Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI

Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber-Reinforced Polymer Sandwich Composites Using Acoustic Emission

Gulsen A., Kolukisa B., ÇALIŞKAN U., Bakir-Gungor B., Gungor V. C.
Advanced Engineering Materials , vol.26, no.22, 2024 (SCI-Expanded) identifier

CCPred: Global and population-specific colorectal cancer prediction and metagenomic biomarker identification at different molecular levels using machine learning techniques

Bakir-Gungor B., Temiz M., Inal Y., Cicekyurt E., Yousef M.
Computers in Biology and Medicine , vol.182, 2024 (SCI-Expanded) identifier identifier

Aguhyper: a hyperledger-based electronic health record management framework

Dedeturk B., Bakir-Gungor B.
PeerJ Computer Science , vol.10, pp.1-33, 2024 (SCI-Expanded) identifier identifier

Novel Antimicrobial Peptide Design Using Motif Match Score Representation

Soylemez U. G., Yousef M., Bakir-Gungor B.
IEEE/ACM Transactions on Computational Biology and Bioinformatics , 2024 (SCI-Expanded) identifier identifier

Defect classification of composite materials using transfer learning methods

Gulsen A., Kolukisa B., ÖZDEMİR A. T., Bakir-Gungor B., Gungor V. C.
Nondestructive Testing and Evaluation , 2024 (SCI-Expanded) identifier

CSA-DE-LR: enhancing cardiovascular disease diagnosis with a novel hybrid machine learning approach

Dedeturk B. A., DEDETÜRK B. K., Bakir-Gungor B.
PeerJ Computer Science , vol.10, 2024 (SCI-Expanded) identifier identifier

Network anomaly detection using Deep Autoencoder and parallel Artificial Bee Colony algorithm-trained neural network

Hacılar H., DEDETÜRK B. K., Bakir-Gungor B., Gungor V. C.
PeerJ Computer Science , vol.10, 2024 (SCI-Expanded) identifier

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

Yousef M., ÖZDEMİR F., Jaber A., Allmer J., GÜNGÖR B.
BMC Bioinformatics , vol.24, no.1, 2023 (SCI-Expanded) identifier identifier

AMP-GSM: Prediction of Antimicrobial Peptides via a Grouping–Scoring–Modeling Approach

Söylemez Ü. G., Yousef M., GÜNGÖR B.
Applied Sciences (Switzerland) , vol.13, no.8, 2023 (SCI-Expanded) identifier

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

KOLUKISA B., Bakir-Gungor B.
Computer Standards and Interfaces , vol.84, 2023 (SCI-Expanded) Sustainable Development identifier identifier

miRdisNET: Discovering microRNA biomarkers that are associated with diseases utilizing biological knowledge-based machine learning

Jabeer A., Temiz M., GÜNGÖR B., Yousef M.
Frontiers in Genetics , vol.13, 2023 (SCI-Expanded) identifier identifier

Review of feature selection approaches based on grouping of features

Kuzudisli C., GÜNGÖR B., BULUT N., Qaqish B., Yousef M.
PeerJ , vol.11, 2023 (SCI-Expanded) identifier identifier

Topological feature generation for link prediction in biological networks

Temiz M., GÜNGÖR B., Güner Şahan P., COŞKUN M.
PeerJ , vol.11, 2023 (SCI-Expanded) identifier identifier

microBiomeGSM: the identification of taxonomic biomarkers from metagenomic data using grouping, scoring and modeling (G-S-M) approach

GÜNGÖR B., Temiz M., Jabeer A., Wu D., Yousef M.
Frontiers in Microbiology , vol.14, 2023 (SCI-Expanded) Creative Commons License identifier identifier

GeNetOntology: identifying affected gene ontology terms via grouping, scoring, and modeling of gene expression data utilizing biological knowledge-based machine learning

Ersoz N. S., GÜNGÖR B., Yousef M.
Frontiers in Genetics , vol.14, 2023 (SCI-Expanded) identifier identifier

