Matej Šprogar

Matej Šprogar
Docent , Laboratorij za sisteme v realnem času
Naziv:doc. dr. MATEJ ŠPROGAR, univ. dipl. inž. rač. in inf.
E-mail:matej.sprogar@um.si
Telefon:(02) 220 7464
Prostor:G2-1N.04
Govorilne ure:

Glavna področja raziskovanja

  • umetna inteligenca
  • strojno učenje
  • evolucijski algoritmi

Življenjepis

  • docent, Univerza v Mariboru, od 2010
  • asistent, Univerza v Mariboru, 1999-2010
  • doktorat znanosti s področja računalništva in informatike, Univerza v Mariboru, Slovenija, 2001
    • gostujoči raziskovalec, University of La Laguna, Španija, jan-apr 2000

Pedagoško delo

Predmeti:

  • Bolonjski program, 1. stopnja (uni, vs):
    • Osnove spletnih tehnologij (ITK 1 uni)
    • Integrirana razvojna okolja in komuniciranje skupin (ITK 2 uni)
    • Napredno programiranje (ITK 1 vs)
  • Bolonjski program, 2. stopnja (mag):
    • IT arhitekture (ITK 1 mag)

Recenzent pri revijah

  • Computer Methods and Programs in Biomedicine, Elsevier.

Publikacije

Izbrani objavljeni članki v revijah:

  • Matej Šprogar: Prudent alignment and crossover of decision trees in genetic programming. Genetic programming and evolvable machines, vol. 16, iss. 4, str. 499-530, December 2015.
  • Matej Šprogar, Vili Podgorelec: Incremental approach to structurally difficult problems in genetic programming. Elektronika ir elektrotechnika, vol. 20, no. 5, str. 154-157, 2014.
  • Vili Podgorelec, Matej Šprogar, Sandi Pohorec: Evolutionary design of decision trees. Wiley interdisciplinary reviews, Data mining and knowledge discovery, vol. 3, iss. 2, str. 63-82, 2013.
  • Domen Verber, Matej Šprogar, Matjaž Colnarič: Implementation of non-intrusive fault detection in embedded control systems. Informacije MIDEM, vol. 37, št. 1(121), str. 23-30, 2007.
  • Matej Šprogar, Miha Šprogar, Matjaž Colnarič: Autonomous evolutionary algorithm in medical data analysis, Computer methods and programs in biomedicine, vol. 80, suppl. 1, str. S29-S38, 2005.
  • Matej Šprogar: Excluding fitness helps improve robustness of evolutionary algorithms, Knowledge-based intelligent information and engineering systems : 9th international conference, KES 2005, Melbourne, Australia, September 14-16, 2005 : proceedings. Part 4, (Lecture notes in artificial intelligence). Berlin: Springer, vol. 3684, str. 8-14, 2005.
  • Matej Šprogar, Mitja Lenič, Silvia Alayon: Evolution in medical decision making. Journal of medical systems, vol. 26, no. 5, str. 479-489, 2002.
  • Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret Peterson, Matej Šprogar, Milan Ojsteršek: Finding the right decision tree's induction strategy for a hard real world problem. International journal of medical informatics, vol. 63, str. 109-121, 2001.
  • Matej Šprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotska, Jiři Klema: Notes on medical decision model creation. Medical data analysis : Second international symposium, ISMDA 2001, Madrid, Spain, October 8-9, 2001 : proceedings, (Lecture notes in computer science). Berlin [etc.]: Springer, vol. 2199, str. 270-275, 2001.
  • Matej Šprogar, Peter Kokol, Špela Hleb Babič, Vili Podgorelec, Milan Zorman: Vector decision trees. Intelligent data analysis, vol. 4, no. 3,4, str. 305-321, 2000.
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