Publications
A) INTERNATIONAL JOURNAL PAPERS
A1. Hong, X., Iplikci, S., Chen, S., and Warwick, K., "A model based PID controller for Hammerstein systems using B-spline neural networks," International Journal of Adaptive Control and Signal Processing, doi:10.1002/acs.2293. (2013).
A2. İplikçi, S., "Runge-Kutta Model Based Adaptive Predictive Control Mechanism for Nonlinear Processes," Transactions of the Institute of Measurement and Control, Vol. 35, No. 2, pp. 166-180, (2013).
A3. Pan, S., İplikci, S., Warwick, K., and Aziz T.Z., "Parkinson’s Disease tremor classification – A comparison between Support Vector Machines and neural networks," Expert Systems with Applications, 39, 10764-10771 (2012).
A4. İplikçi, S., "A comparative study on a novel model-based PID tuning and control mechanism for nonlinear systems," International Journal of Robust and Nonlinear Control, 20, 1483-1501 (2010).
A5. İplikçi, S., "A support vector machine based control application to the experimental three-tank system," ISA Transactions, 49, 376-386 (2010).
A6. İplikçi, S., "Support vector machines based neuro-fuzzy control of nonlinear systems," Neurocomputing, 73, 2097-2107 (2010).
A7. Çetin, E., Yılancı, A., Öztürk, H.K., Çolak, M., Kaşıkçı, İ. and İplikçi, S., "A micro-DC power distribution system for a residential application energized by photovoltaic-wind/fuel cell hybrid energy systems," Energy and Buildings, 42, 1344-1352 (2010).
A8. Yagiz, S., Gökçeoğlu, C., Sezer, E. and İplikçi, S., "Application of Two Non-linear Prediction Tools to the Estimation of Tunnel Boring Machine Performance," Engineering Applications of Artificial Intelligence, 22, 808-814, (2009).
A9. İplikçi, S., "Online Trained Support Vector Machines Based Generalized Predictive Control of Non-linear Systems," International Journal of Adaptive Control and Signal Processing, 20, 599-621 (2006).
A10. İplikçi, S., "Support Vector Machines Based Generalized Predictive Control," International Journal of Robust and Nonlinear Control, 16, 843-862, (2006).
A11. İplikçi, S., "Support Vector Machines Based Generalized Predictive Control of Chaotic Systems," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E89A, 2787-2794 (2006).
A12. İplikçi, S., "Dynamic Reconstruction of Chaotic Systems from Inter-spike Intervals Using Least Squares Support Vector Machines," Physica D, 216, 282-293 (2006).
A13. İplikçi, S. and Denizhan, Y., "Improvement of Neural Network Based Targeting via Clustering in Higher Dimensional Chaotic Systems," Physics Letters A, 325, 237-243, (2004).
A14. İplikçi, S. and Denizhan, Y., "An improved neural network based targeting method for chaotic dynamics," Chaos, Solitons and Fractals, 17, 523-529 (2003).
A15. İplikçi, S. and Denizhan, Y., "Targeting in Dissipative Chaotic Systems: A Survey," Chaos, 12, 995-1005 (2002).
A16. İplikçi, S. and Denizhan, Y., "Control of Chaotic Systems Using Targeting by Extended Control Regions Method," Physica D, 150, 163-176 (2001).
B) INTERNATIONAL CONFERENCE PAPERS
B1. Tokat, S., İplikçi, S. and Ulusoy, L., Output Feedback Sliding Mode Control with Support Machine Based Observer Gain adaptation, Proceedings of the Recent Advances in Circuits, systems, Electronics, Control and Signal Processing, Tenerife, Spain, 2009, pp.63-68.
B2. Tokat, S., İplikçi, S. and Ulusoy, L., Performance based sliding mode controller using support vector machines, Proceedings of the International Conference on Intelligent Control Systems and Signal Processing, Istanbul, Turkey, 2009.
B3. İplikçi, S., Controlling the Experimental Three-Tank System via Support Vector Machines, 9th International Conference on Adaptive and Natural Computing Algorithms, Kuopio, Finland, 2009, Lecture Notes in Computer Sciences, Vol.5495, 391-400, Springer-Verlag, Berlin Heidelberg, 2009.
