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 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 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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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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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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Retail Demand Forecasting Using Temporal Fusion Transformer
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 165-170
ESKI DORUK,KAYA TOLGA
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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, Eylül 2024, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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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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An Enhanced Forecasting Method of Daily Solar Irradiance in Southwestern France: A Hybrid Nonlinear Autoregressive with Exogenous Inputs with Long Short-Term Memory Approach
Energies, Vol. 17, Ağustos 2024, ISSN: 1996-1073
OKİEH OUBAH ISMAN,GÖKÇE SEÇKİN,DENNENMOSER MARTİN,ŞEKER ŞAHİN SERHAT
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Integrating autoencoder and decision tree models for enhanced energy consumption forecasting in microgrids: A meteorological data-driven approach in Djibouti
Results in Engineering, Vol. -1, Ekim 2024, ISSN: 25901230
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
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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 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 Energy Consumption in Smart Grids Using Convolutional Neural Networks
INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS’23At: Istanbul, Turkey, 2023, İstanbul/TÜRKİYE, No. 2, 16 Aralık 2024, s. 205-205
FADOUL FATHİ FARAH,ÇAĞLAR RAMAZAN
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Artificial Intelligence-Driven Prognosis of Respiratory Mechanics: Forecasting Tissue Hysteresivity Using Long Short-Term Memory and Continuous Sensor Data
SENSORS, Vol. 24, No. 17, Ocak 2024, s. 22, ISSN: 1424-8220
BEN OTHMAN GHADA,RAYENE YNINEB AMANI,YUMUK ERHAN,FARBAKHSH HAMED,MURESAN CRISTINA,ROXANA BIRS ISABELA,DE RAEVE ALEXANDRA,COPOT COSMİN,IONESCU CLARA,COPOT DANA
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An improved technique for streamflow forecasting between Turkish straits
Acta Geophysica, Vol. 72, Ağustos 2024, s. 2831-2842, ISSN: 1895-6572
KARSAVRAN YAVUZ,ERDİK TARKAN,ÖZGER MEHMET
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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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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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