Metrics
Publication
16
UN Sustainable Development Goals
Research Areas
Engineering and Technology
Journal articles indexed in SCI, SSCI, and AHCI
2022
20221. Detection of damaged buildings after an earthquake with convolutional neural networks in conjunction with image segmentation
Unlu R., Kiris R.
VISUAL COMPUTER , vol.38, no.2, pp.685-694, 2022 (SCI-Expanded)
2021
20212. A reduced variance unsupervised ensemble learning algorithm based on modern portfolio theory
Unlu R., Xanthopoulos P.
EXPERT SYSTEMS WITH APPLICATIONS , vol.180, 2021 (SCI-Expanded)
2021
20213. Cost-oriented LSTM methods for possible expansion of control charting signals
Unlu R.
COMPUTERS & INDUSTRIAL ENGINEERING , vol.154, 2021 (SCI-Expanded)
2021
20214. A robust data simulation technique to improve early detection performance of a classifier in control chart pattern recognition systems
Unlu R.
INFORMATION SCIENCES , vol.548, pp.18-36, 2021 (SCI-Expanded)
2020
20205. An assessment of machine learning models for slump flow and examining redundant features
Unlu R.
COMPUTERS AND CONCRETE , vol.25, no.6, pp.565-574, 2020 (SCI-Expanded)
2020
20206. Machine Learning and Classical Forecasting Methods Based Decision Support Systems for COVID-19
Unlu R., NAMLI E.
CMC-COMPUTERS MATERIALS & CONTINUA , vol.64, no.3, pp.1383-1399, 2020 (SCI-Expanded)
2019
20197. Estimating the number of clusters in a dataset via consensus clustering
Unlu R., Xanthopoulos P.
EXPERT SYSTEMS WITH APPLICATIONS , vol.125, pp.33-39, 2019 (SCI-Expanded)
2019
20198. A weighted framework for unsupervised ensemble learning based on internal quality measures
Unlu R., Xanthopoulos P.
ANNALS OF OPERATIONS RESEARCH , vol.276, no.1-2, pp.229-247, 2019 (SCI-Expanded)
Articles Published in Other Journals
2024
20241. Determination of Drought and Wet Periods of the Black Sea Region Using SPI Method
DENİZ ÖZTÜRK Y., ÜNLÜ R.
Doğal Afetler ve Çevre Dergisi , vol.10, no.2, pp.247-262, 2024 (Peer-Reviewed Journal)
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 , vol.13, no.1, pp.307-313, 2024 (Peer-Reviewed Journal)
2022
20223. Türkiye’de Yapılan Kuraklık Analiz Çalışmaları Üzerine Bir Derleme
Öztürk Y. D., Ünlü R.
Afet ve Risk Dergisi , vol.5, no.2, pp.669-680, 2022 (Peer-Reviewed Journal)
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 , vol.34, no.1, pp.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 , vol.0, no.20, pp.280-286, 2020 (Peer-Reviewed Journal)
2019
20196. Classification of Historical Anatolian Coins with Machine Learning Algorithms
Ünlü R.
Alphanumeric Journal , vol.7, no.2, pp.275-288, 2019 (Peer-Reviewed Journal)
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 , vol.7, pp.806-821, 2019 (Peer-Reviewed Journal)
2019
2019