Big data has become part of the life for many people. The data about people's life are being
continously collected, analysized and applied as our society progresses into the big data …

In an electronic nose (e-nose) system, the gas sensor array is the key component for
detecting the volatile profile of a sample. An inappropriate sensor combination can lead to …

Abstract 3D cell culture approaches are cell culture methods that provide good visualization
of interactions between cells while preserving the natural growth pattern. In recent years …

Discovering disease biomarkers from gene expression data has been greatly advanced by
feature selection (FS) methods, especially using ensemble FS (EFS) strategies with …

Chronic kidney disease (CKD) is one of the leading medical ailments in developing
countries. Due to the limited healthcare infrastructure and the lack of trained human …

Configuration parameter optimization is an important means of improving the performance of
the MapReduce model. The existing parameter tuning methods usually optimize all …

Görüntü işleme yöntem ve tekniklerinin gün geçtikçe daha iyi sonuç vermesi, ekolojik
dengenin duyarlılığı açısından önem arz etmektedir. Bu makale ekolojik dengenin temel …

Background: Feature selection (FS), a crucial preprocessing step in machine learning,
greatly reduces the dimension of data and improves model performance. This paper focuses …

Automated medical diagnosis is one of the important machine learning applications in the
domain of healthcare. In this regard, most of the approaches primarily focus on optimizing …

Applying ensemble feature selection (EFS) models in various problems has not been
actively discussed, and there has been a lack of effort to make it applicable in the situations …