Dynamic cooperation using resource based planning. - Utku Erdogdu; Faruk Polat (AAMAS, 2006)

Employing Machine Learning Techniques for Data Enrichment: Increasing the Number of Samples for Effective Gene Expression Data Analysis. - Utku Erdogdu; Mehmet Tan; Reda Alhajj; Faruk Polat; Douglas J. Demetrick; Jon G. Rokne (BIBM, 2011)

The Benefit of Decomposing POMDP for Control of Gene Regulatory Networks. - Utku Erdogdu; Reda Alhajj; Faruk Polat (IAT, 2011)

Effective Enrichment of Gene Expression Data Sets. - Utku Sirin; Utku Erdogdu; Mehmet Tan; Faruk Polat; Reda Alhajj (ICMLA (1), 2012)

Partially Observable Gene Regulatory Network Control without a Boundary on Horizon. - Utku Erdogdu; Faruk Polat; Reda Alhajj (ICTAI, 2012)

Efficient partially observable markov decision process based formulation of gene regulatory network control problem (Gen ağlarının kısmi gözlemlenebilir markov karar süreçleri ile modellenerek etkin olarak kontrolü) - Utku Erdogdu (2012)

Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data. - Utku Erdogdu; Mehmet Tan; Reda Alhajj; Faruk Polat; Jon G. Rokne; Douglas J. Demetrick (Int. J. Data Min. Bioinform., 2013)

Effective gene expression data generation framework based on multi-model approach. - Utku Sirin; Utku Erdogdu; Faruk Polat; Mehmet Tan; Reda Alhajj (Artif. Intell. Medicine, 2016)

Employing decomposable partially observable Markov decision processes to control gene regulatory networks. - Utku Erdogdu; Faruk Polat; Reda Alhajj (Artif. Intell. Medicine, 2017)