Academic Positions

  • Present 2017

    Associate Professor

    Uludağ University, Industrial Engineering Department, Bursa, Turkey

  • 2017 2015

    Assistant Professor

    Uludağ University, Industrial Engineering Department, Bursa, Turkey

  • 2015 2013

    Research Assistant Dr.

    Uludağ University, Industrial Engineering Department, Bursa, Turkey

  • 2013 2011

    Post-doctoral fellow

    Arizona State University, School of Mathematics and Statistics, Arizona, U.S.A.

  • 2011 2005

    Research Assistant

    Middle East Technical University University, Industrial Engineering Department, Ankara, Turkey

  • 2005 2002

    Research Assistant

    Uludağ University, Industrial Engineering Department, Bursa, Turkey

Education

  • Ph.D. 2011

    Ph.D. in Industrial Engineering

    Middle East Technical University University, Ankara, Turkey

  • M.S.2005

    Master of Science in Industrial Engineering

    Uludağ University, Bursa, Turkey

  • B.S.2002

    Bachelor of Science in Industrial Engineering

    Uludağ University, Bursa, Turkey

Honors, Awards and Grants

  • 2015
    The Scientific and Technological Research Council of Turkey, International Publication Promotion Award, 2015.
  • 2012-2013
    International Association for Development of the Information Society (IADIS) Best Student Paper Award, Freiburg, Germany, August 2010.
  • 2010 and 2014
    The Scientific and Technological Research Council of Turkey, Travel Grant, 2010 and 2014.
  • 2002
    Ranked 1st among 40 graduated students, Uludağ University Industrial Engineering Department, 2002.
  • 2002
    Ranked 3rd among 740 graduated students, Uludağ University Faculty of Engineering and Architecture, 2002.
  • 1999-2002
    Scholarship from TOFAŞ-FIAT, 1999-2002.
  • 1998-2002
    High Honor Student in Uludağ University Industrial Engineering Department, 1998-2002.

Research Projects

  • Product introduction decisions in the high-tech industry

    BAP, 2014-2017, Principal Investigator

  • Agent based simulations for sales forecasting

    INTEL Research Council, 2011-2013, Researcher

Applied Projects

  • Turkish State Railways, Technical Assistance in the re-structuring and strengthening of the Turkish Rail Sector including the provision of Financial Management Information system together with necessary IT platform

    European Union project, February 2006-February 2007

  • Technical Assistance for Construction of a New Port in Filyos

    European Union project, January 2009-June 2010

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A parameter-free similarity graph for spectral clustering

Tülin İnkaya
Journal Papers Expert Systems with Applications, 42 (24), 9489–9498 (2015).

A density and connectivity based decision rule for pattern classification

Tülin İnkaya
Journal Papers Expert Systems with Applications, 42 (2), 906-912 (2015).

Ant Colony Optimization based clustering methodology

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Journal Papers Applied Soft Computing, 28, 301-311 (2015).

An adaptive neighbourhood construction algorithm based on density and connectivity

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Journal Papers Pattern Recognition Letters, 52, 17-24 (2015).

Coordinated scheduling of the transfer lots in an assembly-type supply chain: A genetic algorithm approach

Tülin İnkaya, Mehmet Akansel
Journal Papers Journal of Intelligent Manufacturing, (in press).

A new density-based clustering approach in graph theoretic context

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Journal Papers IADIS International Journal of Computer Science and Information Technology, 5 (2), 117-135 (2010).

Swarm intelligence based clustering algorithms: A survey

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Book Chapter Springer International Publishing (2016) | ISBN: 978-3-319-24211-8

Unsupervised Learning Algorithms

Bir Otomotiv Yan Sanayi Firması için Parti Büyüklüğü Belirleme ve Çizelgeleme Sisteminin Geliştirilmesi

Sercan Eminoğlu, Neslihan Gezer, Fulya Kadı, Tülin İnkaya, Betül Yağmahan
Journal Papers Endüstri Mühendisliği Dergisi, 26 (4), 5-20 (2015).

Product variety strategies for vertically differentiated products in a two-stage production

Tülin İnkaya, Dieter Armbruster, Hongmin Li, Karl Kempf
Journal Papers(in review).

Extracting the non-convex boundaries of clusters: A post-clustering tool for spatial data sets

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Journal Papers(in review).

A new density-based clustering approach in graph theoretic context”

Tülin İnkaya, Sinan Kayalıgil, Nur Evin Özdemirel
Conference PapersProceedings of the IADIS European Conference on Data Mining, pp. 1-8, (2010).

The effect of data set characteristics on the choice of clustering validity index type”

Tugba Taskaya Temizel, Mehrdad A. Mizani, Tülin İnkaya, Sait Can Yücebaş
Conference PapersProceedings of the International Symposium on Computer and Information Sciences, pp. 1-6, (2007).

Currrent Teaching

  • Present 2015

    END5142 Data Mining (3 credits)

    Graduate level course (in Turkish)

  • Present 2015

    END4276 Production Scheduling

    Undergraduate level course (in English)

  • Present 2013

    END4060 Investment Planning

    Undergraduate level course (in Turkish)