Araştırma Alanları
Bilgisayar Bilimleri
Mühendislik ve Teknoloji
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2024
2024Ensemble 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 , cilt.26, sa.22, 2024 (SCI-Expanded)
2024
2024CCPred: 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 , cilt.182, 2024 (SCI-Expanded)
2024
2024Aguhyper: a hyperledger-based electronic health record management framework
Dedeturk B., Bakir-Gungor B.
PeerJ Computer Science , cilt.10, ss.1-33, 2024 (SCI-Expanded)
2024
2024Novel 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)
2024
2024Defect 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)
2024
2024CSA-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 , cilt.10, 2024 (SCI-Expanded)
2024
2024Network 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 , cilt.10, 2024 (SCI-Expanded)
2023
2023PriPath: 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 , cilt.24, sa.1, 2023 (SCI-Expanded)
2023
2023AMP-GSM: Prediction of Antimicrobial Peptides via a Grouping–Scoring–Modeling Approach
Söylemez Ü. G., Yousef M., GÜNGÖR B.
Applied Sciences (Switzerland) , cilt.13, sa.8, 2023 (SCI-Expanded)
2023
2023Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis
KOLUKISA B., Bakir-Gungor B.
Computer Standards and Interfaces , cilt.84, 2023 (SCI-Expanded)
2023
2023miRdisNET: 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 , cilt.13, 2023 (SCI-Expanded)
2023
2023Review of feature selection approaches based on grouping of features
Kuzudisli C., GÜNGÖR B., BULUT N., Qaqish B., Yousef M.
PeerJ , cilt.11, 2023 (SCI-Expanded)
2023
2023Topological feature generation for link prediction in biological networks
Temiz M., GÜNGÖR B., Güner Şahan P., COŞKUN M.
PeerJ , cilt.11, 2023 (SCI-Expanded)
2023
2023microBiomeGSM: 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 , cilt.14, 2023 (SCI-Expanded)
2023
2023GeNetOntology: 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 , cilt.14, 2023 (SCI-Expanded)
2023
2023TextNetTopics 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 , cilt.14, 2023 (SCI-Expanded)
2023
2023A 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 , cilt.14, 2023 (SCI-Expanded)
2023
2023Invention of 3Mint for feature grouping and scoring in multi-omics
ÜNLÜ YAZICI M., Marron J., GÜNGÖR B., Zou F., Yousef M.
Frontiers in Genetics , cilt.14, 2023 (SCI-Expanded)
2022
2022Clinical 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 , cilt.22, sa.3, ss.291-315, 2022 (SCI-Expanded)
2022
2022The 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 , cilt.19, sa.3, ss.1909-1918, 2022 (SCI-Expanded)
2022
2022miRModuleNet: Detecting miRNA-mRNA Regulatory Modules
Yousef M., GÖY G., Bakir-Gungor B.
FRONTIERS IN GENETICS , cilt.13, 2022 (SCI-Expanded)
2022
2022Inflammatory 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 , cilt.10, 2022 (SCI-Expanded)
2022
2022Prediction 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 , cilt.12, sa.7, 2022 (SCI-Expanded)
2022
2022Enlightening 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 , cilt.46, sa.4, ss.318-351, 2022 (SCI-Expanded)
2022
2022Developing a label propagation approach for cancer subtype classification problem
GÜNER P., Bakir-Gungor B., Coskun M.
TURKISH JOURNAL OF BIOLOGY , cilt.46, sa.2, ss.145-161, 2022 (SCI-Expanded)
2021
2021Blockchain for genomics and healthcare: a literature review, current status, classification and open issues
ADANUR DEDETÜRK B., SORAN A., Bakir-Gungor B.
PEERJ , cilt.9, 2021 (SCI-Expanded)
2021
2021Discovering 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 , cilt.12, 2021 (SCI-Expanded)
2021
2021miRcorrNet: 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 , cilt.9, 2021 (SCI-Expanded)
2021
2021Statistical 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 , cilt.12, 2021 (SCI-Expanded)
2021
2021Application of Biological Domain Knowledge Based Feature Selection on Gene Expression Data
Yousef M., Kumar A., Bakir-Gungor B.
