Eğitim Bilgileri
2020 - 2024
2020 - 2024Doktora
Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik Ve Bilgisayar Mühendisliği, Türkiye
2018 - 2020
2018 - 2020Yüksek Lisans
Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, Elektrik Ve Bilgisayar Mühendisliği, Türkiye
2011 - 2016
2011 - 2016Lisans
Erciyes Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği, Türkiye
Akademik Unvanlar / Görevler
2018 - Devam Ediyor
2018 - Devam EdiyorAraştırma Görevlisi
Abdullah Gül Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
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
2024An efficient network intrusion detection approach based on logistic regression model and parallel artificial bee colony algorithm
KOLUKISA B., DEDETÜRK B. K., HACILAR H., Gungor V. C.
Computer Standards and Interfaces , cilt.89, 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)
2023
2023A deep neural network approach with hyper-parameter optimization for vehicle type classification using 3-D magnetic sensor
Kolukısa B., Yildirim V. C., Ayyildiz C., Güngör V. Ç.
COMPUTER STANDARDS AND INTERFACES , cilt.84, 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)
2022
2022Deep learning approaches for vehicle type classification with 3-D magnetic sensor
KOLUKISA B., Yildirim V. C., Elmas B., Ayyildiz C., GÜNGÖR V. Ç.
Computer Networks , cilt.217, 2022 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2023
2023ZAMAN PENCERELİ ARAÇ ROTALAMA PROBLEMLERİ İÇİN KÜMELEME TEMELLİ KLONAL SEÇİM ALGORİTMASI
Dedeturk B. K., Kolukısa B., Özmen M.
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi , cilt.10, sa.21, ss.307-320, 2023 (Hakemli Dergi)
2023
2023Privacy-Preserving Wireless Indoor Localization Systems
ADANUR DEDETURK B., Kolukısa B., Tonyali S.
Kocaeli Journal of Science and Engineering , cilt.6, sa.2, ss.114-128, 2023 (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
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)
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)
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
2024A Federated Learning Framework for Classifying the Images in Ultrasonic Nondestructive Testing
Gulsen A., Hacilar H., Kolukısa B., Bakir-Gungor B.
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.360-364
2024
2024ATGRUVAE: Reducing Noise and Improving Forecasting Performance in Stock Data
Akkas H., Kolukisa B., Bakir-Gungor B.
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.377-381
2022
2022A Transfer Learning Approach for Skin Cancer Subtype Detection
Kolukısa B., Görmez Y., Aydın Z.
4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Baku, Azerbaycan, 20 - 22 Mayıs 2022, ss.337-347
2021
2021Metin Madenciliği ve Makine Öğrenme Algoritmaları Kullanarak Medikal Makale Sınıflandırmasının Karşılaştırmalı Analizi
Kolukisa B., Dedetürk B. K., Adanur Dedetürk B., Gülşen A., Bakal M. G.
2021 6th International Conference on Computer Science and Engineering (UBMK), Ankara, Türkiye, 15 - 17 Eylül 2021, ss.360-365, (Tam Metin Bildiri)
2020
2020An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis Koroner Arter Hastaligi Tanisi Icin Alan Bilgisi Iceren Topluluk Oznitelik Secim Yontemi
KOLUKISA B., GÜNGÖR V. Ç., Gungor B. B.
28th Signal Processing and Communications Applications Conference, SIU 2020, Gaziantep, Türkiye, 5 - 07 Ekim 2020
2020
2020Ensemble Churn Prediction for Internet Service Provider with Machine Learning Techniques
GÖY G., KOLUKISA B., Bahcevan C., GÜNGÖR V. Ç.
5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Türkiye, 9 - 11 Eylül 2020, ss.248-253
2018
2018