TextNetTopics Pro, a topic model-based text classification for short text by integration of semantic and document-topic distribution information

Voskergian D., GÜNGÖR B., Yousef M.
Frontiers in Genetics , vol.14, 2023 (SCI-Expanded) identifier identifier

A toolbox of machine learning software to support microbiome analysis

Marcos-Zambrano L. J., López-Molina V. M., GÜNGÖR B., Frohme M., Karaduzovic-Hadziabdic K., Klammsteiner T., et al.
Frontiers in Microbiology , vol.14, 2023 (SCI-Expanded) Creative Commons License identifier identifier

Invention of 3Mint for feature grouping and scoring in multi-omics

ÜNLÜ YAZICI M., Marron J., GÜNGÖR B., Zou F., Yousef M.
Frontiers in Genetics , vol.14, 2023 (SCI-Expanded) Creative Commons License identifier identifier

Clinical and molecular evaluation of MEFV gene variants in the Turkish population: a study by the National Genetics Consortium

DÜNDAR M., FAHRİOGLU U., Yildiz S. H., Bakir-Gungor B., TEMEL Ş. G., AKIN H., et al.
FUNCTIONAL & INTEGRATIVE GENOMICS , vol.22, no.3, pp.291-315, 2022 (SCI-Expanded) identifier identifier identifier

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

IŞIK Y. E., GÖRMEZ Y., AYDIN Z., Bakir-Gungor B.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS , vol.19, no.3, pp.1909-1918, 2022 (SCI-Expanded) identifier identifier identifier

miRModuleNet: Detecting miRNA-mRNA Regulatory Modules

Yousef M., GÖY G., Bakir-Gungor B.
FRONTIERS IN GENETICS , vol.13, 2022 (SCI-Expanded) Creative Commons License identifier identifier identifier

Inflammatory bowel disease biomarkers of human gut microbiota selected via different feature selection methods

Bakir-Gungor B., Lar H., Jabeer A., NALBANTOĞLU Ö. U., Aran O., Yousef M.
PEERJ , vol.10, 2022 (SCI-Expanded) Sustainable Development identifier identifier identifier

Prediction of Linear Cationic Antimicrobial Peptides Active against Gram-Negative and Gram-Positive Bacteria Based on Machine Learning Models

Soylemez U. G., Yousef M., KESMEN Z., Buyukkiraz M. E., Bakir-Gungor B.
APPLIED SCIENCES-BASEL , vol.12, no.7, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Enlightening the molecular mechanisms of type 2 diabetes with a novel pathway clustering and pathway subnetwork approach

Bakir-Gungor B., ÜNLÜ YAZICI M., GÖY G., Temiz M.
TURKISH JOURNAL OF BIOLOGY , vol.46, no.4, pp.318-351, 2022 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier identifier

Developing a label propagation approach for cancer subtype classification problem

GÜNER P., Bakir-Gungor B., Coskun M.
TURKISH JOURNAL OF BIOLOGY , vol.46, no.2, pp.145-161, 2022 (SCI-Expanded) Sustainable Development identifier identifier identifier identifier

Blockchain for genomics and healthcare: a literature review, current status, classification and open issues

ADANUR DEDETÜRK B., SORAN A., Bakir-Gungor B.
PEERJ , vol.9, 2021 (SCI-Expanded) identifier identifier identifier

Discovering Potential Taxonomic Biomarkers of Type 2 Diabetes From Human Gut Microbiota via Different Feature Selection Methods

Bakir-Gungor B., Bulut O., Jabeer A., NALBANTOĞLU Ö. U., Yousef M.
FRONTIERS IN MICROBIOLOGY , vol.12, 2021 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

miRcorrNet: machine learning-based integration of miRNA and mRNA expression profiles, combined with feature grouping and ranking

