Search results for: AMBIENT INTELLIGENCE

• A survey of neural networks usage for intrusion detection systems

  Publication

  • A. Drewek-Ossowicka
  • M. Pietrołaj
  • J. Rumiński

  - Journal of Ambient Intelligence and Humanized Computing - Year 2020

  In recent years, advancements in the field of the artificial intelligence (AI) gained a huge momentum due to the worldwide appliance of this technology by the industry. One of the crucial areas of AI are neural networks (NN), which enable commer‐ cial utilization of functionalities previously not accessible by usage of computers. Intrusion detection system (IDS) presents one of the domains in which neural networks are widely tested...

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• The detection of Alternaria solani infection on tomatoes using ensemble learning

  Publication

  • B. Ruszczak
  • K. Smykała
  • K. Dziubański

  - Journal of Ambient Intelligence and Smart Environments - Year 2020

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• A CNN based coronavirus disease prediction system for chest X-rays

  Publication

  • U. Hafeez
  • M. Umer
  • A. Hameed
  • H. Mustafa
  • A. Sohaib
  • M. Nappi
  • H. Madni

  - Journal of Ambient Intelligence and Humanized Computing - Year 2023

  Coronavirus disease (COVID-19) proliferated globally in early 2020, causing existential dread in the whole world. Radiography is crucial in the clinical staging and diagnosis of COVID-19 and offers high potential to improve healthcare plans for tackling the pandemic. However high variations in infection characteristics and low contrast between normal and infected regions pose great challenges in preparing radiological reports....

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