**Disclaimer:** This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

**IEEE material:** Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

Journal
papers |

Celikoglu H. B., (2013). Reconstructing freeway travel times with a simplified network flow model alternating the adopted fundamental diagram. European Journal of Operational Research, vol. 228, no. 2, pp. 457-466. |

Celikoglu H. B., (2013). Flow-Based Freeway Travel-Time Estimation: A Comparative Evaluation Within Dynamic Path Loading. IEEE Transactions on Intelligent Transportation Systems, |

Celikoglu H. B., (2013). An approach to dynamic classification of traffic flow patterns. Computer-Aided Civil and Infrastructure Engineering, vol. 28, no. 4, pp. 247-323. |

Celikoglu H. B.,
Gedizlioglu
E., and Dell'Orco M., (2009). A node-based modeling approach for the continuous dynamic network loading problem. IEEE Transactions on Intelligent Transportation Systems, vol. 10, no.
1, pp. 165-174. |

Celikoglu H. B., (2007). A dynamic network loading model for traffic dynamics modelling. IEEE Transactions on Intelligent Transportation Systems, vol. 8, no.
4, pp. 575-583. |

Celikoglu H. B.
and Dell'Orco M., (2007). Mesoscopic simulation of a dynamic link loading process. Transportation Research Part C: Emerging Technologies, vol. 15, no.
5, pp. 329-344. |

Celikoglu H. B.,
(2007). A dynamic network loading process with explicit delay modelling. Transportation Research Part C: Emerging Technologies, vol. 15,
no. 5, pp. 279-299. |

Celikoglu H. B.
and Dell'Orco M., (2007). Delay modelling at unsignalized highway nodes with radial basis
function neural networks. Lecture Notes in Computer Science, vol. 4491, pp. 566-575. |

Celikoglu H. B.
and Cigizoglu H. K., (2007). Modelling public transport trips by radial basis
function neural networks. Mathematical and Computer Modelling, vol. 45,
no. 3-4, pp. 480-489. |

Celikoglu H. B.
and Cigizoglu H. K., (2007). Public transportation trip flow modeling with
generalized regression neural networks. Advances in Engineering Software, vol. 38, no. 2, pp. 71-79. |

Celikoglu H. B.,
(2006). Application of radial basis function and generalized regression neural
networks in non-linear utility function specification for travel mode choice
modelling. Mathematical and Computer Modelling, vol. 44, no. 7-8, pp. 640-658. |

Contributions
to books |

C. Antoniou, J. Barcelo, M. Brackstone, H.B. Celikoglu, B. Ciuffo, V. Punzo, P. Sykes, T. Toledo, P. Vortisch, P. Wagner (2014). Traffic simulation: Case for guidelines, European Commission, Joint Research Centre, Institute for Energy and Transport, No. JRC88, Publications Office of the European Union, Luxembourg, ISBN: 978-92-79-35579-0. |

H.B. Celikoglu and M. Akad (2005). Estimation of public transport trips by feed-forward
back propagation neural networks; a case study for Istanbul, Soft Computing:
Methodologies and Applications, Hoffmann, F.; Köppen, M.; Klawonn, F.;
Roy, R. (Eds.) 2005, Springer Verlag, ISBN: 3-540-25726-8. |

International
conference papers |

Dell'Orco M., Celikoglu H. B., and Gurcanli, G. E., (2009). Evaluation of traffic pollution through a dynamic link loading model, Proceedings of the 2009 International Symposium on Environmental Science and Technology (ISEST2009), Shanghai, China, June 2-5, 2009, Vol. I., pp. 773-777, IEEE. |

Celikoglu H. B. and Dell'Orco M., (2008). A dynamic model for acceleration behaviour description in congested traffic, Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems (ITSC2008), October 12-15, 2008, Beijing, China, pp. 986-991, IEEE. |

Celikoglu H. B. and Dell'Orco M., (2008). General regression neural network method for delay modeling in dynamic network loading, Proceedings of the Sixth International Conference on Traffic and Transportation Studies (ICTTS2008), Mao, B., Tian, Z., Huang, H., and Gao, Z. (Eds.) Aug 5–7, 2008, Nanning, China, pp. 352–362, ASCE. |