Yousef M., GÖY G., Mitra R., Eischen C. M., Jabeer A., Bakir-Gungor B.
PEERJ , vol.9, 2021 (SCI-Expanded) Sustainable Development identifier identifier identifier

Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions

Moreno-Indias I., Lahti L., Nedyalkova M., Elbere I., Roshchupkin G., Adilovic M., et al.
FRONTIERS IN MICROBIOLOGY , vol.12, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

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

Yousef M., Kumar A., Bakir-Gungor B.
ENTROPY , vol.23, no.1, 2021 (SCI-Expanded) Creative Commons License identifier identifier identifier

Multi fragment melting analysis system (MFMAS) for one-step identification of lactobacilli

KESMEN Z., Kilic O., GÖRMEZ Y., ÇELİK M., Bakir-Gungor B.
JOURNAL OF MICROBIOLOGICAL METHODS , vol.177, 2020 (SCI-Expanded) Sustainable Development identifier identifier identifier

In silico analyses and global transcriptional profiling reveal novel putative targets for Pea3 transcription factor related to its function in neurons

KANDEMİR B., Dag U., Gungor B., Durasi I. M., Erdogan B., Sahin E., et al.
PLOS ONE , vol.12, no.2, 2017 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier identifier

Active Subnetwork GA: A Two Stage Genetic Algorithm Approach to Active Subnetwork Search

ÖZIŞIK O., Bakir-Gungor B., DİRİ B., Sezerman O. U.
CURRENT BIOINFORMATICS , vol.12, no.4, pp.320-328, 2017 (SCI-Expanded) identifier

'Epistatic interactions between autoimmunity and genetic thrombophilia' Reply

Bakir-Gungor B., REMMERS E. F., MEGURO A., MIZUKI N., KASTNER D. L., Gül A., et al.
EUROPEAN JOURNAL OF HUMAN GENETICS , vol.23, no.10, pp.1279-1280, 2015 (SCI-Expanded) Creative Commons License identifier identifier

Identification of possible pathogenic pathways in Behcet's disease using genome-wide association study data from two different populations

Bakir-Gungor B., REMMERS E. F., MEGURO A., MIZUKI N., KASTNER D. L., Gül A., et al.
EUROPEAN JOURNAL OF HUMAN GENETICS , vol.23, no.5, pp.678-687, 2015 (SCI-Expanded) Creative Commons License identifier identifier

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

Bakir-Gungor B., Egemen E., Sezerman O. U.
BIOINFORMATICS , vol.30, no.9, pp.1287-1289, 2014 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

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

GORMEZ Z., Bakir-Gungor B., SAGIROGLU M. S.
BIOINFORMATICS , vol.30, no.3, pp.445-447, 2014 (SCI-Expanded) Creative Commons License identifier identifier

Identifying SNP targeted pathways in partial epilepsies with genome-wide association study data

Bakir-Gungor B., BAYKAN B., Iseri S. U., Tuncer F. N., Sezerman O. U.
EPILEPSY RESEARCH , vol.105, pp.92-102, 2013 (SCI-Expanded) identifier identifier

The Identification of Pathway Markers in Intracranial Aneurysm Using Genome-Wide Association Data from Two Different Populations

GÜNGÖR B., Sezerman O. U.
PLoS ONE , vol.8, no.3, 2013 (SCI-Expanded) Creative Commons License identifier identifier

A new methodology to associate snps with human diseases according to their pathway related context

GÜNGÖR B., Sezerman O. U.
PLoS ONE , vol.6, no.10, 2011 (SCI-Expanded) identifier identifier

The Rat Genome Database 2009: Variation, ontologies and pathways

Dwinell M. R., Worthey E. A., Shimoyama M., GÜNGÖR B., Depons J., Laulederkind S., et al.
Nucleic Acids Research , vol.37, no.SUPPL. 1, 2009 (SCI-Expanded) Creative Commons License identifier identifier
Articles Published in Other Journals

eTNT: Enhanced TextNetTopics with Filtered LDA Topics and Sequential Forward / Backward Topic Scoring Approaches

