Ph.D. Position In Data Clustering And Segmentation

Universities and Institutes of Czech

Czech Republic

January 16, 2023

Description

  • Organisation/Company: Tomas Bata University in Zlin
  • Research Field: Computer science › Computer systems Computer science › Informatics
  • Researcher Profile: First Stage Researcher (R1)
  • Application Deadline: 16/01/2023 00:00 - Europe/Brussels
  • Location: Czech Republic
  • Type Of Contract: Permanent
  • Job Status: Full-time
  • Offer Starting Date: 01/02/2023
  • The proposed project deals with the development of a new algorithm for adaptive clustering. Research's motivation starts from the necessity of systems classification during development and planning of development. The new proposed algorithm will be able to adapt to changing system

    features and available system characteristics.

    The research topic aims to find the techniques to analyse similarities in systems' descriptions and investigate if algorithms based on similar projects improve estimation ability. The topic focuses on the analysis and design of data segmentation methods and clustering approaches, then evaluates kernel functions for penalising data items in datasets (windows, weighted windows approach).

    The goal of the topics is to create and implement mathematical models for the selection of feature subset from system characteristics.

    Contact Information
  • Organisation/Company: Tomas Bata University in Zlin
  • Organisation Type: Higher Education Institute
  • Country: Czech Republic
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