Letter to the editor ”comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes”
Environmental Science and Pollution Research, Vol. 27, Nisan 2020, s. 22131-22134, ISSN: 0944-1344
BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,MOHAMMADİ BABAK
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Drought prediction using hybrid soft-computing methods for semi-arid region
Modeling Earth Systems and Environment, Vol. 7, Ekim 2020, s. 2363-2371, ISSN: 2363-6203
BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,ÖZGER MEHMET
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Prediction of Air Pollution by Machine Learning Methods
3rd International UNIDOKAP Black Sea Symposium Sustainable Agriculture and Environment, Tokat/TÜRKİYE, 21 Haziran 2019
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, KARTAL ELİF, ÖZGER MEHMET
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Accident prediction in construction using hybrid wavelet-machine learning
Automation in Construction, Vol. 133, Ocak 2022, s. 103987-103987, ISSN: 0926-5805
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Innovative Order Delivery Success Prediction in Online Retail: Integrating ML and LLM to Gain Actionable and Understandable Insights
International Conference on Intelligent and Fuzzy Systems, Çanakkale/TÜRKİYE, 16 Temmuz 2024, ISSN: 2367-3389
ÖZDEMİR ÇAĞATAY,ÇEVİK ONAR SEZİ,EKMEKCİOĞLU ÖMER
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Comparison of wavelet and empirical mode decomposition hybrid models in drought prediction
Computers and Electronics in Agriculture, Vol. 179, Aralık 2020, s. 105851-105851, ISSN: 0168-1699
ÖZGER MEHMET,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,HACISÜLEYMAN VOLKAN
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Prediction of the Electricity Consumption of Turkey by Using Machine Learning Methods
INTERNATIONAL CONGRESS OF ENERGY ECONOMY AND SECURITY (ENSCON, 2018), İstanbul/TÜRKİYE, 21 Nisan 2018
BAŞAKIN EYYUP ENSAR, SARI SALİM SERCAN, EKMEKCİOĞLU ÖMER
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Developing a National Data-Driven Construction Safety Management Framework with Interpretable Fatal Accident Prediction
Journal of Construction Engineering and Management, Vol. 149, No. 4, Nisan 2023, ISSN: 0733-9364
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods
Engineering, Construction and Architectural Management, Haziran 2022, ISSN: 0969-9988
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Exploring the additional value of class imbalance distributions on interpretable flash flood susceptibility prediction in the Black Warrior River basin, Alabama, United States
Journal of Hydrology, Vol. 610, Ocak 2022, s. 127877-127877, ISSN: 0022-1694
EKMEKCİOĞLU ÖMER, KOÇ KERİM, ÖZGER MEHMET, IŞIK ZEYNEP
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Prediction of seismic performance of coastal and port structures via LSTM-based transfer function retrieval approach
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 193
ERBAY ABDULLAH BURAK,BAYINDIR CİHAN
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The Prediction of Pier Dynamics Using LSTM Deep Learning Network-based SAP2000 Analysis
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 201
ÇAKMAK RABİA MERVE,BAYINDIR CİHAN,ERBAY ABDULLAH BURAK
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Short Term Wind Energy Prediction System (SWEPS)
1ère Conférence Franco-Syrienne sur les énergies renouvelables, CFSER 2010, Şam/SURİYE, 24 Ekim 2010, s. 73-73
MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, İNCECİK SELAHATTİN, BARUTÇU BURAK, TAN ELÇİN, ÖNOL BARIŞ, TOPÇU HATİCE SEMA, TOROS HÜSEYİN, DENİZ ALİ, BORHAN YUNUS, AKÇAKAYA ALPER, DÜNDAR CİHAN
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A Non-linear Time Series Prediction Method for Missing Daily Flow Rate Data of Middle Firat Catchment
Energy Procedia, Vol. 6, Mayıs 2011, s. 331-336, ISSN: 1876-6102
ALBOSTAN ASLIHAN, BARUTÇU BURAK, ÖNÖZ BİHRAT
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A method based on the Van der Hoven spectrum for performance evaluation in prediction of wind speed
TURKISH JOURNAL OF EARTH SCIENCES, Vol. 22, No. 4, Temmuz 2013, s. 681-689, ISSN: 1300-0985
KAYA ELİF,BARUTÇU BURAK,MENTEŞ ŞÜKRAN SİBEL
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Preliminary Results of Short Term Wind Energy Prediction System (SWEPS) for Soma, Manisa in Turkey
European Geosciences Union General Assembly 2011, EGU2011, Viyana/AVUSTURYA, 3 Nisan 2011
AKCAN DERYA, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, ÖNOL BARIŞ, İNCECİK SELAHATTİN, BARUTÇU BURAK, ANBARCI KEREM, ÖNER EVREN, RÜSTEMOĞLU SEVİNÇ, TANRIÖVER ŞEYDA TİLEV
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Comparision of a Linear and a Non-Linear Method for Recursive Wind Speed Time Series Prediction
1ère Conférence Franco-Syrienne sur les énergies renouvelables, CFSER 2010, ŞAM/SURİYE, 24 Ekim 2010, s. 13-13
KAYA ELİF,BARUTÇU BURAK,MENTEŞ ŞÜKRAN SİBEL
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Improving Performance in Deterministic Prediction Methods of Wind Energy with Using Heuristic Methods
INERMA'15 International Energy Raw Materials and Energy Summit, İstanbul/TÜRKİYE, 1 Ekim 2015, s. 185-191
KAYA ELİF, BARUTÇU BURAK, MENTEŞ ŞÜKRAN SİBEL
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SPATIAL PREDICTION OF RECEIVED SIGNAL STRENGTH FOR CELLULAR COMMUNICATION USING SUPPORT VECTOR MACHINE AND K-NEAREST NEIGHBOURS REGRESSION
8th International Conference on GeoInformation Advances, İstanbul/TÜRKİYE, Vol. 48, No. 4, 11 Ocak 2024, s. 291-297, ISSN: 16821750
PERİHANOĞLU GÜZİDE MİRAY,KARAMAN HİMMET
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Geographic Information Systems (GIS) and Random Forests Regression-Based Approach for Path Loss Prediction in the Campus Environment
31st IEEE Conference on Signal Processing and Communications Applications (SIU), İstanbul/TÜRKİYE, 5 Temmuz 2023, ISSN: 2165-0608
PERİHANOĞLU GÜZİDE MİRAY, KARAMAN HİMMET
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