ENTROPY , cilt.23, sa.1, 2021 (SCI-Expanded)
2020
2020Multi 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 , cilt.177, 2020 (SCI-Expanded)
2017
2017In 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 , cilt.12, sa.2, 2017 (SCI-Expanded)
2017
2017Active Subnetwork GA: A Two Stage Genetic Algorithm Approach to Active Subnetwork Search
ÖZIŞIK O., Bakir-Gungor B., DİRİ B., Sezerman O. U.
CURRENT BIOINFORMATICS , cilt.12, sa.4, ss.320-328, 2017 (SCI-Expanded)
2015
2015'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 , cilt.23, sa.10, ss.1279-1280, 2015 (SCI-Expanded)
2015
2015Identification 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 , cilt.23, sa.5, ss.678-687, 2015 (SCI-Expanded)
2014
2014PANOGA: a web server for identification of SNP-targeted pathways from genome-wide association study data
Bakir-Gungor B., Egemen E., Sezerman O. U.
BIOINFORMATICS , cilt.30, sa.9, ss.1287-1289, 2014 (SCI-Expanded)
2014
2014HomSI: a homozygous stretch identifier from next-generation sequencing data
GORMEZ Z., Bakir-Gungor B., SAGIROGLU M. S.
BIOINFORMATICS , cilt.30, sa.3, ss.445-447, 2014 (SCI-Expanded)
2013
2013Identifying 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 , cilt.105, ss.92-102, 2013 (SCI-Expanded)
2013
2013The Identification of Pathway Markers in Intracranial Aneurysm Using Genome-Wide Association Data from Two Different Populations
GÜNGÖR B., Sezerman O. U.
PLoS ONE , cilt.8, sa.3, 2013 (SCI-Expanded)
2011
2011A new methodology to associate snps with human diseases according to their pathway related context
GÜNGÖR B., Sezerman O. U.
PLoS ONE , cilt.6, sa.10, 2011 (SCI-Expanded)
2009
2009The 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 , cilt.37, sa.SUPPL. 1, 2009 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2024
2024eTNT: 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 , cilt.15, sa.7, ss.1135-1144, 2024 (ESCI)
2022
2022Comparative 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 , cilt.6, sa.3, ss.556-565, 2022 (Hakemli Dergi)
2022
2022Cilt Kanseri Görüntü Sınıflandırması için Görüntü Ön İşlemenin Evrişimsel Sinir Ağları Performansı Üzerindeki Etkileri
Güngör B., Adanur Dedetürk B., Taşdemir K.
Kocaeli Journal of Science and Engineering , cilt.38, sa.2, ss.190-200, 2022 (Hakemli Dergi)
2022
2022Evaluation 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 , cilt.28, sa.2, ss.292-298, 2022 (ESCI)
2021
2021Recursive 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 , cilt.9, 2021 (Scopus)
2021
2021Correlation 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 , cilt.34, sa.1, ss.18-23, 2021 (ESCI)
2020
2020Classification 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 , cilt.10, sa.1, ss.34-41, 2020 (Hakemli Dergi)
2019
2019Coronary 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 , cilt.10, sa.1, ss.58-65, 2019 (Hakemli Dergi)
2019
2019Diagnosis 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 , cilt.1, sa.1, ss.8-15, 2019 (Scopus)
2019
2019Weighted 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 , cilt.9, sa.4, ss.222-230, 2019 (Hakemli Dergi)
2012
2012Identification of SNP Targeted Pathways From Genome wide Association Study GWAS Data
GÜNGÖR B., Osman Ugur S.
