A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
NEURAL COMPUTING & APPLICATIONS, Vol. 34, No. 1, Ocak 2022, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Market-Clearing Price Forecasting Using Keras in Turkish Day-Ahead Electricity Market
2022 IEEE 4TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE (IEEE GPECOM2022), Nevsehir/TÜRKİYE, 14 Haziran 2022
PÜRLÜ MİKAİL, TÜRKAY BELGİN, ANDİÇ CENK, AYDIN ESRA, CANOL BİLAL, KÜÇÜKARSLAN BURAK, KÜÇÜKARSLAN BURAK
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A technology roadmap for sustainable energy infrastructure in case of natural disasters Handbook of Technological Forecasting and Roadmapping
2026, Edward Elgar Publishing
DAİM ÜNSAL TUĞRUL,KAYALICA MEHMET ÖZGÜR,ÇOLAK ÜNER,DÜZDAR İREM,YILDIRIM NİHAN,SÖNMEZTÜRK BOLATAN GÜLİN İDİL,AMİNİ DARYA,GÜVEN DENİZHAN,KORKMAZ ARDA,ELMAZ ALİ
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EMPIRICAL MODE DECOMPOSITION BASED GRADIENT BOOSTING ALGORITHM FOR SHOR TERM NATURAL GAS DEMAND FORECASTING
9. Uluslararası Akademik Araştırmalar Kongresi, 27 Eylül 2022
BEYCA ÖMER FARUK
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS One, Vol. 20, No. 6, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ YANMAZ ÇİĞDEM,TAŞPINAR TONGUÇ S.
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Forecasting of Natural Gas Consumption by Artificial Neural Networks in Konya Region
INERMA’17, II. International Energy Raw Materials and Energy Summit, İstanbul/TÜRKİYE, 27 Eylül 2017, s. 9-14
AKIN BURCU,BARUTÇU BURAK
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Data-driven ship berthing forecasting for cold ironing in maritime transportation
APPLIED ENERGY, Vol. 326, Kasım 2022, ISSN: 0306-2619
ABU BAKAR NUR NAJİHAH, BAZMOHAMMADİ NAJMEH, ÇİMEN HALİL, UYANIK TAYFUN, VAZQUEZ JUAN C., GUERRERO JOSEP M.
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Forecasting commercial real estate indicators under COVID-19 by adopting human activity using social big data
Asia-Pacific Journal of Regional Science, Vol. 6, Ağustos 2022, ISSN: 2509-7946
TAŞÇILAR MARAL, ARSLANLI KEREM YAVUZ
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Wastewater Forecasting Application by an Integrated Interpolation and
Box-Jenkins Modelling Approach in Turkey
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
COSAR DERYA, ÇELİK NURİ, KONYALIOĞLU AZİZ KEMAL
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A Short Term Wind Energy Prediction System for Turkey
(SWEPS)
EWEA Wind Power Forecasting Technology Workshop, Rotterdam/HOLLANDA, 3 Aralık 2013
MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, İNCECİK SELAHATTİN, TAN ELÇİN, BARUTÇU BURAK, ÖNOL BARIŞ, ÜNAL EMEL, EFE BAHTİYAR, TOPÇU HATİCE SEMA, RÜSTEMOĞLU S, RÜSTEMOĞLU S, ÖZDEMİR EMRAH TUNCAY, BORHAN YUNUS, DÜNDAR C, DÜNDAR C, TÜRKMEN M, TÜRKMEN M
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Forecasting Inbound Logistics for Express Cargo Transportation: A Case Study of
Turkey
ISPR 2024, Budva/KARADAĞ, 10 Ekim 2024, ISSN: 2195-4356
BUDUR BUSE,DEMİRCİOĞLU HELİN ÖYKÜ,ŞİMŞEK BERNA,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE,ÖZCAN TUNCAY
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Forecasting Inbound Logistics for Express Cargo Transportation: A Case Study of
Turkey
ISPR 2024, Budva/KARADAĞ, 10 Ekim 2024, ISSN: 2195-4356
BUDUR BUSE,DEMİRCİOĞLU HELİN ÖYKÜ,ŞİMŞEK BERNA,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE,ÖZCAN TUNCAY
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MACHINE LEARNING-BASED CONSTRUCTION PLANNING AND
FORECASTING MODEL
23° INTERNATIONAL CONFERENCE ON CONSTRUCTION APPLICATIONS OF VIRTUAL REALITY (CONVR2023), Florence/İTALYA, 13 Kasım 2023, s. 716-722, ISSN: 2704-5846
KESER AHMET ESAT, TOKDEMİR ONUR BEHZAT
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“Short-Term Load Forecasting Using Machine Learning
Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Batman/TÜRKİYE, Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
NOBARİ ALİ, PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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SEASONAL FORECASTING AND TREND ANALYSIS IN REDEFINED
CLIMATE ZONES: A DEEP LEARNING AND CLIMATE INDICES
APPROACH
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
NİDA ÇİFTCİ
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RESIDENTIAL ENERGY CONSUMPTION ANALYSIS THROUGH DATA
DRIVEN ENERGY FORECASTING WITH ENVIRONMENTAL AND
BEHAVIOURAL FACTORS
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
MİRAÇ DURHAN
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RESIDENTIAL ENERGY CONSUMPTION ANALYSIS THROUGH DATA
DRIVEN ENERGY FORECASTING WITH ENVIRONMENTAL AND
BEHAVIOURAL FACTORS
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
MİRAÇ DURHAN
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