Burcu Bakir-Gungor

According to our database, Burcu Bakir-Gungor authored at least 22 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach.

Malik Yousef, Fatma Ozdemir, Amhar Jaber, Jens Allmer, Burcu Bakir-Gungor

BMC Bioinform., December, 2023

Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis.

Burak Kolukisa, Burcu Bakir-Gungor

Comput. Stand. Interfaces, 2023

Prediction of Antimicrobial Peptides Using Deep Neural Networks.

Ümmü Gülsüm Söylemez, Malik Yousef, Burcu Bakir-Gungor

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis.

Miray Unlu Yazici, Malik Yousef, J. S. Marron, Burcu Bakir-Gungor

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease.

Yunus Emre Isik, Yasin Görmez, Zafer Aydin, Burcu Bakir-Gungor

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2021

Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data.

Malik Yousef, Abhishek Kumar, Burcu Bakir-Gungor

Entropy, 2021

Integrating Gene Ontology Based Grouping and Ranking into the Machine Learning Algorithm for Gene Expression Data Analysis.

Malik Yousef, Ahmet Sayici, Burcu Bakir-Gungor

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

SVM-RCE-R-OPT: Optimization of Scoring Function for SVM-RCE-R.

Malik Yousef, Amhar Jabeer, Burcu Bakir-Gungor

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

2020

Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME.

Malik Yousef, Burcu Bakir-Gungor, Amhar Jabeer, Gokhan Goy, Rehman Qureshi, Louise C. Showe

F1000Research, 2020

Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.

Hilal Hacilar, Özkan Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor

CoRR, 2020

A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes.

Miray Unlu Yazici, Burcu Bakir-Gungor

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis.

Burak Kolukisa, Vehbi Cagri Gungor, Burcu Bakir-Gungor

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Blockchain-based Fog Computing Applications in Healthcare.

Beyhan Adanur, Burcu Bakir-Güngör, Ahmet Soran

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Expanding Label Sets for Graph Convolutional Networks.

Mustafa Coskun, Burcu Bakir-Gungor, Mehmet Koyutürk

CoRR, 2019

In-Silico Methods to Identify Common MicroRNAs and Pathways of Neuromuscular Diseases.

Miray Unlu Yazici, Evrim Aksu Menges, Yeliz Z. Akkaya Ulum, Burcu Balcihayta, Burcu Bakir-Gungor

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

In-Silico Identification of Papillary Thyroid Carcinoma Molecular Mechanisms.

Nur Sebnem Ersoz, Yasin Guzel, Burcu Bakir-Gungor

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Evaluation of Classification Algorithms, Linear Discriminant Analysis and a New Hybrid Feature Selection Methodology for the Diagnosis of Coronary Artery Disease.

Burak Kolukisa, Hilal Hacilar, Gokhan Goy, Mustafa Kus, Burcu Bakir-Gungor, Atilla Aral, Vehbi Cagri Gungor

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2014

HomSI: a homozygous stretch identifier from next-generation sequencing data.

Zeliha Görmez, Burcu Bakir-Gungor, Mahmut Samil Sagiroglu

Bioinform., 2014

PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data.

Burcu Bakir-Gungor, Ece Egemen, Osman Ugur Sezerman

Bioinform., 2014

2012

Bioinformatics approaches to associate single nucleotide polymorphisms with human diseases according to their pathway related context (Tek nükleotid polimorfizmlerini yolaklar üzerinden insan hastalıkları ile ilişkilendirmek için biyoinformatik yöntemler)

Burcu Bakir-Gungor

PhD thesis, 2012

2009

The Rat Genome Database 2009: variation, ontologies and pathways.

Melinda R. Dwinell, Elizabeth A. Worthey, Mary Shimoyama, Burcu Bakir-Gungor, Jeffrey DePons, Stanley J. F. Laulederkind, Timothy Lowry, Rajni Nigam, Victoria Petri, Jennifer R. Smith, Alexander Stoddard, Simon N. Twigger, Howard J. Jacob

Nucleic Acids Res., 2009

2006

Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns.

Burcu Bakir, Osman Ugur Sezerman

Proceedings of the Applications of Evolutionary Computing, 2006