Nature Protocol Exchange , 2012 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2024
2024Evaluating 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, Türkiye, 26 - 28 Ekim 2024, ss.1-6
2024
2024SEMANT - 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, İtalya, 26 - 28 Ağustos 2024, cilt.14911 LNCS, ss.69-75
2024
2024Classification 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, Türkiye, 15 - 18 Mayıs 2024
2024
2024Metagenomic 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, Türkiye, 15 - 18 Mayıs 2024
2024
2024Prediction 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, Türkiye, 15 - 18 Mayıs 2024
2024
2024Colorectal 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, Türkiye, 16 - 18 Temmuz 2024, cilt.1089 LNNS, ss.285-292
2024
2024Metabolomics 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, Türkiye, 16 - 18 Ekim 2024
2024
2024TextNetTopics-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, İspanya, 15 - 17 Temmuz 2024, cilt.14849 LNBI, ss.343-355
2024
2024Graph-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, Türkiye, 15 - 18 Mayıs 2024
2024
2024TextNetTopics_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, Türkiye, 16 - 18 Ekim 2024
2023
2023miRcorrNetPro: 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, Türkiye, 5 - 08 Aralık 2023, ss.3234-3240
2023
2023Integrative 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, Almanya, 17 - 21 Eylül 2023, cilt.19
2023
2023Population 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, Türkiye, 11 - 13 Ekim 2023
2023
2023Effect 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, Türkiye, 11 - 13 Ekim 2023
2023
2023The 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, Türkiye, 11 - 13 Ekim 2023
2022
2022Identifying 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, Türkiye, 7 - 09 Eylül 2022
2022
2022A 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, Türkiye, 7 - 09 Eylül 2022
2022
2022The 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, Türkiye, 7 - 09 Eylül 2022
2021
2021SVM-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 Eylül 2021, cilt.1479, ss.215-224
2021
2021Integrating 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 Eylül 2021, cilt.1479, ss.205-214
2020
2020Blockchain-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, Türkiye, 5 - 07 Ekim 2020
2020
2020A 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, Türkiye, 5 - 07 Ekim 2020
2019
2019The identification of affected pathway subnetworks and pathway clusters in colon cancer
GÖY G., ÜNLÜ M., GÜNGÖR B.
Advances in Computational Biology Conference, Barcelona, İspanya, 28 - 29 Kasım 2019
2019
2019A 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, Türkiye, 11 - 15 Eylül 2019
2019
2019Kolon kanserinde etkilenen genlerin ve yolakların omik veri entegrasyonu ile in siliko yöntemler kullanılarak belirlenmesi
ÜNLÜ M., GÜNGÖR B.
Onkolojde İz Bırakanlar Zirvesi, Antalya, Türkiye, 14 - 16 Kasım 2019
2019
2019Performance 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, Türkiye, 11 - 15 Eylül 2019, ss.650-655
2019
2019In-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, Türkiye, 24 - 26 Nisan 2019
2019
2019In-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 Nisan 2019
2019
2019Dört Farkli Kanser Tipine Duyarlı Genlerle İlişkili Fonksiyonel İnteraktomların Karşılaştırmalı Çalışması
ÜNLÜ M., GÜNGÖR B.
Boğaz’da Yapay Öğrenme İsmail Arı Yaz Okulu 2018, İstanbul, Türkiye, 2 - 05 Temmuz 2019
2019
2019Coronary 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, Amerika Birleşik Devletleri, 6 - 08 Nisan 2019
2019
2019Classification 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, Amerika Birleşik Devletleri, 6 - 08 Nisan 2019
2019
2019Weighted 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, Amerika Birleşik Devletleri, 6 - 08 Nisan 2019
2018
2018The 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 Eylül 2018
2018
2018The 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 Eylül 2018
2018
2018Paths Toward the Comprehensive Functional Enrichment of Multi-omics Data
GÜNGÖR B.
EpiSyStem: Bioinformatics Workshop, 11 - 14 Kasım 2018
2018
2018The 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, Bosna-Hersek, 20 - 23 Eylül 2018, ss.443-447
2018
2018The 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, Bosna-Hersek, 20 - 23 Eylül 2018, ss.448-452
2018
2018Machine 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, Bosna-Hersek, 20 - 23 Eylül 2018, ss.434-438
2018
2018Identify Commonly Affected Pathways in Psychiatric Diseases
Bulut U., Bakir-Gungor B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.308-311
2018
2018Common 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 Temmuz 2018
2018
2018Evaluation 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, Amerika Birleşik Devletleri, 10 - 13 Aralık 2018, ss.2232-2238
2018
2018Comparison of Disease Specific Sub-Network Identification Programs
Adanur B., GÜNGÖR B.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.275-280
2015
2015GWAS Analizi ve Kompleks Hastalıklarda Etkilenen Yolakların Belirlenmesi
GÜNGÖR B.
Tıbbi Biyoloji ve Genetik Kongresi, Biyoinformatik 'Omik' Veri Analiz Yöntemleri ve Kişisel Tıp Uygulamaları, Muğla, Türkiye, 26 - 30 Ekim 2015, ss.1
2012
2012