Burcu Bakir-Gungor

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Gene Expression

Linear Discriminant

Disease Diagnosis

Feature Selection

Top Venues

PeerJ Comput. Sci.

Publications

Beyhan Adanur Dedeturk, Burcu Bakir-Gungor
Aguhyper: a hyperledger-based electronic health record management framework. PeerJ Comput. Sci. 10 (2024)
Nur Sebnem Ersoz, Cihan Kuzudisli, Malik Yousef, Burcu Bakir-Gungor
Metagenomic Data Analysis with Machine Learning to Discover Colorectal Cancer-Associated Enzymes. SIU (2024)
Mustafa Temiz, Cihan Kuzudisli, Malik Yousef, Burcu Bakir-Gungor
Prediction of Type 2 Diabetes using Metagenomic Data and Identification of Taxonomic Biomarkers. SIU (2024)
Daniel Voskergian, Burcu Bakir-Gungor, Malik Yousef
SEMANT - Feature Group Selection Utilizing FastText-Based Semantic Word Grouping, Scoring, and Modeling Approach for Text Classification. DEXA (2) (2024)
Beyhan Adanur Dedeturk, Bilge Kagan Dedeturk, Burcu Bakir-Gungor
CSA-DE-LR: enhancing cardiovascular disease diagnosis with a novel hybrid machine learning approach. PeerJ Comput. Sci. 10 (2024)
Osman Altuner, Burcu Bakir-Gungor, Gokhan Bakal
Graph-based Biomedical Knowledge Discovery. SIU (2024)
Emma Qumsiyeh, Burcu Bakir-Gungor, Malik Yousef
Classification of Breast Cancer Molecular Subtypes with Grouping-Scoring-Modeling Approach that Incorporates Disease-Disease Association Information. SIU (2024)
Miray Unlu Yazici, Malik Yousef, J. S. Marron, Burcu Bakir-Gungor
miRcorrNetPro: Unraveling Algorithmic Insights through Cross-Validation in Multi-Omics Integration for Comprehensive Data Analysis. BIBM (2023)
Burak Kolukisa, Burcu Bakir-Gungor
Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis. Comput. Stand. Interfaces 84 (2023)
Malik Yousef, Fatma Ozdemir, Amhar Jaber, Jens Allmer, Burcu Bakir-Gungor
PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach. BMC Bioinform. 24 (1) (2023)
Ümmü Gülsüm Söylemez, Malik Yousef, Burcu Bakir-Gungor
Prediction of Antimicrobial Peptides Using Deep Neural Networks. BIOINFORMATICS (2023)
Yunus Emre Isik, Yasin Görmez, Zafer Aydin, Burcu Bakir-Gungor
The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Malik Yousef, Amhar Jabeer, Burcu Bakir-Gungor
SVM-RCE-R-OPT: Optimization of Scoring Function for SVM-RCE-R. DEXA Workshops (2021)
Malik Yousef, Ahmet Sayici, Burcu Bakir-Gungor
Integrating Gene Ontology Based Grouping and Ranking into the Machine Learning Algorithm for Gene Expression Data Analysis. DEXA Workshops (2021)
Malik Yousef, Abhishek Kumar, Burcu Bakir-Gungor
Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data. Entropy 23 (1) (2021)
Miray Unlu Yazici, Burcu Bakir-Gungor
A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes. SIU (2020)
Malik Yousef, Burcu Bakir-Gungor, Amhar Jabeer, Gokhan Goy, Rehman Qureshi, Louise C. Showe
Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME. F1000Research 9 (2020)
Hilal Hacilar, O. Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods. CoRR (2020)
Burak Kolukisa, Vehbi Cagri Gungor, Burcu Bakir-Gungor
An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis. SIU (2020)
Nur Sebnem Ersoz, Yasin Guzel, Burcu Bakir-Gungor
In-Silico Identification of Papillary Thyroid Carcinoma Molecular Mechanisms. SIU (2019)
Mustafa Coskun, Burcu Bakir-Gungor, Mehmet Koyutürk
Expanding Label Sets for Graph Convolutional Networks. CoRR (2019)
Miray Unlu Yazici, Evrim Aksu Menges, Yeliz Z. Akkaya Ulum, Burcu Balcihayta, Burcu Bakir-Gungor
In-Silico Methods to Identify Common MicroRNAs and Pathways of Neuromuscular Diseases. SIU (2019)
Burak Kolukisa, Hilal Hacilar, Gokhan Goy, Mustafa Kus, Burcu Bakir-Gungor, Atilla Aral, Vehbi Cagri Gungor
Evaluation of Classification Algorithms, Linear Discriminant Analysis and a New Hybrid Feature Selection Methodology for the Diagnosis of Coronary Artery Disease. IEEE BigData (2018)
Zeliha Görmez, Burcu Bakir-Gungor, Mahmut Samil Sagiroglu
HomSI: a homozygous stretch identifier from next-generation sequencing data. Bioinform. 30 (3) (2014)
Burcu Bakir-Gungor, Ece Egemen, Osman Ugur Sezerman
PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data. Bioinform. 30 (9) (2014)
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
The Rat Genome Database 2009: variation, ontologies and pathways. Nucleic Acids Res. 37 (Database-Issue) (2009)