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@article{DBLP:journals/artmed/ErdogduPA17,
  author       = {Utku Erdogdu and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Employing decomposable partially observable Markov decision processes
                  to control gene regulatory networks},
  journal      = {Artif. Intell. Medicine},
  volume       = {83},
  pages        = {14--34},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.artmed.2017.06.007},
  doi          = {10.1016/J.ARTMED.2017.06.007},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/ErdogduPA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/artmed/SirinEPTA16,
  author       = {Utku Sirin and
                  Utku Erdogdu and
                  Faruk Polat and
                  Mehmet Tan and
                  Reda Alhajj},
  title        = {Effective gene expression data generation framework based on multi-model
                  approach},
  journal      = {Artif. Intell. Medicine},
  volume       = {70},
  pages        = {41--61},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.artmed.2016.05.003},
  doi          = {10.1016/J.ARTMED.2016.05.003},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/SirinEPTA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdmb/ErdogduTAPRD13,
  author       = {Utku Erdogdu and
                  Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat and
                  Jon G. Rokne and
                  Douglas J. Demetrick},
  title        = {Integrating machine learning techniques into robust data enrichment
                  approach and its application to gene expression data},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {8},
  number       = {3},
  pages        = {247--281},
  year         = {2013},
  url          = {https://doi.org/10.1504/IJDMB.2013.056090},
  doi          = {10.1504/IJDMB.2013.056090},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/ErdogduTAPRD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/tr/Erdogdu12,
  author       = {Utku Erdogdu},
  title        = {Efficient partially observable markov decision process based formulation
                  of gene regulatory network control problem (Gen a{\u{g}}lar{\i}n{\i}n
                  k{\i}smi g{\"{o}}zlemlenebilir markov karar s{\"{u}}re{\c{c}}leri
                  ile modellenerek etkin olarak kontrol{\"{u}})},
  school       = {Middle East Technical University, Turkey},
  year         = {2012},
  url          = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=1nuF0f1\_6TcML14qz-f0hA\&no=CTi4w9R\_gm42Anql3tANIA},
  timestamp    = {Sun, 19 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/tr/Erdogdu12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icmla/SirinETPA12,
  author       = {Utku Sirin and
                  Utku Erdogdu and
                  Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Effective Enrichment of Gene Expression Data Sets},
  booktitle    = {11th International Conference on Machine Learning and Applications,
                  ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
  pages        = {76--81},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICMLA.2012.22},
  doi          = {10.1109/ICMLA.2012.22},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/SirinETPA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ictai/ErdogduPA12,
  author       = {Utku Erdogdu and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Partially Observable Gene Regulatory Network Control without a Boundary
                  on Horizon},
  booktitle    = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2012, Athens, Greece, November 7-9, 2012},
  pages        = {81--88},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICTAI.2012.20},
  doi          = {10.1109/ICTAI.2012.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/ErdogduPA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/bibm/ErdogduTAPDR11,
  author       = {Utku Erdogdu and
                  Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat and
                  Douglas J. Demetrick and
                  Jon G. Rokne},
  editor       = {Fang{-}Xiang Wu and
                  Mohammed Javeed Zaki and
                  Shinichi Morishita and
                  Yi Pan and
                  Stephen Wong and
                  Anastasia Christianson and
                  Xiaohua Hu},
  title        = {Employing Machine Learning Techniques for Data Enrichment: Increasing
                  the Number of Samples for Effective Gene Expression Data Analysis},
  booktitle    = {{IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
  pages        = {238--242},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/BIBM.2011.105},
  doi          = {10.1109/BIBM.2011.105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ErdogduTAPDR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iat/ErdogduAP11,
  author       = {Utku Erdogdu and
                  Reda Alhajj and
                  Faruk Polat},
  editor       = {Olivier Boissier and
                  Jeffrey Bradshaw and
                  Longbing Cao and
                  Klaus Fischer and
                  Mohand{-}Said Hacid},
  title        = {The Benefit of Decomposing {POMDP} for Control of Gene Regulatory
                  Networks},
  booktitle    = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
                  Doua, Lyon, France, August 22-27, 2011},
  pages        = {381--385},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/WI-IAT.2011.216},
  doi          = {10.1109/WI-IAT.2011.216},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/ErdogduAP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/atal/ErdogduP06,
  author       = {Utku Erdogdu and
                  Faruk Polat},
  editor       = {Hideyuki Nakashima and
                  Michael P. Wellman and
                  Gerhard Weiss and
                  Peter Stone},
  title        = {Dynamic cooperation using resource based planning},
  booktitle    = {5th International Joint Conference on Autonomous Agents and Multiagent
                  Systems {(AAMAS} 2006), Hakodate, Japan, May 8-12, 2006},
  pages        = {329--331},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1160633.1160690},
  doi          = {10.1145/1160633.1160690},
  timestamp    = {Tue, 08 Mar 2022 10:12:47 +0100},
  biburl       = {https://dblp.org/rec/conf/atal/ErdogduP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}