Search results for: SVM

• Knowledge representation of motor activity of patients with Parkinson’s disease

  Publication

  • B. Kostek
  • A. Kupryjanow
  • A. Czyżewski

  - Natural Computing - Year 2015

  An approach to the knowledge representation extraction from biomedical signals analysis concerning motor activity of Parkinson disease patients is proposed in this paper. This is done utilizing accelerometers attached to their body as well as exploiting video image of their hand movements. Experiments are carried out employing artificial neural networks and support vector machine to the recognition of characteristic motor activity...

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• Application of Support Vector Machine for Determination of Impact of Traffic-Induced Vibrations on Buildings

  Publication

  • A. Jakubczyk-Gałczyńska
  • A. Kristowski
  • R. Jankowski

  - Advances in Intelligent Systems and Computing - Year 2018

  The aim of the article is to present an algorithm of Support Vector Machine created to forecast the impact of traffic-induced vibrations on residential buildings. The method is designed to classify the object into one of two classes. The classification into the first class means that there is no impact of vibrations on the building, while classification to the second class indicates the possible influence and suggests the execution...

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• Analiza alternatywnych metod klasyfikacji stanu technicznego obiektów budownictwa mieszkaniowego i użyteczności publicznej

  Publication

  • M. Apollo

  - Year 2012

  Przeprowadzona analiza wyłania narzędzie optymalne z punktu widzenia klasyfikacji obiektów pod względem ich stanu technicznego i stopnia zużycia. Ma ponadto udowodnić, ze istnieje realna potrzeba rozwoju metod i narzędzi z zakresu podejmowania decyzji oraz stworzenia spójnego systemu identyfikacji i klasyfikowania obiektów.