brain from Electroencephalogram Signals: A Graph Convolutional Network-based Approach. IJCNN 2022: 1-6 - [c72]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: 91-105 - [c71]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: 1-6 - [c70]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: 503-518 - [e5]Mufti Mahmud, Cosimo Ieracitano, M. Shamim Kaiser, Nadia Mammone, Francesco Carlo Morabito:
Applied Intelligence and Informatics - Second International Conference, AII 2022, Reggio Calabria, Italy, September 1-3, 2022, Proceedings. Communications in Computer and Information Science 1724, Springer 2022, ISBN 978-3-031-24800-9 [contents] - [e4]Mufti Mahmud, Jing He, Stefano Vassanelli, André Van Zundert, Ning Zhong:
Brain Informatics - 15th International Conference, BI 2022, Padua, Italy, July 15-17, 2022, Proceedings. Lecture Notes in Computer Science 13406, Springer 2022, ISBN 978-3-031-15036-4 [contents] - 2021
- [j34]M. Shamim Kaiser, Mufti Mahmud, Manan Binth Taj Noor, Nusrat Zerin Zenia, Shamim Al Mamun, K. M. Abir Mahmud, Saiful Azad, V. N. Manjunath Aradhya, Punitha Stephan, Thompson Stephan, Ramani Kannan, Mohammed Hanif, Tamanna Sharmeen, Tianhua Chen, Amir Hussain:
iWorksafe: Towards Healthy Workplaces During COVID-19 With an Intelligent Phealth App for Industrial Settings. IEEE Access 9: 13814-13828 (2021) - [j33]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: 39413-39431 (2021) - [j32]Md. Hasan Al Banna, Tapotosh Ghosh, M. Jaber Al Nahian, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud, Mohammad Shahadat Hossain, Karl Andersson:
Attention-Based Bi-Directional Long-Short Term Memory Network for Earthquake Prediction. IEEE Access 9: 56589-56603 (2021) - [j31]Shakila Zaman, Khaled Alhazmi, Mohammed A. Aseeri, Muhammad Raisuddin Ahmed, Risala Tasin Khan, M. Shamim Kaiser, Mufti Mahmud:
Security Threats and Artificial Intelligence Based Countermeasures for Internet of Things Networks: A Comprehensive Survey. IEEE Access 9: 94668-94690 (2021) - [j30]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): 14 (2021) - [j29]Mufti Mahmud, M. Shamim Kaiser, T. Martin McGinnity, Amir Hussain:
Deep Learning in Mining Biological Data. Cogn. Comput. 13(1): 1-33 (2021) - [j28]V. N. Manjunath Aradhya, Mufti Mahmud, D. S. Guru, Basant Agarwal, M. Shamim Kaiser:
One-shot Cluster-Based Approach for the Detection of COVID-19 from Chest X-ray Images. Cogn. Comput. 13(4): 873-881 (2021) - [j27]Avinash Kumar Singh, Guillermo Sahonero-Alvarez, Mufti Mahmud, Luigi Bianchi:
Towards Bridging the Gap Between Computational Intelligence and Neuroscience in Brain-Computer Interfaces With a Common Description of Systems and Data. Frontiers Neuroinformatics 15: 699840 (2021) - [j26]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): 111-139 (2021) - [j25]Himadri Mukherjee, Priyanka Sreerama, Ankita Dhar, Sk Md Obaidullah, Kaushik Roy, Mufti Mahmud, KC Santosh:
Automatic Lung Health Screening Using Respiratory Sounds. J. Medical Syst. 45(2): 19 (2021) - [j24]Md. Shahriare Satu, Md. Imran Khan, Mufti Mahmud, Shahadat Uddin, Matthew A. Summers, Julian M. W. Quinn, Mohammad Ali Moni:
TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets. Knowl. Based Syst. 226: 107126 (2021) - [j23]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud:
Towards a data-driven adaptive anomaly detection system for human activity. Pattern Recognit. Lett. 145: 200-207 (2021) - [j22]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): 637 (2021) - [j21]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud:
