Marimuthu Swami Palaniswami

Employment

• University of Melbourne Professor
  2010 - Present

Education

• University of Melbourne Ph.D
  1987 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (219)

• Identifying Suspicious Blockchain Transactions Using Clustering with Explainability
  Distributed Ledger Technologies: Research and Practice 2026 DOI: 10.1145/3773277
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• AI-assisted nurse-led skin cancer screening in a teledermoscopy framework: a multi-site evaluation with one million lesions
  2026 DOI: 10.64898/2026.10.01.26364543
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• Detecting Smart Ponzi Schemes on Blockchain Using Machine Learning: A Comprehensive Survey
  Dheeraj Kumar, Marimuthu Swami Palaniswami, Vallipuram Muthukkumarasamy
  Distributed Ledger Technologies: Research and Practice 2026 DOI: 10.1145/3761827
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• CONSENSUS: Consensus-based Systematic Evidence Synthesis for Forensic Risk Profiling of Cryptocurrency Mixers
  Distributed Ledger Technologies: Research and Practice 2026 DOI: 10.1145/3800585
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• Edge AI for Low Power, Real-Time Detection of Fetal Compromise
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3697010
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• Fusing Tabular Features and Deep Learning for Fetal Heart Rate Analysis: A Clinically Interpretable Model for Fetal Compromise Detection
  IEEE Transactions on Biomedical Engineering 2026 DOI: 10.1109/TBME.2026.3652309
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• Minimum Foot Clearance Prediction in Stroke Survivors: A Transformer-Based Approach
  IEEE Transactions on Neural Systems and Rehabilitation Engineering 2026 DOI: 10.1109/TNSRE.2026.3694895
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• NeuroSleepNet: An Explainable Multi-Head Attention-Based Framework With Spatial and Multi-Scale Independent Temporal Context Learning for Automatic Sleep Stage Scoring
  IEEE Access 2026 DOI: 10.1109/ACCESS.2025.3640231
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• RepMedGAN: Self-supervised Representation-guided Medical GAN for Label-free Medical Image Synthesis
  2025 DOI: 10.1145/3746252.3760810
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• Rethinking Masked Image Modeling for Ultrasound Image Denoising
  2025 DOI: 10.1145/3746252.3760875
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• Zero-shot Stroke Lesion Segmentation via CAM-guided Prompting of MedSAM2
  2025 DOI: 10.1145/3746252.3760872
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• Application-Aware Real-Time Network Resource Allocation for Industry 5.0
  Asif Ahmed Sardar, Aravinda S. Rao, Tansu Alpcan

  +4 more

  • Goutam Das
  • Prasanna Kumar Routray
  • M. Manivannan
  • Marimuthu Swami Palaniswami
  IEEE Transactions on Cognitive Communications and Networking 2025 DOI: 10.1109/TCCN.2024.3504474
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• Adversarial Masked Autoencoders Are Robust Vision Learners
  IEEE Transactions on Artificial Intelligence 2025 DOI: 10.1109/TAI.2024.3497912
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• Cross-Database Evaluation of Deep Learning Methods for Intrapartum Cardiotocography Classification
  IEEE Journal of Translational Engineering in Health and Medicine 2025 DOI: 10.1109/JTEHM.2025.3548401
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• EDAF: Early Detection of Atrial Fibrillation from Post-stroke Brain MRI
  2025 DOI: 10.1007/978-981-96-0901-7_7
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• Network Resource Allocation for Industry 4.0 With Delay and Safety Constraints
  IEEE Transactions on Cognitive Communications and Networking 2024 DOI: 10.1109/TCCN.2023.3319529
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• A Survey of Wearable Sensors and Machine Learning Algorithms for Automated Stroke Rehabilitation
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3373910
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• Unified Feature Engineering for Detection of Malicious Entities in Blockchain Networks
  IEEE Transactions on Information Forensics and Security 2024 DOI: 10.1109/TIFS.2024.3412421
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• Computerised Cardiotocography Analysis for the Automated Detection of Fetal Compromise during Labour: A Review
  Bioengineering 2023 DOI: 10.3390/bioengineering10091007
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• Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions
  Mohammad Goudarzi, Marimuthu Swami Palaniswami, Rajkumar Buyya
  ACM Computing Surveys 2023 DOI: 10.1145/3544836
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