Voskergian D., Jayousi R., Bakir-Gungor B.
International Journal of Advanced Computer Science and Applications , vol.15, no.7, pp.1135-1144, 2024 (ESCI) identifier

Comparative Performance Analysis of ARIMA, Prophet and Holt-Winters Forecasting Methods on European COVID-19 Data

ERSÖZ N. Ş., GÜNER P., AKBAŞ A., BAKİR-GUNGOR B.
International Journal of 3D Printing Technologies and Digital Industry , vol.6, no.3, pp.556-565, 2022 (Peer-Reviewed Journal) identifier

Impact of Image Preprocessing on Skin Cancer Image Classification Using Convolutional Neural Networks

Güngör B., Adanur Dedetürk B., Taşdemir K.
Kocaeli Journal of Science and Engineering , vol.38, no.2, pp.190-200, 2022 (Peer-Reviewed Journal) Sustainable Development

Evaluation of Sub-Network search programs in epilepsy-related GWAS dataset

ADANUR DEDETÜRK B., Bakir Gungor B.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.28, no.2, pp.292-298, 2022 (ESCI) identifier identifier

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

Yousef M., GÜNGÖR B., Jabeer A., GÖY G., Qureshi R., C. Showe L.
F1000Research , vol.9, 2021 (Scopus) Creative Commons License identifier identifier

Correlation of PAPP-A values with maternal characteristics, biochemical and ultrasonographic markers of pregnancy

Kaymakcalan H., Uzut O. G., Harkonen J., Bakir Gungor B.
MARMARA MEDICAL JOURNAL , vol.34, no.1, pp.18-23, 2021 (ESCI) Creative Commons License identifier identifier

Classification of Cardiovascular Artery Diseases Using Artificial Neural Network

HACILAR H., GÖRMEZ Y., GÜNGÖR B., Gezer C., AYDIN Z., GÜNGÖR V. Ç.
International Journal of Bioscience, Biochemistry and Bioinformatics , vol.10, no.1, pp.34-41, 2020 (Peer-Reviewed Journal)

Coronary Artery Disease Diagnosis Using Optimized Adaptive Ensemble Machine Learning Algorithm

Kolukısa B., Yavuz L., Soran A., Güngör B., Tuncer D., Önen A., et al.
International Journal of Bioscience, Biochemistry and Bioinformatics , vol.10, no.1, pp.58-65, 2019 (Peer-Reviewed Journal)

Diagnosis of Coronary Heart Disease via Classification Algorithms and a New Feature Selection Methodology

KOLUKISA B., Hacılar H., GÖY G., Kuş M., GÜNGÖR B., ARAL A., et al.
International Journal of Data Mining Science , vol.1, no.1, pp.8-15, 2019 (Scopus)

Weighted Association Rules and Scoring Methodology for Cardiovascular Diseases

Göy G., Kolukısa B., Güngör B., Uğur İ., Güngör V. Ç.
International Journal of Bioscience, Biochemistry and Bioinformatics , vol.9, no.4, pp.222-230, 2019 (Peer-Reviewed Journal) Sustainable Development

Identification of SNP Targeted Pathways From Genome wide Association Study GWAS Data

GÜNGÖR B., Osman Ugur S.
Nature Protocol Exchange , 2012 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences

Evaluating the Impact of Sentiment Analysis on Deep Reinforcement Learning-Based Trading Strategies

Etcil M., Kolukisa B., Bakir-Gungor B.
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 26 - 28 October 2024, pp.1-6

SEMANT - Feature Group Selection Utilizing FastText-Based Semantic Word Grouping, Scoring, and Modeling Approach for Text Classification

Voskergian D., Bakir-Gungor B., Yousef M.
35th International Conference on Database and Expert Systems Applications, DEXA 2024, Naples, Italy, 26 - 28 August 2024, vol.14911 LNCS, pp.69-75 identifier

