Burcu Bakir-Gungor
Orcid: 0000-0002-2272-6270Affiliations:
- Abdullah Gul University, Kayseri, Turkey
According to our database1,
Burcu Bakir-Gungor
authored at least 39 papers
between 2006 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
PeerJ Comput. Sci., 2025
Breast Cancer Detection Using a New Parallel Hybrid Logistic Regression Model Trained by Particle Swarm Optimization and Clonal Selection Algorithms.
Concurr. Comput. Pract. Exp., 2025
Prediction of colorectal cancer based on taxonomic levels of microorganisms and discovery of taxonomic biomarkers using the Grouping-Scoring-Modeling (G-S-M) approach.
Comput. Biol. Medicine, 2025
PathDisGene: Discovering Informative Gene Groups for Disease Diagnosis Using Pathway-Disease Associations and a Grouping, Scoring, Modeling-Based Machine Learning Approach.
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025
Enhancing the Efficiency of the Grouping-Scoring-Modeling Framework with Statistical Pre-Scoring Component for Transcriptomic Data Analysis.
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025
Identifying Inflammatory Bowel Disease-Associated Gene Ontology Groups Using Biological Knowledge-Based Machine Learning.
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025
2024
IEEE ACM Trans. Comput. Biol. Bioinform., 2024
Network anomaly detection using Deep Autoencoder and parallel Artificial Bee Colony algorithm-trained neural network.
PeerJ Comput. Sci., 2024
CSA-DE-LR: enhancing cardiovascular disease diagnosis with a novel hybrid machine learning approach.
PeerJ Comput. Sci., 2024
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
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
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
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021
2020
F1000Research, 2020
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.
CoRR, 2020
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
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020
2019
In-Silico Methods to Identify Common MicroRNAs and Pathways of Neuromuscular Diseases.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019
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
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
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