Cengiz SERTKAYA

• PHD
• Engineer at Sakarya University

The basis of a wastewater treatment system is to achieve the desired characteristics of the wastewater treatment process. An estimation of the obtained wastewater treatment characteristics provides the information needed to set up the current process steps, and it is important to have an optimum treatment. In this study, an artificial immune system...

In this study, the Pima Indian Diabetes dataset was categorized with 8 difierent classifiers. The data were taken from the University of California Irvine Machine Learning Repository's web site. As a classifier, 6 difierent neural networks [probabilistic neural network (PNN), learning vector quantization, feedforward networks, cascade-forward netwo...

Wastewater treatment systems speed up natural cleansing process to achieve the desired treatment objectives. Prediction of the obtained wastewater treatment characteristics provides to set up existing process steps and it is important to achieve maximum process efficiency. In this study, a computer aided decision tree based on gini algorithm is dev...

Millions of people are diagnosed every year with a chest disease in the world. Chronic obstructive pulmonary and pneumonia diseases are two of the most important chest diseases. And these are very common illnesses in Turkey. In this paper, a comparative study on chronic obstructive pulmonary and pneumonia diseases diagnosis was realized by using ne...

In this paper, we present what Artificial Immune System is and how this technology intersects with the biology and computer science in the research area of computer aided diagnosis. Artificial Immune System is a sub-field of computational intelligence, biologically-inspired computing and natural computation with the interest in machine learning and...