Metrikler
Yayın
17
BM Sürdürülebilir Kalkınma Amaçları
Araştırma Alanları
Mühendislik ve Teknoloji
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2025
20251. High-Accuracy Identification of Durian Leaf Diseases: A Convolutional Neural Network Approach Validated with K-Fold Cross-Validation and Bayesian Optimization
SÖYLEMEZ İ., NALİCİ M. E., ÜNLÜ R.
Applied Fruit Science , cilt.67, sa.6, 2025 (SCI-Expanded)
2022
20222. Detection of damaged buildings after an earthquake with convolutional neural networks in conjunction with image segmentation
Unlu R., Kiris R.
VISUAL COMPUTER , cilt.38, sa.2, ss.685-694, 2022 (SCI-Expanded)
2021
20213. A reduced variance unsupervised ensemble learning algorithm based on modern portfolio theory
Unlu R., Xanthopoulos P.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.180, 2021 (SCI-Expanded)
2021
20214. Cost-oriented LSTM methods for possible expansion of control charting signals
Unlu R.
COMPUTERS & INDUSTRIAL ENGINEERING , cilt.154, 2021 (SCI-Expanded)
2021
20215. A robust data simulation technique to improve early detection performance of a classifier in control chart pattern recognition systems
Unlu R.
INFORMATION SCIENCES , cilt.548, ss.18-36, 2021 (SCI-Expanded)
2020
20206. An assessment of machine learning models for slump flow and examining redundant features
Unlu R.
COMPUTERS AND CONCRETE , cilt.25, sa.6, ss.565-574, 2020 (SCI-Expanded)
2020
20207. Machine Learning and Classical Forecasting Methods Based Decision Support Systems for COVID-19
Unlu R., NAMLI E.
CMC-COMPUTERS MATERIALS & CONTINUA , cilt.64, sa.3, ss.1383-1399, 2020 (SCI-Expanded)
2019
20198. Estimating the number of clusters in a dataset via consensus clustering
Unlu R., Xanthopoulos P.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.125, ss.33-39, 2019 (SCI-Expanded)
2019
20199. A weighted framework for unsupervised ensemble learning based on internal quality measures
Unlu R., Xanthopoulos P.
ANNALS OF OPERATIONS RESEARCH , cilt.276, sa.1-2, ss.229-247, 2019 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2024
20241. Karadeniz Bölgesi’nde Kurak ve Nemli Dönemlerin SPI Yöntemi Kullanılarak Belirlenmesi
DENİZ ÖZTÜRK Y., ÜNLÜ R.
Doğal Afetler ve Çevre Dergisi , cilt.10, sa.2, ss.247-262, 2024 (Hakemli Dergi)
2024
20242. Symbolic Aggregate Approximation-Based Clustering of Monthly Natural Gas Consumption
NALİCİ M. E., SÖYLEMEZ i., ÜNLÜ R.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.1, ss.307-313, 2024 (Hakemli Dergi)
2022
20223. Türkiye’de Yapılan Kuraklık Analiz Çalışmaları Üzerine Bir Derleme
Öztürk Y. D., Ünlü R.
Afet ve Risk Dergisi , cilt.5, sa.2, ss.669-680, 2022 (Hakemli Dergi)
2021
20214. Predicting Stock Prices Using Machine Learning Methods and Deep Learning Algorithms: The Sample of the Istanbul Stock Exchange
Demirel U., Cam H., Unlu R.
GAZI UNIVERSITY JOURNAL OF SCIENCE , cilt.34, sa.1, ss.63-82, 2021 (ESCI)
2020
20205. Verimlilikte Yapay Zeka’nın Rolü: Şarap Kalitesinin Tahminine Yönelik Bir Vaka Çalışması
Ünlü R.
Avrupa Bilim ve Teknoloji Dergisi , cilt.0, sa.20, ss.280-286, 2020 (Hakemli Dergi)
2019
20196. Classification of Historical Anatolian Coins with Machine Learning Algorithms
Ünlü R.
Alphanumeric Journal , cilt.7, sa.2, ss.275-288, 2019 (Hakemli Dergi)
2019
20197. FİYAT TAHMİNLEMESİNDE MAKİNE ÖĞRENMESİ TEKNİKLERİ VE DOĞRUSAL REGRESYON YÖNTEMLERİNİN KIYASLANMASI; TÜRKİYE’DE SATILAN İKİNCİ EL ARAÇ FİYATLARININ TAHMİNLENMESİNE YÖNELİK BİR VAKA ÇALIŞMASI
Namli E., Ünlü R., Gül E.
SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , cilt.7, ss.806-821, 2019 (Hakemli Dergi)
2019
2019