Celikoglu, H. B., Gurcanli, G. E., Topuz Kiremitci, S., Karaman S. G., Cigizoglu, H. K., and Gedizlioglu, E., (2008). Current situation of highway safety in Turkey, recent approaches and an innovative methodology for safer transportation, paper accepted for presentation at the international scientific meeting"International Comparison of Road Safety - A Contribution to a Worldwide Challenge, 6-7th August 2008, Bauhaus-Universitat Weimar, Germany. |

Celikoglu, H. B.,
(2006). A dynamic node model with a quadratic travel time function based
link model, 11th EURO Working Group on Transportation Meeting, Advances
in Traffic and Transportation Systems Analysis, 27-29 September, Bari,
Italy. |

Celikoglu, H. B.,
Dell'Orco, M., and Gedizlioglu E., (2006). A dynamic model of point
queue process, 11th EURO Working Group on Transportation Meeting, Advances
in Traffic and Transportation Systems Analysis, 27-29 September, Bari,
Italy. |

Dell'Orco M., Gedizlioglu
E., and Celikoglu H. B., (2005). Introduction to a node management model for
traffic networks: a mesoscopic approach, Advanced OR and AI Methods in
Transportation, Proceedings of 10, Jaszkiewicz, A., Kaczmarek, M., Zak, J. and Kubiak,
M. (Eds.) 2005, Publishing House of Poznan University of Technology, Poland,
ISBN: 83 7143 239 5.^{th} EWGT Meeting, Advances in
Modeling, Optimization and Management of Transportation Processes and Systems:
Theory and Practise |

Celikoglu H. B.,
(2005). Calibration of logit modal split models with feed-forward back-propagation
neural networks, Advanced OR and AI Methods in Transportation, Proceedings
of 16,
Jaszkiewicz, A., Kaczmarek, M., Zak, J. and Kubiak, M. (Eds.) 2005, Publishing
House of Poznan University of Technology, Poland, ISBN: 83 7143 239 5.^{th} Mini EURO Conference, Artificial Intelligence in Transportation |

Celikoglu H. B.,
(2005). Radial basis function neural network approach to estimate public
transport trips in Istanbul, Soft Computing as Transdisciplinary Science
and Technology, Proceedings of the fourth IEEE International Workshop
WSTST´05, Abraham, A.; Dote, Y.; Furuhashi, T.; Köppen, M.; Ohuchi,
A.; Ohsawa, Y. (Eds.) 2005, Springer Verlag, ISBN: 3-540-25055-7. |

İyinam A. F., İyinam Þ., and
Çelikoğlu H. B., (2004). Determining the points and sections that have safety
problems on highways, 3^{rd} Conference of On Safe Roads in the
XXI. Century, 25-27^{th} October 2004, Budapest, Hungary. |

İyinam A. F., İyinam Þ., and
Çelikoğlu H. B., (2004). Handling the safety concept of highways with long
term planning: an evaluation for Turkey, 3^{rd} Conference of On
Safe Roads in the XXI. Century, 25-27^{th} October 2004, Budapest,
Hungary. |

Celikoglu H. B. and Akad M.,
(2003). Aggregated binary logit modal-split model calibration: an evaluation
for Istanbul, Proceedings of 19, Dresden University of Technology, Germany.^{th} Dresden Conference on Traffic
and Transportation Sciences |

National
conference papers |

Çelikoğlu H. B. ve Gedizlioğlu E., (2007). Bağ akım yayılımı modellemesi için çözümlemeli bir karma model. TMMOB İMO 7. Ulaştırma Kongresi, 19-21 Eylül 2007, İstanbul. |

Çelikoğlu H. B. ve Gedizlioğlu E., (2007). Dinamik ağ yükleme problemi ve temel modelleri. TMMOB İMO 7. Ulaştırma Kongresi, 19-21 Eylül 2007, İstanbul. |

Çelikoğlu H. B., (2005). İstanbul'daki toplu taşıma yolculuklarının ileri beslemeli geri yayılımlı yapay sinir ağları ile modellenmesi. TMMOB İMO 6. Ulaştırma Kongresi, 23-25 Mayıs 2005, İstanbul. |

Çelikoğlu H. B., (2005). Toplulaştırılmış logit türel dağılım modeli kalibrasyonu: İstanbul için bir değerlendirme. TMMOB İMO 6. Ulaştırma Kongresi, 23-25 Mayıs 2005, İstanbul. |