Classification of Breast Cancer Molecular Subtypes with Grouping-Scoring-Modeling Approach that Incorporates Disease-Disease Association Information

Qumsiyeh E., Bakir-Gungor B., Yousef M.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024 identifier

Metagenomic Data Analysis with Machine Learning to Discover Colorectal Cancer-Associated Enzymes

Ersoz N. S., Kuzudisli C., Yousef M., Bakir-Gungor B.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024 identifier

Prediction of Type 2 Diabetes using Metagenomic Data and Identification of Taxonomic Biomarkers Metagenomik Veriler Kullanılarak Tip 2 Diyabetin Tahminlenmesi ve Taksonomik Biyobelirteçlerin Tanımlanması

Temiz M., Kuzudisli C., Yousef M., Bakir-Gungor B.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024 identifier

Colorectal Cancer Prediction via Applying Recursive Cluster Elimination with Intra-cluster Feature Elimination on Metagenomic Pathway Data

Temiz M., Kuzudisli C., Yousef M., Bakir-Gungor B.
International Conference on Intelligent and Fuzzy Systems, INFUS 2024, Çanakkale, Turkey, 16 - 18 July 2024, vol.1089 LNNS, pp.285-292 identifier

Metabolomics Data Analysis to Discover Chronic Granulomatous Disease-Associated Biomarkers Utilizing G-S-M Machine Learning Model via Grouping Metabolites According to Ion Type

Ersoz N. S., Bakir-Gungor B., Yousef M.
2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024 identifier

TextNetTopics-SFTS-SBTS: TextNetTopics Scoring Approaches Based Sequential Forward and Backward

Voskergian D., Bakir-Gungor B., Yousef M.
11th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2024, Gran Canaria, Spain, 15 - 17 July 2024, vol.14849 LNBI, pp.343-355 identifier

Graph-based Biomedical Knowledge Discovery Çizge tabanlı Biyomedikal Bilgi Keşfi

Altuner O., Bakır-Gungor B., Bakal G.
32nd IEEE Conference on Signal Processing and Communications Applications, SIU 2024, Mersin, Turkey, 15 - 18 May 2024 identifier

TextNetTopics_TIS: Enhancing TextNetTopics with Random Forest-Based Topic Importance Scoring

Voskergian D., Bakir-Gungor B., Yousef M.
2024 Innovations in Intelligent Systems and Applications Conference, ASYU 2024, Ankara, Turkey, 16 - 18 October 2024 identifier

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

Yazici M. U., Yousef M., Marron J., Bakir-Gungor B.
2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, İstanbul, Turkey, 5 - 08 December 2023, pp.3234-3240 identifier

Integrative analyses in omics data: Machine learning perspective Integrative Analysen von Omics-Daten: Perspektive des maschinellen Lernens

Yazici M., GÜNGÖR B., Yousef M.
68. Jahrestagung der Deutsche Gesellschaft fur Medizinische Informatik, Biometrie und Epidemiologie e.V., GMDS 2023 - 68th Annual Conference of the German Association for Medical Informatics, Biometry and Epidemiology, GMDS 2023, Heilbronn, Germany, 17 - 21 September 2023, vol.19 identifier

Population Specific Classification of Colorectal Cancer with Meta-Analysis of Metagenomic Data Metagenomik Verilerin Meta-Analiziyle Kolerektal Kanserin Pop lasyona zg Siniflandirilmasi

Temiz M., Yousef M., GÜNGÖR B.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

Effect of Recursive Cluster Elimination with Different Clustering Algorithms Applied to Gene Expression Data

Kuzudisli C., GÜNGÖR B., Qaqish B. F., Yousef M.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

The Effect of Different Classifiers on Recursive Cluster Elimination in the Analysis of Transcriptomic Data

Bulut N., Bakir-Gungor B., Qaqish B. F., Yousef M.
2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023 identifier

