Vilda Purutçuoğlu Gazi

E-mail

vpurutcu@metu.edu.tr

Department

Department of Statistics

ORCID

0000-0002-3913-9005

Scopus Author ID

16023097100

Web of Science Researcher ID

AAZ-6759-2020

COMPARATIVE STUDY BY ADDING BOOTSTRAPPING STAGE IN CONSTRUCTION OF BIOLOGICAL NETWORKS Kaygusuz, Mehmet Ali; Purutçuoğlu Gazi, Vilda (2025-01-01) Model selection methods are very popular in high-dimensional settings in recent years due to the availability of massive amounts of data, specifically from genetical, image progressing, and financial sources. Therefore, th...
INFERENCE OF TIME SERIES CHAIN GRAPHICAL MODEL Farnoudkia, Hajar; Purutçuoğlu Gazi, Vilda (2025-01-01) Biological data can have complex structures due to the high dependence on genes, limited observations, and sparse interactions. This complexity increases when we also consider the influence of time on the construction of t...
Approximate stochastic simulation algorithms Demirbüken, Saliha; Purutçuoğlu Gazi, Vilda (Mouton de Gruyter, 2024-12-01)
Selection of threshold in binary graphs of biological networks Purutçuoğlu Gazi, Vilda; Bahçivancı, Başak (Mouton de Gruyter, 2024-12-01)
Model selection criteria with bootstrap algorithms: applications in biological networks Kaygusuz, Mehmet Ali; Purutçuoğlu Gazi, Vilda (Mouton de Gruyter, 2024-12-01)
Outlier detection in biomedical data: ECG-focused approaches Erkuş, Ekin Can; Purutçuoğlu Gazi, Vilda (Mouton de Gruyter, 2024-12-01)
Optimal model description of finance and human factor indices Kalaycı, Betül; Purutçuoğlu Gazi, Vilda; Weber, Gerhard Wilhelm (2024-01-01) Economists have conducted research on several empirical phenomena regarding the behavior of individual investors, such as how their emotions and opinions influence their decisions. All those emotions and opinions are descr...
A new collective anomaly detection approach using pitch frequency and dissimilarity: Pitchy anomaly detection (PAD) Erkuş, Ekin Can; Purutçuoğlu Gazi, Vilda (2023-09-01) Anomaly detection in time series is an important process that can aid in both preprocessing and postprocessing, particularly in biomedical data modalities where anomalies often signify the presence of disorders that requir...
Deep neural networks for average treatment effect on biological networks Kaygusuz, Mehmet Ali; Purutçuoğlu Gazi, Vilda (2023-05-08)
Mathematical Modeling of Elderly in Turkish Family Atar, Gizem; Purutçuoğlu Gazi, Vilda (2023-03-07)

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