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Gokhan Kirlik

  • PhD
  • Data Scientist
  • University of Maryland Medical System
  • 8h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 234CitationsNumber of citations received by Gokhan's publications. Updated daily.

About

I am currently working as a postdoctoral researcher in Department of Radiation Oncology at University of Maryland School of Medicine. I earned my PhD degree from Koç University in Industrial Engineering and Operations Management program. I received my B.Sc. degree in Industrial Engineering with a double major in Computer Engineering, and the M.Sc. degree in Industrial Engineering from Eskisehir Osmangazi University, Eskisehir, Turkey, in 2007, 2008, and 2009, respectively. I received IBM PhD Fellowship award for the academic year 2013-2014. My dissertation deals with developing new exact and representation methods for multiobjective optimization problems. In the scope of my PhD thesis, I developed two exact algorithms for multiobjective discrete optimization problems which are about generating all nondominated solutions and computing the nadir point. In the second part of my thesis, I developed representation methods for multiobjective optimization problems. Currently, I am working on a data mining application. I am applying the representation methods on supported vector machine classification for imbalanced data sets. My research interests span various mathematical optimization problems. In particular, I have studied on multiobjective optimization, routing, and scheduling problems.

Recent publications

  • A multiobjective solution method for radiation treatment planning

    • Kirlik G
    • Sayın S
    • Zhang H
    N/AReaders
    0Citations
    Get full text
  • A multi-robot control architecture for fault-tolerant sensor-based coverage

    • Ozkan M
    • Kirlik G
    • Parlaktuna O
    • et al.
    N/AReaders
    8Citations

Professional experience

Data Scientist

University of Maryland Medical System

February 2017 - Present

Postdoctoral Researcher

University of Maryland - Baltimore

September 2014 - February 2017(2 years)

Teaching and Research Assistant

Koç University

January 2010 - September 2014(5 years)

Education

PhD

Koç Üniversitesi - Koç University

January 2010 - August 2014(5 years)

MSc

Eskişehir Osmangazi University

January 2009 - December 2010(2 years)

Co-authors (20)

Other IDs