Identifying Taxonomic Biomarkers of Colorectal Cancer in Human Intestinal Microbiota Using Multiple Feature Selection Methods

Jabeer A., Kocak A., AKKAŞ H., Yenisert F., NALBANTOĞLU Ö. U., Yousef M., et al.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 identifier

A comparative study on psychiatric disorders: Identification of shared pathways and common agents

Kuzudisli C., GÜNGÖR B.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 Creative Commons License identifier

The relationship between TSH levels, maternal characteristics and racial group of the aneuploidy screening

Soylemez U. G., Celebiler H. K., Harkonen J., GÜNGÖR B.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022 identifier

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

Yousef M., Jabeer A., Bakir-Gungor B.
32nd International Conference on Database and Expert Systems Applications (DEXA), ELECTR NETWORK, 27 - 30 September 2021, vol.1479, pp.215-224 identifier identifier

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

Yousef M., Sayici A., Bakir-Gungor B.
32nd International Conference on Database and Expert Systems Applications (DEXA), ELECTR NETWORK, 27 - 30 September 2021, vol.1479, pp.205-214 identifier identifier

Blockchain-based Fog Computing Applications in Healthcare Saglikta Blokzincir Tabanli Sis Bilisimi Uygulamalari

Adanur B., GÜNGÖR B., SORAN A.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5 - 07 October 2020 identifier

A Top-Down Approach for Finding Affected Pathway Subnetworks in Type 2 Diabetes Tip 2 Diyabet'te Etkilenen Yolak Alt Aglarini Bulmak Icin Yukaridan Asagiya Isleyen Bir Yaklasim

Ünlü Yazıcı M., Güngör B.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Turkey, 5 - 07 October 2020 identifier

The identification of affected pathway subnetworks and pathway clusters in colon cancer

GÖY G., ÜNLÜ M., GÜNGÖR B.
Advances in Computational Biology Conference, Barcelona, Spain, 28 - 29 November 2019 Sustainable Development

A New Method to Identify Affected Pathway Subnetworks and Clusters in Colon Cancer

GÖY G., ÜNLÜ M., GÜNGÖR B.
2019 4th International Conference on Computer Science and Engineering (UBMK), Samsun, Turkey, Turkey, 11 - 15 September 2019 Sustainable Development identifier identifier

Kolon kanserinde etkilenen genlerin ve yolakların omik veri entegrasyonu ile in siliko yöntemler kullanılarak belirlenmesi

ÜNLÜ M., GÜNGÖR B.
Onkolojde İz Bırakanlar Zirvesi, Antalya, Turkey, 14 - 16 November 2019 Sustainable Development

Performance Evaluations of Active Subnetwork Search Methods in Protein-Protein Interaction Networks Protein-Protein Etkilesim Aglarinda Aktif Alt Ag Arama Yöntemlerinin Performans Degerlendirmeleri

GÜNER P., GÜNGÖR B.
4th International Conference on Computer Science and Engineering, UBMK 2019, Samsun, Turkey, 11 - 15 September 2019, pp.650-655 Sustainable Development identifier identifier

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

Ünlü M., Aksu E., Akkaya Ulum Z. Y., Hayta B., Güngör B.
2019 27th Signal Processing and Communications Applications Conference (SIU), Sivas, Turkey, 24 - 26 April 2019 identifier

In-silico Identification of Papillary Thyroid Carcinoma Molecular Mechanisms

Ersöz N. Ş., GÜZEL Y., GÜNGÖR B.
27th Signal Processing and Communications Applications Conference (SIU 2019), 24 - 26 April 2019 identifier

Dört Farkli Kanser Tipine Duyarlı Genlerle İlişkili Fonksiyonel İnteraktomların Karşılaştırmalı Çalışması

ÜNLÜ M., GÜNGÖR B.
Boğaz’da Yapay Öğrenme İsmail Arı Yaz Okulu 2018, İstanbul, Turkey, 2 - 05 July 2019 Sustainable Development

