About Me

I am a research associate at Department of Knowledge Technologies at the Jožef Stefan Institute. My interests are related to artificial intelligence, machine learning and their application to practical problems including ambient assisted living and environmental and life sciences. My work includes methods for combining multiple classifiers, learning rule-based models for predicting structured variables and network reconstruction.

Interests

  • Artificial Intelligence
  • Machine Learning
  • Data Mining

Education

  • PhD in Computer Science, 2007

    University of Ljubljana

  • MSc in Computer Science, 2003

    University of Ljubljana

  • BSc in Electrical Engineering, 2000

    University of Ljubljana

Publications

Complete List from COBISS


Latest


(2019). Artificial intelligence support for tunnel design in urban areas. Tunnels and Underground Cities. Engineering and Innovation Meet Archaeology, Architecture and Art. World Tunnel Congress.

PDF Taylor & Francis

(2019). Authentication of key aroma compounds in apple using stable isotope approach. Food chemistry.

PDF ScienceDirect

(2019). Machine learning for predicting thermal power consumption of the Mars Express spacecraft. IEEE Aerospace and Electronic Systems Magazine.

PDF arXiv IEEE Xplore

(2019). Multi-criteria modelling approach for ambient assisted coaching of senior adults. International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management.

PDF SciTePress Library

(2019). Reconstructing dynamical networks via feature ranking. Chaos.

PDF arXiv AIP Repository

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