Erdem Dilmen

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This paper introduces a novel deep recurrent support vector regressor (DRSVR) model for online regression. DRSVR model is constructed by a state equation followed by an output construction. The inner layer is actually a least squares support vector regressor (LS-SVR) of the states with an adaptive kernel function. In addition, an infinite impulse response(More)
In this paper, the well-known heuristic Artificial Bee Colony algorithm (ABC) and deterministic Levenberg-Marquardt (LM) optimization method are unified to get better performance of nonlinear optimization. In the proposed cascaded ABC-LM algorithm, the power of the ABC and LM algorithms are synergized to reduce computational-time and get rid of the problem(More)
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