Detecting Anomaly and Its Sources in Activities of Daily Living. SN Comput. Sci. 2(1): 14 (2021) - [c69]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: 29-42 - [c68]Abeer Alzubaidi, Jaspreet Kaur, Mufti Mahmud, David J. Brown, Jun He, Graham R. Ball, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard:
Selecting Lung Cancer Patients from UK Primary Care Data: A Longitudinal Study of Feature Trends. AII 2021: 43-59 - [c67]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
Anomaly Detection in Invasively Recorded Neuronal Signals Using Deep Neural Network: Effect of Sampling Frequency. AII 2021: 79-91 - [c66]Rishi Singh, Mufti Mahmud, Luis Yovera:
Classification of First Trimester Ultrasound Images Using Deep Convolutional Neural Network. AII 2021: 92-105 - [c65]Shamim Al Mamun, Mohammad Eusuf Daud, Mufti Mahmud, M. Shamim Kaiser, André Luis Debiaso Rossi:
ALO: AI for Least Observed People. AII 2021: 306-317 - [c64]Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
Sluggish State-Based Neural Networks Provide State-of-the-art Forecasts of Covid-19 Cases. AII 2021: 384-400 - [c63]Hadri Hussain, Chee-Ming Ting, Muhammad Arif Jalil, Kanad Ray, Syed Zuhaib Haider Rizvi, Jacob Kavikumar, Fuad M. Noman, Ahmad Zubaidi Ahmad Zubaidi, Yin Fen Low, Sh-Hussain, Mufti Mahmud, M. Shamim Kaiser, Jalil Ali:
Identifying Individuals Using EEG-Based Brain Connectivity Patterns. BI 2021: 124-135 - [c62]Shamim Al Mamun, M. Shamim Kaiser, Mufti Mahmud:
An Artificial Intelligence Based Approach Towards Inclusive Healthcare Provisioning in Society 5.0: A Perspective on Brain Disorder. BI 2021: 157-169 - [c61]Tapotosh Ghosh, Md. Hasan Al Banna, Tazkia Mim Angona, M. Jaber Al Nahian, Mohammed Nasir Uddin, M. Shamim Kaiser, Mufti Mahmud:
An Attention-Based Mood Controlling Framework for Social Media Users. BI 2021: 245-256 - [c60]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
A Matlab-Based Open-Source Toolbox for Artefact Removal from Extracellular Neuronal Signals. BI 2021: 351-365 - [c59]Tania Akter, Mohammad Hanif Ali, Md. Shahriare Satu, Md. Imran Khan, Mufti Mahmud:
Towards Autism Subtype Detection Through Identification of Discriminatory Factors Using Machine Learning. BI 2021: 401-410 - [c58]Milon Biswas, Ashiqur Rahman, M. Shamim Kaiser, Shamim Al Mamun, K. Shayekh Ebne Mizan, Mohammad Shahidul Islam, Mufti Mahmud:
Indoor Navigation Support System for Patients with Neurodegenerative Diseases. BI 2021: 411-422 - [c57]Milon Biswas, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun, Mohammad Shahadat Hossain, Muhammad Arifur Rahman:
An XAI Based Autism Detection: The Context Behind the Detection. BI 2021: 448-459 - [c56]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
On-Chip Machine Learning for Portable Systems: Application to Electroencephalography-based Brain-Computer Interfaces. IJCNN 2021: 1-8 - [c55]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: 166-169 - [c54]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, David Ada Adama:
A Centralised Cloud-Based Monitoring System for Older Adults in a Community. SMC 2021: 2439-2443 - [c53]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: 223-234 - [c52]Farzana Haque Chowdhury, Roksana Akter Raisa, Md. Sharif Uddin Azad, M. Shamim Kaiser, Mufti Mahmud:
Low-Cost Stand-Alone Smart Irrigation System: A Case Study. TCCE 2021: 349-356 - [c51]Anita Garhwal, Muhammad Arif Jalil, Mufti Mahmud, M. Shamim Kaiser, Kanad Ray, Preecha P. Yupapin, Prakasit Prabpal, Syed Zuhaib Haider Rizvi, Kavikumar Jacob, Anirban Bandyopadhyay, Jalil Ali:
Drop-Shaped Fractal Patch Antenna for THz Applications. TCCE 2021: 405-410 - [c50]Jarin Tasnim Ritu, Md. Shahadat Hossen Shakil, Md. Nahian Imtiaz Hasan, Shamim Al Mamun, M. Shamim Kaiser, Mufti Mahmud:
Facial Detection for Neonatal Infant Pain Using Facial Geometry Features and LBP. TCCE 2021: 509-518 - [c49]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: 533-548 - [c48]Kuryati Kipli, Paul Lee Jaw Bin, Sam Huai En, Annie Joseph, Hushairi Zen, Brandon Gan Yong Kien, Muhammad Arif Jalil, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud:
Oil Palm Tree Detection and Counting for Precision Farming Using Deep Learning CNN. TCCE 2021: 549-560 - [c47]Marcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone:
Interpretable Model for Artefact Detection in Local Field Potentials via Feature Extraction and Decision Trees. UKCI 2021: 288-299 - [c46]Tianhua Chen, Changjing Shang, Pan Su, Yinghua Shen, Mufti Mahmud, Raymond Moodley, Grigoris Antoniou, Qiang Shen:
Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection. UKCI 2021: 450-462 - [e3]Mufti Mahmud, M. Shamim Kaiser, Nikola K. Kasabov, Khan Iftekharuddin, Ning Zhong:
Applied Intelligence and Informatics - First International Conference, AII 2021, Nottingham, UK, July 30-31, 2021, Proceedings. Communications in Computer and Information Science 1435, Springer 2021, ISBN 978-3-030-82268-2 [contents] - [e2]Mufti Mahmud, M. Shamim Kaiser, Stefano Vassanelli, Qionghai Dai, Ning Zhong:
Brain Informatics - 14th International Conference, BI 2021, Virtual Event, September 17-19, 2021, Proceedings. Lecture Notes in Computer Science 12960, Springer 2021, ISBN 978-3-030-86992-2 [contents] - 2020
- [j20]Lotfi Farah, Amir Hussain, Abdelfateh Kerrouche, Cosimo Ieracitano, Jamil Ahmad, Mufti Mahmud:
A Highly-Efficient Fuzzy-Based Controller With High Reduction Inputs and Membership Functions for a Grid-Connected Photovoltaic System. IEEE Access 8: 163225-163237 (2020) - [j19]Md. Hasan Al Banna, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud, Md. Sazzadur Rahman, A. S. M. Sanwar Hosen, Gi Hwan Cho:
Application of Artificial Intelligence in Predicting Earthquakes: State-of-the-Art and Future Challenges. IEEE Access 8: 192880-192923 (2020) - [j18]Manan Binth Taj Noor, Nusrat Zerin Zenia, M. Shamim Kaiser, Shamim Al Mamun, Mufti Mahmud:
Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer's disease, Parkinson's disease and schizophrenia. Brain Informatics 7(1): 11 (2020) - [j17]Ryan Sharpe, Mufti Mahmud, M. Shamim Kaiser, Jianhui Chen:
Gamma entrainment frequency affects mood, memory and cognition: an exploratory pilot study. Brain Informatics 7(1): 17 (2020) - [j16]Lihong Chen, Jianzhuo Yan, Jianhui Chen, Ying Sheng, Zhe Xu, Mufti Mahmud:
An event based topic learning pipeline for neuroimaging literature mining. Brain Informatics 7(1): 18 (2020) - [j15]Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman:
TeKET: a Tree-Based Unsupervised Keyphrase Extraction Technique. Cogn. Comput. 12(4): 811-833 (2020) - [j14]Nilanjan Dey, V. Rajinikanth, Simon James Fong, M. Shamim Kaiser, Mufti Mahmud:
Social Group Optimization-Assisted Kapur's Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images. Cogn. Comput. 12(5): 1011-1023 (2020) - [c45]Ryan Sharpe, Mufti Mahmud:
Effect of the Gamma Entrainment Frequency in Pertinence to Mood, Memory and Cognition. BI 2020: 50-61 - [c44]Juan Ruiz, Mufti Mahmud, Md. Modasshir, M. Shamim Kaiser:
3D DenseNet Ensemble in 4-Way Classification of Alzheimer's Disease. BI 2020: 85-96 - [c43]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
Machine Learning in Analysing Invasively Recorded Neuronal Signals: Available Open Access Data Sources. BI 2020: 151-162 - [c42]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi:
Effectiveness of Employing Multimodal Signals in Removing Artifacts from Neuronal Signals: An Empirical Analysis. BI 2020: 183-193 - [c41]Md. Nahiduzzaman, Moumitu Tasnim, Nishat Tasnim Newaz, M. Shamim Kaiser, Mufti Mahmud:
Machine Learning Based Early Fall Detection for Elderly People with Neurological Disorder Using Multimodal Data Fusion. BI 2020: 204-214 - [c40]Shelia Rahman, Tanusree Sharma, Mufti Mahmud:
Improving Alcoholism Diagnosis: Comparing Instance-Based Classifiers Against Neural Networks for Classifying EEG Signal. BI 2020: 239-250 - [c39]Md. Hasan Al Banna, Tapotosh Ghosh, Kazi Abu Taher, M. Shamim Kaiser, Mufti Mahmud:
A Monitoring System for Patients of Autism Spectrum Disorder Using Artificial Intelligence. BI 2020: 251-262 - [c38]Sabrina Jesmin, M. Shamim Kaiser, Mufti Mahmud:
Artificial and Internet of Healthcare Things Based Alzheimer Care During COVID 19. BI 2020: 263-274 - [c37]M. Jaber Al Nahian, Tapotosh Ghosh, Mohammed Nasir Uddin, Md. Maynul Islam, Mufti Mahmud, M. Shamim Kaiser:
Towards Artificial Intelligence Driven Emotion Aware Fall Monitoring Framework Suitable for Elderly People with Neurological Disorder. BI 2020: 275-286 - [c36]Md. Shahriare Satu, Shelia Rahman, Md. Imran Khan, Mohammad Zoynul Abedin, M. Shamim Kaiser, Mufti Mahmud:
Towards Improved Detection of Cognitive Performance Using Bidirectional Multilayer Long-Short Term Memory Neural Network. BI 2020: 297-306 - [c35]Diana Frost, Mufti Mahmud:
Strengthening Health Systems in Low-Income Countries: A Stakeholder Engagement Framework. EGOV-CeDEM-ePart-* 2020: 215-222 - [c34]Md. Murshedul Arifeen, Dip Bhakta, Sm Rakibul Hasan Remu, Md. Maynul Islam, Mufti Mahmud, M. Shamim Kaiser:
Hidden Markov Model based Trust Management Model for Underwater Wireless Sensor Networks. ICCA 2020: 10:1-10:5 - [c33]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Avarua, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone:
Neural Network-based Artifact Detection in Local Field Potentials Recorded from Chronically Implanted Neural Probes. IJCNN 2020: 1-8 - [c32]Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. IJCNN 2020: 1-7 - [c31]Johanna Watkins, Marcos Fabietti, Mufti Mahmud:
SENSE: a Student Performance Quantifier using Sentiment Analysis. IJCNN 2020: 1-6 - [c30]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud:
Towards the Development of an Adaptive System for Detecting Anomaly in Human Activities. SSCI 2020: 534-541 - [c29]Marcos Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone:
Adaptation of Convolutional Neural Networks for Multi-Channel Artifact Detection in Chronically Recorded Local Field Potentials. SSCI 2020: 1607-1613 - [c28]Sabrina Jesmin, M. Shamim Kaiser, Mufti Mahmud:
Towards Artificial Intelligence Driven Stress monitoring for mental wellbeing tracking During COVID-19. WI/IAT 2020: 845-851 - [e1]Mufti Mahmud, Stefano Vassanelli, M. Shamim Kaiser, Ning Zhong:
Brain Informatics - 13th International Conference, BI 2020, Padua, Italy, September 19, 2020, Proceedings. Lecture Notes in Computer Science 12241, Springer 2020, ISBN 978-3-030-59276-9 [contents] - [i5]Mufti Mahmud, M. Shamim Kaiser, Amir Hussain:
Deep Learning in Mining Biological Data. CoRR abs/2003.00108 (2020)
2010 – 2019
- 2019
- [j13]Saiful Azad, Noor Elya Afiqah Che Nordin, Nur Nadhirah Ab Rasul, Mufti Mahmud, Kamal Z. Zamli:
A Secure Hybrid Authentication Scheme Using Passpoints and Press Touch Code. IEEE Access 7: 166043-166053 (2019) - [j12]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud:
A Consensus Novelty Detection Ensemble Approach for Anomaly Detection in Activities of Daily Living. Appl. Soft Comput. 83 (2019) - [j11]Md. Asif-Ur-Rahman, Fariha Afsana, Mufti Mahmud, M. Shamim Kaiser, Muhammad R. Ahmed, Omprakash Kaiwartya, Anne James-Taylor:
Toward a Heterogeneous Mist, Fog, and Cloud-Based Framework for the Internet of Healthcare Things. IEEE Internet Things J. 6(3): 4049-4062 (2019) - [c27]Manan Binth Taj Noor, Nusrat Zerin Zenia, M. Shamim Kaiser, Mufti Mahmud, Shamim Al Mamun:
Detecting Neurodegenerative Disease from MRI: A Brief Review on a Deep Learning Perspective. BI 2019: 115-125 - [c26]Hafsa Moontari Ali, M. Shamim Kaiser, Mufti Mahmud:
Application of Convolutional Neural Network in Segmenting Brain Regions from MRI Data. BI 2019: 136-146 - [c25]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud:
A similarity measure approach for identifying causes of anomaly in activities of daily living. PETRA 2019: 575-579 - [c24]Salisu Wada Yahaya, Ahmad Lotfi, Mufti Mahmud, Pedro Machado, Naoyuki Kubota:
Gesture Recognition Intermediary Robot for Abnormality Detection in Human Activities. SSCI 2019: 1415-1421 - [c23]Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
A Multi-recurrent Network for Crude Oil Price Prediction. SSCI 2019: 2940-2945 - 2018
- [j10]Fariha Afsana, Md. Asif-Ur-Rahman, Muhammad R. Ahmed, Mufti Mahmud, M. Shamim Kaiser:
An Energy Conserving Routing Scheme for Wireless Body Sensor Nanonetwork Communication. IEEE Access 6: 9186-9200 (2018) - [j9]Ahmed Aliyu, Abdul Hanan Abdullah, Nauman Aslam, Ayman Altameem, Raja Zahilah Radzi, Rupak Kharel, Mufti Mahmud, Shiv Prakash, Mohammed Joda Usman:
Interference-Aware Multipath Video Streaming in Vehicular Environments. IEEE Access 6: 47610-47626 (2018) - [j8]Mufti Mahmud, M. Shamim Kaiser, Mohammed Mostafizur Rahman, M. Arifur Rahman, Antesar M. Shabut, Shamim Al Mamun, Amir Hussain:
A Brain-Inspired Trust Management Model to Assure Security in a Cloud Based IoT Framework for Neuroscience Applications. Cogn. Comput. 10(5): 864-873 (2018) - [j7]Mohammed Shamim Kaiser, Khin T. Lwin, Mufti Mahmud, Donya Hajializadeh, Tawee Chaipimonplin, Ahmed Sarhan, Mohammed Alamgir Hossain:
Advances in Crowd Analysis for Urban Applications Through Urban Event Detection. IEEE Trans. Intell. Transp. Syst. 19(10): 3092-3112 (2018) - [j6]Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli:
Applications of Deep Learning and Reinforcement Learning to Biological Data. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2063-2079 (2018) - [c22]Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array. BioCAS 2018: 1-4 - [c21]Anjum Ismail Sumi, Most. Fatematuz Zohora, Maliha Mahjabeen, Tasnova Jahan Faria, Mufti Mahmud, M. Shamim Kaiser:
fASSERT: A Fuzzy Assistive System for Children with Autism Using Internet of Things. BI 2018: 403-412 - [c20]Tajim Md. Niamat Ullah Akhund, Md. Julkar Nayeen Mahi, A. N. M. Hasnat Tanvir, Mufti Mahmud, M. Shamim Kaiser:
ADEPTNESS: Alzheimer's Disease Patient Management System Using Pervasive Sensors - Early Prototype and Preliminary Results. BI 2018: 413-422 - [c19]Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini:
Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. HealthCom 2018: 1-6 - [c18]Md. Murshedul Arifeen, Zarin Tasnim, Mufti Mahmud, M. Shamim Kaiser:
Performance Analysis of MC-CDMA based Underwater Wireless Sensor Network. ICACCI 2018: 1919-1924 - [c17]Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman:
A Flexible Keyphrase Extraction Technique for Academic Literature. ICCSCI 2018: 553-563 - [i4]Fariha Afsana, Md. Asif-Ur-Rahman, Muhammad R. Ahmed, Mufti Mahmud, M. Shamim Kaiser:
An Energy Conserving Routing Scheme for Wireless Body Sensor Nanonetwork Communication. CoRR abs/1801.02621 (2018) - [i3]Mufti Mahmud, M. Shamim Kaiser, Mohammed Mostafizur Rahman, M. Arifur Rahman, Antesar M. Shabut, Shamim Al Mamun, Amir Hussain:
A Brain-Inspired Trust Management Model to Assure Security in a Cloud based IoT Framework for Neuroscience Applications. CoRR abs/1801.03984 (2018) - 2017
- [i2]Mufti Mahmud, M. Shamim Kaiser, Amir Hussain, Stefano Vassanelli:
Applications of Deep Learning and Reinforcement Learning to Biological Data. CoRR abs/1711.03985 (2017) - 2016
- [j5]Bin Luo, Amir Hussain, Mufti Mahmud, Jin Tang:
Advances in Brain-Inspired Cognitive Systems. Cogn. Comput. 8(5): 795-796 (2016) - [j4]Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli:
An Automated Method for Characterization of Evoked Single-Trial Local Field Potentials Recorded from Rat Barrel Cortex Under Mechanical Whisker Stimulation. Cogn. Comput. 8(5): 935-945 (2016) - [j3]M. Shamim Kaiser, Zamshed I. Chowdhury, Shamim Al Mamun, Amir Hussain, Mufti Mahmud:
A Neuro-Fuzzy Control System Based on Feature Extraction of Surface Electromyogram Signal for Solar-Powered Wheelchair. Cogn. Comput. 8(5): 946-954 (2016) - [c16]Roland Thewes, Gabriel Bertotti, Norman Dodel, Stefan Keil, Sven Schroder, Karl-Heinz Boven, Günther Zeck, Mufti Mahmud, Stefano Vassanelli:
Neural tissue and brain interfacing CMOS devices - An introduction to state-of-the-art, current and future challenges. ISCAS 2016: 1826-1829 - 2015
- [c15]Sven Schroder, Claudia Cecchetto, Stefan Keil, Mufti Mahmud, Evelin Brose, Ozgu Dogan, Gabriel Bertotti, Dirk Wolanski, Bernd Tillack, Jessica Schneidewind, Hassan Gargouri, Michael Arens, Jürgen Bruns, Bernd Szyszka, Stefano Vassanelli, Roland Thewes:
CMOS-compatible purely capacitive interfaces for high-density in-vivo recording from neural tissue. BioCAS 2015: 1-4 - [c14]Claudia Cecchetto, Mufti Mahmud, Stefano Vassanelli:
Anesthesia effect on single local field potentials variability in rat barrel cortex: Preliminary results. EMBC 2015: 4721-4724 - [c13]M. Shamim Kaiser, Zamshed I. Chowdhury, M. Shamim Mamun, Amir Hussain, Mufti Mahmud:
Solar Powered Wheel Chair for Physically Challenged People Using Surface EMG Signal. SSCI 2015: 833-836 - 2014
- [j2]Mufti Mahmud, Rocco Pulizzi, Eleni Vasilaki, Michele Giugliano:
QSpike tools: a generic framework for parallel batch preprocessing of extracellular neuronal signals recorded by substrate microelectrode arrays. Frontiers Neuroinformatics 8: 26 (2014) - [c12]Liaqat Ali, Amir Hussain, Jingpeng Li, Amir A. Shah, Unnam Sudhakar, Mufti Mahmud, Usman Zakir, X. Yan, Bin Luo, M. Rajak:
Intelligent image processing techniques for cancer progression detection, recognition and prediction in the human liver. CICARE 2014: 25-31 - [c11]Kamran Farooq, Jan Karasek, Hicham Atassi, Amir Hussain, Peipei Yang, Calum A. MacRae, Mufti Mahmud, Bin Luo, Warner V. Slack:
A novel cardiovascular decision support framework for effective clinical risk assessment. CICARE 2014: 117-124 - 2013
- [c10]Pawel Raif, Aleksandra Klos-Witkowska, Mufti Mahmud, R. Suchanek, Amir Hussain:
A brain-computer interface test-bench based on EEG signals for research and student training. CICARE 2013: 46-50 - [c9]Stanislaw Andrzej Rajba, Pawel Raif, Teresa Rajba, Mufti Mahmud:
Wireless sensor networks in application to patients health monitoring. CICARE 2013: 94-98 - [c8]Mufti Mahmud, Amir Hussain:
Towards Reduced EEG Based Brain-Computer Interfacing for Mobile Robot Navigation. MICAI (2) 2013: 413-422 - 2012
- [j1]Stefano Vassanelli, Mufti Mahmud, Stefano Girardi, Marta Maschietto:
On the Way to Large-Scale and High-Resolution Brain-Chip Interfacing. Cogn. Comput. 4(1): 71-81 (2012) - [c7]Mufti Mahmud, Davide Travalin, Amir Hussain, Stefano Girardi, Marta Maschietto, Florian Felderer, Stefano Vassanelli:
Single LFP Sorting for High-Resolution Brain-Chip Interfacing. BICS 2012: 329-337 - [c6]Mufti Mahmud, Mohammed Mostafizur Rahman, Stefano Vassanelli:
Na+ channels at postsynaptic muscle membrane affects synaptic transmission at Neuromuscular Junction: A simulation study. EMBC 2012: 3616-3619 - [c5]Mufti Mahmud, Davide Travalin, Amir Hussain:
Decoding Network Activity from LFPs: A Computational Approach. ICONIP (1) 2012: 584-591 - [c4]Stefano Vassanelli, Florian Felderer, Mufti Mahmud, Marta Maschietto, Stefano Girardi:
CyberRat Probes: High-Resolution Biohybrid Devices for Probing the Brain. Living Machines 2012: 274-285 - [i1]Abdur Rahman Bin Shahid, Shahriar Badsha, Md. Rethwan Kabeer, Junaid Ahsan, Mufti Mahmud:
A Non-Blind Watermarking Scheme for Gray Scale Images in Discrete Wavelet Transform Domain using Two Subbands. CoRR abs/1211.2699 (2012) - 2011
- [c3]Mohammed Mostafizur Rahman, Mufti Mahmud, Stefano Vassanelli:
Sodium channels' kinetics under self-gating condition at neuromuscular junction. BMEI 2011: 990-994 - [c2]Mufti Mahmud, Stefano Girardi, Marta Maschietto, Elisabetta Pasqualotto, Stefano Vassanelli:
An automated method to determine angular preferentiality using LFPs recorded from rat barrel cortex by brain-chip interface under mechanical whisker stimulation. EMBC 2011: 2307-2310 - [c1]Mohammed Mostafizur Rahman, Mufti Mahmud, Stefano Vassanelli:
Effect of self-gating on action potential firing at neuromuscular junction. EMBC 2011: 4082-4085
Coauthor Index
Marcos Fabietti
aka: Marcos I. Fabietti
aka: Marcos I. Fabietti
M. Shamim Kaiser
aka: Mohammed Shamim Kaiser
aka: Mohammed Shamim Kaiser
[j78] [j77] [j74] [j72] [j65] [j64] [j62] [j61] [j57] [j55] [j53] [j47] [c105] [e6] [j41] [c95] [c91] [c90] [c89] [c88] [c84] [c80] [c71] [c70] [e5] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [c65] [c63] [c62] [c61] [c58] [c57] [c53] [c52] [c51] [c50] [c49] [c48] [e3] [e2] [j19] [j18] [j17] [j14] [c44] [c41] [c39] [c38] [c37] [c36] [c34] [c28] [e1] [i5] [j11] [c27] [c26] [j10] [j8] [j7] [j6] [c21] [c20] [c18] [i4] [i3] [i2] [j3] [c13]
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