Machine Learning

Liver cancer treatment, especially for metastatic cases, poses significant challenges in accurately targeting tumours while sparing healthy tissue. Radioembolisation with yttrium-90 (Y-90) microspheres is a promising technique, but precise imaging of microsphere distribution is crucial. This study utilises T-PEPT, a novel Positron Emission Particle Tracking (PEPT) algorithm that combines topological data analysis with machine learning to identify Y-90 microsphere clusters in a digital twin of a patient's liver.

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This dataset webpage contains datasets of exisiting and proposed models:

  • 12cell.zip
  • 16cell.zip
  • 36cell.zip
  • Proposed_

Presented in my 3rd last Speaker Presentation in Conference -  2025*.   

 Model of Fault And Short-Circuit Analysis of Lithium Battery Bank

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544 Views

This dataset webpage contains datasets of existing and proposed models 

  • 4cell.zip
  • 6cell.zip
  • 8cell.zip

Presented in my 3rd Speaker Presentation in Conference -  2025*.

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302 Views

This dataset webpage contains datasets of exisiting and proposed models:

  • tubular.zip
  • tubular2.zip
  • tubular3.zip

 B Model of Fault And Short-Circuit Analysis of Synchronous Generator 

 presented in my 3rd Probably last Speaker Presentation in Conference -  2025*.  

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414 Views

This dataset webpage contains datasets of exisiting and proposed models:

  1. centrifugalpump1.zip
  2. centrifugalpump2.zip
  3. centrifugalpump3.zip

   B Model of Fault And Short-Circuit Analysis of Centrifugal Pump

presented in my  last Speaker Presentation in Conference -  2025*.

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407 Views

The Unified Multimodal Network Intrusion Detection System (UM-NIDS) dataset is a comprehensive, standardized dataset that integrates network flow data, packet payload information, and contextual features, making it highly suitable for machine learning-based intrusion detection models. This dataset addresses key limitations in existing NIDS datasets, such as inconsistent feature sets and the lack of payload or time-window-based contextual features.

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2539 Views

This dataset webpage contains datasets and models 

  • inductionmotor1.zip
  • inductionmotor2.zip
  • inductionmotor3.zip
  • pmsm1.zip
  • pmsm2.zip
  • pmsm3.zip
  • BLDC1.zip
  • BLDC1.zip

  presented in my 3rd last Speaker Presentation in Conference -  2025*.

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423 Views

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