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Giorgio


University of Glasgow

7 total contributions since 2016

My primary research interests are in the area of pattern recognition and machine learning. Within these areas, my work focuses on developing novel strategies to formalize, explain and visualize the pattern in data. My work encompasses different case studies. I worked on many aspects of feature selection in machine learning introducing the concept of graph-based feature selection. Such a framework is prone to parallelization making this family of algorithms highly scalable (i.e., suitable for Big Data analysis). Another important aspect I dealt with is the real-time factor of such techniques. This framework turns out to be also suitable for visual object tracking, demonstrating to improve tracking performance while maintaining high frame rates. Finally, I have also worked on soft-biometrics by taking into account user-centric aspects, such as personality.

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Giorgio's Badges

  • Personal Best Downloads Level 4
  • First Review
  • 5-Star Galaxy Level 5
  • First Submission
  • Revival Level 1
  • First Answer
  • Scavenger Finisher
  • Solver

Giorgio's Badges

Community Badges

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  • Scavenger FinisherScavenger Finisher
    09 Nov 2016

MATLAB Answers Badges

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  • Revival Level 1Revival Level 1
    20 Jul 2017
  • First AnswerFirst Answer
    20 Jul 2017

Cody Badges

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  • SolverSolver
    01 Sep 2016

File Exchange Badges

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  • First SubmissionFirst Submission
    09 Oct 2019
  • First ReviewFirst Review
    09 Oct 2019
  • Personal Best Downloads Level 4Personal Best...
    01 Nov 2019
  • 5-Star Galaxy Level 55-Star Galaxy Level 5
    09 Oct 2019