Metrics
Publication
27
UN Sustainable Development Goals
Research Areas
Engineering and Technology
Journal articles indexed in SCI, SSCI, and AHCI
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 , vol.67, no.6, 2025 (SCI-Expanded)
2025
20252. STRATEGIC INVESTMENT IN BIST100: A MACHINE LEARNING APPROACH USING SYMBOLIC AGGREGATE APPROXIMATION CLUSTERING
Nalici M. E., Söylemez İ., Ünlü R.
International Journal of Industrial Engineering : Theory Applications and Practice , vol.32, no.2, pp.382-395, 2025 (SCI-Expanded)
2024
20243. Forecasting of the Unemployment Rate in Turkey: Comparison of the Machine Learning Models
GÜLER M., KABAKÇI A., KOÇ Ö., Eraslan E., Derin K. H., GÜLER M., et al.
Sustainability (Switzerland) , vol.16, no.15, 2024 (SCI-Expanded)
2022
20224. 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
20215. 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
20216. Cost-oriented LSTM methods for possible expansion of control charting signals
Unlu R.
COMPUTERS & INDUSTRIAL ENGINEERING , vol.154, 2021 (SCI-Expanded)
2021
20217. 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
20208. 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
20209. 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
201910. 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
201911. 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
2026
20261. Fluctuations in the European Housing Market: Forecasting the House Price Index Change with Time-Series Models
Soylemez İ., Nalici M. E., Unlu R.
Journal of Polytechnic , vol.29, no.2, pp.1-8, 2026 (ESCI)
2025
20252. Forecasting the Consumer Price Index in Türkiye Using Machine Learning Models: A Comparative Analysis
Nalici M. E., Soylemez İ., Ünlü R.
Gazi University Journal of Science , vol.38, no.3, pp.1359-1372, 2025 (ESCI)
2025
20253. Prediction of biomechanical properties of ex vivo human femoral cortical bone using Raman spectroscopy and machine learning algorithms
UNAL M., ÜNLÜ R., UPPUGANTI S., NYMAN J. S.
Bone Reports , vol.26, 2025 (ESCI)
2025
20254. Future of Clean Cooking Energy Access in Emerging Economies by 2030
ÇAKIR M. S., ÜNLÜ R., Cakir S. C., Xanthopoulos P.
Operations Research Forum , vol.6, no.1, 2025 (Scopus)
2024
20245. Türkiye’de Tahıl Üretiminin Tahminlemesi: Karşılaştırmalı Analiz
Nalici M. E., Soylemez İ., Ünlü R.
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi , vol.40, no.2, pp.288-303, 2024 (Peer-Reviewed Journal)
2024
20246. 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
20247. Symbolic Aggregate Approximation-Based Clustering of Monthly Natural Gas Consumption
Nalici M. E., Söylemez I., Ünlü R.
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , vol.13, no.1, pp.307-313, 2024 (Peer-Reviewed Journal)
2022
20228. 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
20219. 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
202010. 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
201911. 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
201912. 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
201913. Zaman Serileri Tahminlenmesinde Makine Öğrenimi ve Derin Öğrenme Tekniklerinin Kıyaslanması: Türkiye Elektirik Üretimi için En İyi Tahmin Modelinin Seçilmesine Yönelik Bir Vaka Çalışması
Ünlü R.
Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , vol.7, no.4, pp.806-821, 2019 (Peer-Reviewed Journal)
Papers Presented at Peer-Reviewed Scientific Conferences
2024
20241. SYMBOLIC AGGREGATE APPROXIMATION-BASED CLUSTERING OF MONTHLY NATURAL GAS CONSUMPTION
Nalici M. E., Söylemez İ., Ünlü R.
International Conference on Global Practice of Multidisciplinary Scientific Studies-V, Baku, Azerbaijan, 10 December 2024, pp.17, (Summary Text)
2024
20242. CLUSTERING OF CLIMATE CHANGE ACROSS COUNTRIES: ANALYSIS OF SURFACE TEMPERATURE AND CO2 EMISSIONS
Nalici M. E., Söylemez İ., Ünlü R.
12th Global Conference on Global Warming (GCGW-2024), Şanlıurfa, Turkey, 16 May 2024, pp.522-525, (Full Text)
2019
2019