A Hybrid Deep Learning and Fuzzy Logic Framework for PM10 Concentration Forecasting in Istanbul
Journal of Intelligent Systems and Internet of Things, Vol. 18, No. 2, Ağustos 2025, s. 142-156, ISSN: 2769-786X
AL-BAYATİ RUSUL,ALVER ŞAHİN ÜLKÜ,TOROS HÜSEYİN
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An Improved FB-Prophet Model for Wheat Production Forecasting in Turkey
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 202-211
BEREKETLİ ZAFEIRAKOPOULOS İLKE,ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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Forecasting Market Clearing Prices in Electricity Markets with Time Series Based Machine Learning Models
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 20-28
YAĞMUR MEHMET BORA,TURHAN KAGAN,KAYA TOLGA
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A Comparative Forecasting Approach for Fine Particulate Matter (PM 2.5 ) in Istanbul by using Seasonal Grey Model
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 150-158
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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Forecasting COVID-19 impact on RWI/ISL container throughput index by using SARIMA models
Maritime Policy & Management, Vol. 48, No. 8, Ocak 2021, s. 1096-1108, ISSN: 0308-8839","1464-5254
KOYUNCU KAAN, TAVACIOĞLU LEYLA, GÖKMEN NESLİHAN, ARICAN UMUT ÇELEN
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Forecasting Baltic Dry Index Using Time Series Models
4th Global Conference on Innovation in Maritime Technology and The Future of Maritime Transportation, 18 Kasım 2021
KOYUNCU KAAN, TAVACIOĞLU LEYLA, GÖKMEN İNAN NESLİHAN
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Forecasting natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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Türkiye's Renewable Energy Outlook: GCM-Based Analysis and Future Projections Using the Extreme Gradient Boosting Algorithm
The General Assembly 2024 of the European Geosciences Union (EGU), Viyana/AVUSTURYA, 14 Nisan 2024
GÜVEN DENİZHAN,ŞEN ÖMER LÜTFİ,KAYALICA MEHMET ÖZGÜR
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An Improved FB-Prophet Model for Wheat Production Forecasting in Turkey
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 202-211
BEREKETLİ ZAFEIRAKOPOULOS İLKE,ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 43, No. 5, Eylül 2025, s. 726-737, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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A dynamic feature selection technique for the stock price forecasting
International Conference on Intelligent and Fuzzy Systems, 17 Ağustos 2023
SİVRİ MAHMUT SAMİ,GÜLTEKİN AHMET BERAK,ÜSTÜNDAĞ ALP,BEYCA ÖMER FARUK,GÜRCAN ÖMER FARUK,ARI EMRE
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A Comparative Forecasting Approach for Fine Particulate Matter (PM 2.5 ) in Istanbul by using Seasonal Grey Model
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 150-158
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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A HEURISTICS-BASED METHOD FOR NEW PRODUCT FORECASTING
3. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, 6 Nisan 2024
ÖZER MUAMMER,CEBECİ UFUK,TUNCER ÖZGE NUR
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Future-Proofing Construction: Forecasting Skill Sets for Sustainable Success in an Era of Rapid Technological Advancement
3rd International Graduate Research Symposium: IGRS’24, Istanbul/TÜRKİYE, 8 Mayıs 2024
LİGAY FİLİPP,TOKDEMİR ONUR BEHZAT
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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 43, No. 5, Eylül 2025, s. 726-737, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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Forecasting natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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A Data Driven Approach to Forecasting Traffic Speed Classes Using Extreme Gradient Boosting Algorithm and Graph Theory bibliometric analysis and taxonomy
Physica A: Statistical Mechanics and its Applications, Vol. 620, Ocak 2023, ISSN: 0378-4371
MENGÜÇ KENAN, AYDIN NEZİR, YILMAZ ALPER
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Dynamic Forecasting of Traffic Event Duration in Istanbul: A Classification Approach with Real-Time Data Integration
CMC, Temmuz 2024, s. 1-23, ISSN: 1546-2218
ULU MESUT,TÜRKAN YUSUF SAİT,MENGÜÇ KENAN,NAMLI ERSİN,KÜÇÜKDENİZ TARIK
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