Coronary Artery Disease Diagnosis Using Optimized Adaptive Ensemble Machine Learning Algorithm

KOLUKISA B., YAVUZ L., SORAN A., GÜNGÖR B., Tuncer D., ÖNEN A., et al.
3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019

Classification of Cardiovascular Artery Diseases based on Deep Neural Network

Hacılar H., GÖRMEZ Y., GÜNGÖR B., Gezer C., AYDIN Z., GÜNGÖR V. Ç.
3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019

Weighted Association Rules and Scoring Methodology for Cardiovascular Diseases

GÖY G., KOLUKISA B., GÜNGÖR B., Uğur İ., GÜNGÖR V. Ç.
3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, United States Of America, 6 - 08 April 2019 Sustainable Development

The relationship between PAPP-A levels, maternal characteristics, demographics, gestational diabetes and other biochemical markers of the aneuploidy screening

UZUT Ö. G., KAYMAKÇALAN ÇELEBİLER H., HARKONEN J., GÜNGÖR B.
International Conference on Computer Sciences and Engineering (UBMK), 20 - 23 September 2018 Sustainable Development

The Identification of Discriminative Single Nucleotide Polymorphisms for the Classification of Behçets Disease

GÖRMEZ Y., IŞIK Y. E., GÜNGÖR B.
International Conference on Computer Science and Engineering (UBMK), 20 - 23 September 2018

Paths Toward the Comprehensive Functional Enrichment of Multi-omics Data

GÜNGÖR B.
EpiSyStem: Bioinformatics Workshop, 11 - 14 November 2018

The Identification of Discriminative Single Nucleotide Polymorphism Sets for the Classification of Behcet's Disease

GÖRMEZ Y., IŞIK Y. E., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.443-447 Sustainable Development identifier

The relationship between PAPP-A levels, maternal characteristics, gestational diabetes and other biochemical markers of the aneuploidy screening

Uzut O. G., Celebiler H. K., Harkonen J., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.448-452 Sustainable Development identifier

Machine Learning Analysis of Inflammatory Bowel Disease-Associated Metagenomics Dataset

Hacilar H., NALBANTOĞLU Ö. U., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.434-438 Sustainable Development identifier

Identify Commonly Affected Pathways in Psychiatric Diseases

Bulut U., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.308-311 Sustainable Development identifier

Common miRNA signatures in a group of rare neuromuscular disorders

AKSU E., AKKAYA ULUM Z. Y., PEYNİRCİOĞLU B., DAYANGAÇ ERDEN D., YÜZBAŞIOĞLU A., GÜNGÖR B., et al.
43rd FEBS 2018 Congress, 7 - 12 July 2018

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

KOLUKISA B., Hacilar H., Goy G., Kus M., Bakir-Gungor B., Aral A., et al.
2018 IEEE International Conference on Big Data, Big Data 2018, Washington, United States Of America, 10 - 13 December 2018, pp.2232-2238 identifier identifier

Comparison of Disease Specific Sub-Network Identification Programs

Adanur B., GÜNGÖR B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosnia And Herzegovina, 20 - 23 September 2018, pp.275-280 identifier identifier

GWAS Analizi ve Kompleks Hastalıklarda Etkilenen Yolakların Belirlenmesi

GÜNGÖR B.
Tıbbi Biyoloji ve Genetik Kongresi, Biyoinformatik 'Omik' Veri Analiz Yöntemleri ve Kişisel Tıp Uygulamaları, Muğla, Turkey, 26 - 30 October 2015, pp.1

The Identification of Pathway Markers in Behcet’xxs Disease Using Genomewide Association Data From Two Different Populations.

GÜNGÖR B., GÜL A., SEZERMAN O. U.
ARTHRITIS AND RHEUMATISM, Washington, Kiribati, 9 - 14 November 2012, vol.64, pp.434-435
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