Online Stabilization of Chaotic Maps Via Support Vector Machines Based Generalized Predictive Control. - Serdar Iplikci (ICANN (1), 2006)

Support Vector Machines Based Generalized Predictive Control of Chaotic Systems. - Serdar Iplikci (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2006)

Controlling the Experimental Three-Tank System via Support Vector Machines. - Serdar Iplikci (ICANNGA, 2009)

Performance based sliding mode controller using support vector machines. - Sezai Tokat; Serdar Iplikci; Lütfi Ulusoy (ICONS, 2009)

Application of two non-linear prediction tools to the estimation of tunnel boring machine performance. - Saffet Yagiz; Candan Gokceoglu; Ebru Akcapinar Sezer; Serdar Iplikci (Eng. Appl. Artif. Intell., 2009)

Support vector machines based neuro-fuzzy control of nonlinear systems. - Serdar Iplikci (Neurocomputing, 2010)

B-Spline Neural Networks Based PID Controller for Hammerstein Systems. - Xia Hong 001; Serdar Iplikci; Sheng Chen 001; Kevin Warwick (ICIC (3), 2012)

Parkinson's Disease tremor classification - A comparison between Support Vector Machines and neural networks. - Song Pan; Serdar Iplikci; Kevin Warwick; Tipu Z. Aziz (Expert Syst. Appl., 2012)

River Flow Estimation from Upstream Flow Records Using Support Vector Machines. - Halil Karahan; Serdar Iplikci; Mutlu Yasar; Gürhan Gürarslan (J. Appl. Math., 2014)

Soft sensor applications of RK-based nonlinear observers and experimental comparisons. - Meric Cetin; Selami Beyhan; Serdar Iplikci (Intell. Autom. Soft Comput., 2017)

Time-Varying Fault Tolerant Control of Nonlinear MIMO Systems. - Meric Cetin; Selami Beyhan; Serdar Iplikci (MED, 2018)

An efficient sliding mode observer-based model predictive control: experimental implementation on a DC/DC power converter. - Bedri Bahtiyar; Meric Cetin; Selami Beyhan; Serdar Iplikci (Trans. Inst. Meas. Control, 2018)

A Novel Modification on the Levenberg-Marquardt Algorithm for Avoiding Overfitting in Neural Network Training. - Serdar Iplikci; Batuhan Bilgi; Ali Menemen; Bedri Bahtiyar (ICANN (2), 2019)