SIVA RAMKUMAR M

Employment

• SNS College of Technology Professor
  2024 - Present
• Karpagam Academy of Higher Education ASSISTANT PROFESSOR
  2013 - 2024

Education

• Karpagam Academy of Higher Education PH.D
  2014 - 2019
• Sri Shakthi Institute of Engineering and Technology M.E - POWER ELECTRONICS AND DRIVES
  2011 - 2013

Projects & Funding

Projects & funding information is unavailable.

Publications (250)

• A hybrid deep learning framework for cooperative resource management in 5G using spike-driven transformers and cycle-consistent adaptation
  Results in Control and Optimization 2026 DOI: 10.1016/j.rico.2026.100773
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• Automated weld defect detection using an optimized AlexNet–GRU model with Greylag Goose optimization algorithm
  Advances in Mechanical Engineering 2026 DOI: 10.1177/16878132261466632
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• A hybrid Swin–DeiT transformer framework for automated welding defect detection in radiographic images
  Computers and Electrical Engineering 2026 DOI: 10.1016/j.compeleceng.2026.111135
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• Bone Cancer Diagnosis via Pied Kingfisher Optimized Dilated Convolutional Models
  2026 DOI: 10.1109/ICSADL67539.2026.11452108
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• A Deep Learning Framework Combining CAE and FastViT for Lung Cancer Diagnosis from CT Images
  IEEE Nexo-Tech - International Conference on Advanced Technologies and Innovations (ICATI) 2026 DOI: 10.1109/ICATI69399.2026.11604346
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• A Hybrid DenseNet201–Spiking Vision Transformer for Accurate Skin Cancer Classification from Dermoscopic Images
  IEEE Nexo-Tech - International Conference on Advanced Technologies and Innovations (ICATI) 2026 DOI: 10.1109/ICATI69399.2026.11604217
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• A Hybrid Swin Transformer and Topology-Aware Graph Attention Network for Brain Tumor Classification from MRI
  IEEE Nexo-Tech - International Conference on Advanced Technologies and Innovations (ICATI) 2026 DOI: 10.1109/ICATI69399.2026.11604458
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• A Multi-Stage Cascade Framework for Face Anti-Spoofing using Lightweight CNNs, Depth-Aware ResNet18, and Implicit 3D Facial Geometry
  International Conference on Smart Electronic Devices and Intelligent Systems (ICSEDIS) 2026 DOI: 10.1109/ICSEDIS68157.2026.11518234
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• A cyber-attack detection model for IoT-IDS utilizing an Elman Recurrent Neural Network
  Discover Internet of Things 2026 DOI: 10.1007/S43926-026-00379-7
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• Blockchain-Enabled DAG Neural Network for Optimized IoT Data Storage in WSNs
  International Conference on Smart Electronic Devices and Intelligent Systems (ICSEDIS) 2026 DOI: 10.1109/ICSEDIS68157.2026.11517959
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