Research output per year
Research output per year
Personal profile
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Dive into the research topics where Elif Kartal is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
- 7 Article
-
A Novel Spectral Decomposition Framework for TimesNet: Integrating DCT and Wavelet Transforms for Hydrological Forecasting
Küllahcı, K., Kartal, E. & Altunkaynak, A., May 2026, In: Water Resources Management. 40, 7, 259.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Eigen-ensemble-transformer model: An exceptionally accurate approach to spatiotemporal sea water level prediction
Altunkaynak, A., Çelik, A. & Kartal, E., 15 Aug 2025, In: Ocean Engineering. 335, 121727.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Data-driven optimization of coastal sea level monitoring: Leveraging known patterns for enhanced reconstruction
Kartal, E., Altunkaynak, A. & Çelik, A., 30 Dec 2024, In: Regional Studies in Marine Science. 80, 103878.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis
Kartal, E. & Altunkaynak, A., Apr 2024, In: Ocean Modelling. 188, 102324.Research output: Contribution to journal › Article › peer-review
10 Citations (Scopus) -
Toward robust pattern similarity metric for distributed model evaluation
Yorulmaz, E. B., Kartal, E. & Demirel, M. C., Oct 2024, In: Stochastic Environmental Research and Risk Assessment. 38, 10, p. 4007-4025 19 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Transfer sea level learning in the Bosphorus Strait by wavelet based machine learning methods
Altunkaynak, A. & Kartal, E., 1 Aug 2021, In: Ocean Engineering. 233, 109116.Research output: Contribution to journal › Article › peer-review
23 Citations (Scopus) -
Performance comparison of continuous Wavelet-Fuzzy and discrete Wavelet-Fuzzy models for water level predictions at northern and southern boundary of Bosphorus
Altunkaynak, A. & Kartal, E., 15 Aug 2019, In: Ocean Engineering. 186, 106097.Research output: Contribution to journal › Article › peer-review
33 Citations (Scopus)
Projects
- 1 Active
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Advanced Deep Learning Methods for MultiScale River Discharge Prediction
Kartal, E. (PI)
16/02/26 → 16/02/27
Project: Research › SRP