Get started
Author

Kamil Demirberk Ünlü

Observed names: K. D. Ünlü, Kamil Demirberk Unlu, Kamil Demirberk ÜNLÜ
Institution: Atilim University
ORCID: 0000-0002-2393-6691
Observed ORCID: 0000-0002-2393-6691
OpenAlex ID: A5005236157
A deep learning approach to model daily particular matter of Ankara: key features and forecasting
2021 · Y. Akbal, K. D. Ünlü · International Journal of Environmental Science and Technology · 34
A univariate time series methodology based on sequence-to-sequence learning for short to midterm wind power production
2022 · Yıldırım Akbal, Kamil Demirberk Ünlü · Renewable Energy · 30
A new generalized δ -shock model and its application to 1-out-of-( m+1 ):G cold standby system
2023 · Serkan Eryilmaz, Kamil Demirberk Unlu · Reliability Engineering & System Safety · 29
Forecasting Air Quality in Tripoli: An Evaluation of Deep Learning Models for Hourly PM2.5 Surface Mass Concentrations
2023 · Marwa Winis Misbah Esager, Kamil Demirberk Ünlü · Atmosphere · 25
PDF
A Data-Driven Model to Forecast Multi-Step Ahead Time Series of Turkish Daily Electricity Load
2022 · Kamil Demirberk Ünlü · Electronics · 24
PDF
A two-step machine learning approach to predict S&P 500 bubbles
2020 · Fatma Başoğlu Kabran, Kamil Demirberk Ünlü · Journal of Applied Statistics · 24
Daily PM10, periodicity and harmonic regression model: The case of London
2020 · Yasin Okkaoğlu, Yılmaz Akdi, et al. · Atmospheric Environment · 23
Periodicity in precipitation and temperature for monthly data of Turkey
2020 · Yılmaz Akdi, Kamil Demirberk Ünlü · Theoretical and Applied Climatology · 22
Wavelet-Enhanced Sequence-to-Sequence Modeling with Attention Mechanism for Short-Term Wind Power Forecasting
2025 · Burak Karaca, Kamil Demirberk Ünlü, et al. · Cybernetics & Systems · 20
Modeling and forecasting of monthly PM2.5 emission of Paris by periodogram-based time series methodology
2021 · Yılmaz Akdi, Elif Gölveren, et al. · Environmental Monitoring and Assessment · 18
PDF
A hybrid deep learning methodology for wind power forecasting based on attention
2024 · Yıldırım Akbal, Kamil Demirberk Ünlü · International Journal of Green Energy · 12
Strategic Electricity Production Planning of Turkey via Mixed Integer Programming Based on Time Series Forecasting
2023 · Gökay Yörük, Ugur Bac, et al. · Mathematics · 12
PDF
Identifying the cycles in COVID-19 infection: the case of Turkey
2022 · Yılmaz Akdi, Yunus Emre Karamanoğlu, et al. · Journal of Applied Statistics · 10
PDF
Predicting credit card customer churn using support vector machine based on Bayesian optimization
2021 · Kamil Demirberk ÜNLÜ · Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics · 3
PDF
Excessive backlog probabilities of two parallel queues
2019 · Kamil Demirberk Ünlü, Ali Devin Sezer · Annals of Operations Research · 2
PDF
Univariate deep learning models for short-term electricity load forecasting from renewables
2025 · Fatma Başoğlu Kabran, Kamil Demirberk Ünlü · Communications Faculty Of Science University of Ankara Series A1Mathematics and Statistics · 1
PDF
Investigating the periodicities of the Turkish food inflation with considering the subgroups
2022 · Kamil Demirberk ÜNLÜ, Yılmaz AKDİ, et al. · Balıkesir Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 1
PDF
Forecasting Direction of BIST 100 Index: An Integrated Machine Learning Approach
2021 · Kamil Demirberk Ünlü, Nihan Potas, et al. · Springer proceedings in complexity · 1
Relationships Between Stock Markets: Causality Between G8 Countries and Turkey
2020 · Kamil Demirberk Ünlü, Nihan Potas, et al. · Springer proceedings in complexity · 1
Revisiting the Environmental Kuznets Curve Hypothesis for Turkey
2018 · Kamil Demirberk Ünlü, Nihan Potas, et al. · Springer proceedings in complexity · 1
Temperature in Turkey and Turkish day ahead electricity market prices : modeling and forecasting
2012 · Kamil Demirberk Ünlü · OpenMETU (Middle East Technical University) · 1
Determining Harmonic Fluctuations in Food Inflation
2022 · Yılmaz Akdi, Kamil Demirberk Ünlü, et al. · WORLD SCIENTIFIC (EUROPE) eBooks
Forecasting the BIST 100 Index with Support Vector Machines
2022 · Kamil Demirberk Ünlü, Nihan Potas, et al. · WORLD SCIENTIFIC (EUROPE) eBooks
Investigating the Periodic Structure of Traffic Accidents in Turkey
2021 · Yılmaz AKDİ, Yunus Emre KARAMANOĞLU, et al. · Güvenlik Bilimleri Dergisi
PDF
Interrelation Between Economic Growth, Financial Development, Trade, Energy Consumption, and Environmental Degradation: A Multivariate Time Series Analysis on Turkey
2019 · Kamil Demirberk Ünlü, Nihan Potas, et al. · Apple Academic Press eBooks
Works count: 26
Citation count: 294
H-index: 12
I10-index: 13
Year
Topic
Type