B4. İplikçi, S., Online Stabilization of Chaotic Maps via Support Vector Machines Based Generalized Predictive Control, International Conference on Artificial Neural Networks, Atina, Lecture Notes in Computer Sciences, Vol.4131, 868-877, Springer-Verlag, Berlin Heidelberg, 2006.
B5. İplikçi, S. and Denizhan, Y., Targeting Higher Dimensional Chaotic Systems, Proceedings of the 2002 Workshop on Nonlinear Dynamics of Electronics Systems, İzmir, 3.29-3.32, 2002.
B6. Sutcu, Y., İplikçi, S. and Denizhan, Y., Improvement of Targeting Efficiency in Chaos Control Using Clustering, Computing Anticipatory Systems CASYS?01, Liége, Belgium, AIP Conference Proceedings, Vol.627, 514-522, 2001.
B7. İplikçi, S. and Denizhan, Y., A Relationship Between the Prediction Horizon and Targeting in the Control of Chaotic Systems, Proceedings of the IEEE International Conference on Control Applications, México City, México, 662-667, 2001.
B8. Wilamowski, B. M., Iplikci, S., Kaynak, O. and Efe, M. O., An Algorithm for Fast Convergence in Training Neural Networks, Proceedings of INNS-IEEE Int. Joint Conf. on Neural Networks, Washington DC, 1778-1782, 2001.
B9. Efe, M. O., Kaynak, O., Yu, X. and Iplikci, S., Cost Effective Computationally Intelligent Control - An Augmented Switching Manifold Approach, Proceedings of the 27th Annual Conference of the IEEE IECON 2001, Denver, Colorado, Vol.1, 31-36, 2001.
B10. İplikçi, S. and Denizhan, Y., Controlling Chaotic Dynamics via Neural Networks Using Radial Basis Functions, Computing Anticipatory Systems CASYS?99, Liége, Belgium, AIP Conference Proceedings, Vol.517, 453-464, 1999.
C) INTERNATIONAL BOOK CHAPTERS
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D) NATIONAL JOURNAL PAPERS
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E) NATIONAL CONFERENCE PAPERS
E1. İplikçi, S., Destek Vektör Makineleriyle Deneysel Sıvı Tankının Denetimi, Türkiye Otomatik Kontrol (TOK) Toplantısı 2008 Bildiriler Kitabı, 748-753, İstanbul, 2008.
E2. İplikçi, S., Destek Vektör Makineleriyle Çevrimiçi Denetim, Türkiye Otomatik Kontrol (TOK) Toplantısı 2007 Bildiriler Kitabı, 271-276, İstanbul, 2007.
E3. İplikçi, S., Destek Vektör Makineleriyle Genelleştirilmiş Öngörülü Denetim, Türkiye Otomatik Kontrol (TOK) Toplantısı 2006 Bildiriler Kitabı, 603-608, Ankara, 2006.
E4. İplikçi, S., Kaotik Dinamiklerin En Küçük Kareler Destek Vektör Makineleriyle Yeniden Oluşturulması, Türkiye Otomatik Kontrol (TOK) Toplantısı 2006 Bildiriler Kitabı, 172-177, Ankara, 2006.
E5. İplikçi, S., Destek Vektörü Makineleri ile Doğrusal-Olmayan Sistemlerin Çevrimiçi Modellenmesi, Türkiye Otomatik Kontrol (TOK) Toplantısı 2005 Bildiriler Kitabı, 149-153, Ankara, 2005.
E6. İplikçi, S., Yapay Sinir Ağlari Tabanlı Genelleştirilmiş Kestirimli Kontrol, III. Otomasyon Sempozyumu Bildiriler Kitabı, 137-142, Denizli, 2006.
E7. İplikçi, S. and Denizhan, Y., Kaotik Sistemler için Yapay Sinir Ağı Tabanlı Bir Hedef Bölgesine Götürme Yöntemi, Türkiye Otomatik Kontrol (TOK) Toplantısı 2002 Bildiriler Kitabı, 281-291, Ankara, 2002.
F) OTHER PUBLICATIONS
F1. İplikçi, S., Destek Vektörü Makineleri ve Uygulamaları, Endüstri & Otomasyon, 109, 36-40, 2006.