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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 10th EWGT Meeting, Advances in Modeling, Optimization and Management of Transportation Processes and Systems: Theory and Practise, Jaszkiewicz, A., Kaczmarek, M., Zak, J. and Kubiak, M. (Eds.) 2005, Publishing House of Poznan University of Technology, Poland, ISBN: 83 7143 239 5.
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 16th Mini EURO Conference, Artificial Intelligence in Transportation, Jaszkiewicz, A., Kaczmarek, M., Zak, J. and Kubiak, M. (Eds.) 2005, Publishing House of Poznan University of Technology, Poland, ISBN: 83 7143 239 5.
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, 3rd Conference of On Safe Roads in the XXI. Century, 25-27th 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, 3rd Conference of On Safe Roads in the XXI. Century, 25-27th October 2004, Budapest, Hungary.
Celikoglu H. B. and Akad M., (2003). Aggregated binary logit modal-split model calibration: an evaluation for Istanbul, Proceedings of 19th Dresden Conference on Traffic and Transportation Sciences, Dresden University of Technology, Germany.
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.