Utku Erdoğdu

Publications

Journal Articles

• Integrating Machine Learning Techniques into Robust Data Enrichment Approach and Its Application to Gene Expression Data
  Utku Erdoğdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon Rokne, and Douglas Demetrick
  International Journal of Data Mining and Bioinformatics, In press

Conference Articles

• Dynamic cooperation using resource based planning
  Utku Erdoğdu and Faruk Polat
  Fifth International Joint Conference on Autonomous Agents and Multiagent Systems AAMAS 2006,
  Hakodate, Japan, pp. 329-331, 8-12 May 2006
  [pdf]
• The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks
  Utku Erdoğdu, Reda Alhajj, and Faruk Polat
  2011 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology WI-IAT 2011,
  Lyon, France, pp. 381-385, 22-27 August 2011
  [pdf] - [presentation]
• Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis
  Utku Erdoğdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Douglas Demetrick, and Jon Rokne
  2011 IEEE International Conference on Bioinformatics and Biomedicine BIBM 2011,
  Atlanta, GA, USA, pp. 238-242, 12-15 November 2011
  [pdf]
• Partially Observable Gene Regulatory Network Control Without a Boundary on Horizon
  Utku Erdoğdu, Faruk Polat, and Reda Alhajj
  24^th IEEE International Conference on Tools with Artificial Intelligence ICTAI 2012,
  Athens, Greece, 7-9 November 2012, To appear
• Effective Enrichment of Gene Expression Data Sets
  Utku Şirin, Utku Erdoğdu, Faruk Polat, Mehmet Tan, and Reda Alhajj
  Eleventh International Conference on Machine Learning and Applications ICMLA 2012,
  Boca Raton, Florida, USA, 12-15 December 2012, To appear

Ph.D. Thesis

M.Sc. Thesis