Burcu Bakir-Gungor

Orcid: 0000-0002-2272-6270

According to our database1, Burcu Bakir-Gungor authored at least 31 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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On csauthors.net:

Bibliography

2024
CSA-DE-LR: enhancing cardiovascular disease diagnosis with a novel hybrid machine learning approach.
PeerJ Comput. Sci., 2024

Aguhyper: a hyperledger-based electronic health record management framework.
PeerJ Comput. Sci., 2024

CCPred: Global and population-specific colorectal cancer prediction and metagenomic biomarker identification at different molecular levels using machine learning techniques.
Comput. Biol. Medicine, 2024

Prediction of Type 2 Diabetes using Metagenomic Data and Identification of Taxonomic Biomarkers.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Classification of Breast Cancer Molecular Subtypes with Grouping-Scoring-Modeling Approach that Incorporates Disease-Disease Association Information.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Metagenomic Data Analysis with Machine Learning to Discover Colorectal Cancer-Associated Enzymes.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Graph-based Biomedical Knowledge Discovery.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

TextNetTopics-SFTS-SBTS: TextNetTopics Scoring Approaches Based Sequential Forward and Backward.
Proceedings of the Bioinformatics and Biomedical Engineering, 2024

SEMANT - Feature Group Selection Utilizing FastText-Based Semantic Word Grouping, Scoring, and Modeling Approach for Text Classification.
Proceedings of the Database and Expert Systems Applications, 2024

2023
PriPath: identifying dysregulated pathways from differential gene expression via grouping, scoring, and modeling with an embedded feature selection approach.
BMC Bioinform., December, 2023

Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis.
Comput. Stand. Interfaces, 2023

Prediction of Antimicrobial Peptides Using Deep Neural Networks.
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.
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.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2021
Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data.
Entropy, 2021

Integrating Gene Ontology Based Grouping and Ranking into the Machine Learning Algorithm for Gene Expression Data Analysis.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

SVM-RCE-R-OPT: Optimization of Scoring Function for SVM-RCE-R.
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.
F1000Research, 2020

Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.
CoRR, 2020

A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Blockchain-based Fog Computing Applications in Healthcare.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019
Expanding Label Sets for Graph Convolutional Networks.
CoRR, 2019

In-Silico Methods to Identify Common MicroRNAs and Pathways of Neuromuscular Diseases.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

In-Silico Identification of Papillary Thyroid Carcinoma Molecular Mechanisms.
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.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2014
HomSI: a homozygous stretch identifier from next-generation sequencing data.
Bioinform., 2014

PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data.
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)
PhD thesis, 2012

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

2006
Functional Classification of G-Protein Coupled Receptors, Based on Their Specific Ligand Coupling Patterns.
Proceedings of the Applications of Evolutionary Computing, 2006


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