Yazar "Kuzudisli, Cihan" için listeleme
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Effect of Recursive Cluster Elimination with Different Clustering Algorithms Applied to Gene Expression Data
Kuzudisli, Cihan; Bakir-Gungor, Burcu; Qaqish, Bahjat F.; Yousef, Malik. (Institute of Electrical and Electronics Engineers Inc., 2023)Feature selection (FS) is an effective tool in dealing with high dimensionality and reducing computational cost. Support Vector Machines – Recursive Cluster Elimination (SVM-RCE) is one of several algorithms that have ... -
Identification of Shared Pathways Among Immune Related Diseases Utilizing Active Subnetworks
Eryilmaz, Mahmut Kaan; Kuzudisli, Cihan; Gungor, Burcu Bakir (IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2020)Different, but related diseases often contain shared symptoms indicating the presence of possible overlaps in underlying pathogenic mechanisms. The identification of the shared pathways and related factors across these ... -
Review of feature selection approaches based on grouping of features
Kuzudisli, Cihan; Bakir-Gungor, Burcu; Bulut, Nurten; Qaqish, Bahjat; Yousef, Malik (PeerJ Inc., 2023)With the rapid development in technology, large amounts of high-dimensional data have been generated. This high dimensionality including redundancy and irrelevancy poses a great challenge in data analysis and decision ...