A Data-Driven Air Transportation Delay Propagation Model Using Epidemic Process Models
International Journal of Aerospace Engineering, Vol. 2016, Ağustos 2016, s. 1-11, ISSN: 1687-5966
BAŞPINAR BARIŞ,KOYUNCU EMRE
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Historical variability of Coupled Model Intercomparison Project Version 6 (CMIP6)-driven surface winds and global reanalysis data for the Eastern Mediterranean
Theoretical and Applied Climatology, Vol. 155, Şubat 2024, ISSN: 0177-798X
IŞIK ÇETİN İREM,YÜCEL İSMAİL,YILMAZ MUSTAFA TUĞRUL,ÖNOL BARIŞ
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A Data-Driven-Based High Impedance Fault Location Method Considering Traveling Waves in Branched Distribution Networks
IEEE Access, Vol. 12, Ocak 2024, s. 186535-186546, ISSN: 2169-3536
İLHAN SUAT,BAHARÖZÜ EREM,SOYKAN GÜRKAN
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UAV-Driven Robust and Energy-Aware Data Collection in Robotic Wireless Sensor Networks
2024 15th IFIP Wireless and Mobile Networking Conference (WMNC), VENEDİK/İTALYA, 11 Kasım 2024, s. 17-24, ISSN: 2473-3644
GÜL ÖMER MELİH
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PID control of data-driven patient response with fixed ratio co-administration of drugs for depth of hypnosis
4th IFAC Conference on Advances in Proportional-Integral-Derivate Control (PID), Almeria/İSPANYA, 12 Haziran 2024
IONESCU CLARA,FARBAKHSH HAMED,MURESAN CRISTINA,DE KEYSER ROBIN,YUMUK ERHAN,BEN OTHMAN GHADA,RAYENE YNINEB AMANI,ROXANA BIRS ISABELA,COPOT DANA,NECKEBROEK MARTINE
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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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Data-driven identification and comparison of full multivariable models for propofol–remifentanil induced general anesthesia
Journal of Process Control, Vol. 139, Temmuz 2024, ISSN: 0959-1524
YUMUK ERHAN,COPOT DANA,IONESCU CLARA,NECKEBROEK MARTINE
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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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Blurring the Line between AI and Architecture: Developing AI-powered Data-Driven Panels for Interactive Architectural Features
SIGraDi 2024 Biodigital Intelligent Systems, Barcelona/İSPANYA, 13 Kasım 2024, s. 1589-1598
KAROUT ÖMER KASIM,AKÇAY KAVAKOĞLU AYŞEGÜL,KAHLOUS ABDULHAMİD
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Machine learning-driven regional prediction of PM2.5 concentrations in the eastern mediterranean bridging spatial data gaps in air quality monitoring
Environmental Modelling & Software, Vol. 192, Ağustos 2025, ISSN: 1364-8152
GURTEPE IRDE,ÜNAL ALPER,GÜLLÜ GÜLEN,ASLANOĞLU SAİME YEŞER,MARSHALL JULİAN
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,ALIZADE GOVARCHIN GHALE YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Data-Driven Strategies for Improving Railway Ticket Demand Forecasting Accuracy
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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A Data-Driven Approach to MBTI Personality Classification: Insights from Machine Learning Models
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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A data-driven approach for risk assessment and material identification of buried objects using microwave measurements and neural networks
Scientific Reports, Vol. 15, No. 44470, Aralık 2025, ISSN: 2045-2322
YARIMAY GÜLÇİN,BAYAT İBRAHİM HALİL,DOĞU SEMİH,AKDUMAN İBRAHİM
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Knowledge-Defined and Twin-Assisted Network Management for 6G
3rd Workshop on Data Driven and AI-Enabled Digital Twin Networks and Applications (TwinNetApp) in IEEE Global Communications Conference (Globecom), Taipei/TAYVAN, 8 Aralık 2025
BİLEN TUĞÇE,ÖZDEM MEHMET
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Prediction and Prioritization of Hardware Failures in 6G Small Cell Networks
2nd Workshop on Data Driven and AI-Enabled Digital Twin Networks and Applications (TwinNetApp) in IEEE International Conference on Communications (ICC), Montreal/KANADA, 8 Haziran 2025
BİLEN TUĞÇE
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LEVERAGING AI FOR STARTUP SUCCESS PREDICTION: A DATA-DRIVEN APPROACH
Global Business and Research Congress, 3 Temmuz 2025, s. 10-11
ROKASH MAH MORTEZA
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A data-driven decision support system for ship energy efficiency using MIMO artificial neural networks
JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, Kasım 2025, s. 14, ISSN: 2046-4177
TADROS MİNA,KARATUĞ ÇAĞLAR,WEİCHAO SHİ
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Battery remaining useful life estimation process design in hybrid ships: a case of data-driven algorithms
Brodogradnja, Vol. 77, No. 3, Ocak 2026, s. 1-23, ISSN: 0007-215X
UYANIK TAYFUN
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,AYDIN YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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