Yazar "Cengiz M.A." için listeleme
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Accurate binary decisions for assessing coronary artery disease
Cengiz M.A. (Wayne State University, 2004)Generalized linear models offer convenient and highly applicable tools for modeling and predicting the behavior of random variables in terms of observable factors and covariates. This paper investigates applications of a ... -
Analysis of proportional hazards assumption in Cox regression model using residuals and an application on lung cancer patients
Terzi Y.; Cengiz M.A.; Bek Y. (Turkiye Klinikleri, 2005)Objective: To aim of this study was to investigate proportional hazards assumption in Cox regression model with application to patients with lung cancer. Material and Methods: Two-hundred twenty-seven patients with lung ... -
A Bayesian approach for assessing arterial occlusive disease
Cengiz M.A.; Terze Y.; Bek Y. (2004)Arterial Occlusive disease is a severe ailment, which consists of the partial blockage (stenoses) of an artery, leading to a diminished flow of blood and corresponding pain. In this study, bivariate generalized linear ... -
Bayesian inference for bivariate generalized linear models in diagnosing renal arterial obstruction
Cengiz M.A. (2005)Generalized linear models are well-established generalizations of the linear models used for regression and analysis of variance. They allow flexible mean structures and general distributions, other than the linear link ... -
Noise Detection in Imbalanced Classes Using Adaptive Boosting
Saglam F.; Cengiz M.A. (Institute of Electrical and Electronics Engineers Inc., 2019)One of the problems frequently encountered in machine learning is the imbalanced class problem. Since the classification algorithms in the literature show bias according to the number of observations of the classes, various ... -
The use of several information criteria for logistic regression model to investigate the effects of diabetic drugs on HbA1c levels
Murat N.; Dünder E.; Cengiz M.A.; Onger M.E. (Scientific Publishers of India, 2018)HbA1c measurement is an important indicator for checking the diabetes care in a patient. There are several drugs to hold HbA1c in desired level. Diabetic drugs assist the patients for decreasing the glucose level so HbA1c ...
