Multi-objective optimization of regenerative active suspension systems using data-driven reinforcement learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
AHMED BEYATLI
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Resilient and sustainable smart cities: Cybersecurity, disaster management, and data-driven urban solutions
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
KIYMET KAYA
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Data driven model predictive control for flight control
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2026
TALHA ULUKIR
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Data-driven estimation of printed circuit heat exchanger internal geometric data via hybrid genetic algorithm and machine learning method
Swarm and Evolutionary Computation, Vol. 105, Mayıs 2026, ISSN: 2210-6502
KUTBAY FERİDE,ŞENTÜRK LÜLE SENEM
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Big Data, Mobility and Rhythms in Istanbul: A Data-Driven Analysis of Urban Temporal Dynamics
Applied Spatial Analysis and Policy, Vol. 18, Kasım 2025, ISSN: 1874-463X
GÖKÇE KILIÇ PINAR,TERZİ FATİH
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Big Data, Mobility and Rhythms in Istanbul: A Data-Driven Analysis of Urban Temporal Dynamics
Applied Spatial Analysis and Policy, Vol. 18, No. 144, Kasım 2025, s. 1-33, ISSN: 1874-463X
GÖKÇE KILIÇ PINAR,TERZİ FATİH
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A data-driven approach for diagnosing degradation in lithium-ion batteries using data transformation techniques and a novel deep neural network
Computers and Electrical Engineering, Vol. 117, No. 109313, Temmuz 2024, s. 1-22, ISSN: 0045-7906
AL-DULAIMI ABDULLAH AHMED,GÜNEŞER MUHAMMET TAHİR,HAMEED ALAA ALİ
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Exploring the value of using data: a case study of continuous improvement through data warehousing
INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, Vol. 33, No. 4, 2019, s. 286-296, ISSN: 1748-0930
ROGERS W. PRATT,KAHRAMAN MUHAMMET MUSTAFA,DESSUREAULT SEAN
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The incremental use of morphological information and lexicalization in data driven dependency parsing
Computer Processing of Oriental Languages, Beyond the Orient: The Research Challenges Ahead, Puket/TAYLAND, 17 Aralık 2006, s. 498-508
ERYİĞİT GÜLŞEN,NİVRE JOAKİM,OFLAZER KEMAL
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A machine-learning model driven by geometry, material and structural performance data in architectural design process
38. eCAADe (Education and Research in Computer Aided Architectural Design in Europe) Online Conference, Berlin/ALMANYA, Vol. 1, No. 1, 16 Eylül 2020, s. 411-418
YAZICI SEVİL
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Data driven approach for estimation of marine vessel s fuel oil consumption
9th International Conference on Advanced Technologies (ICAT’xx20), İstanbul/TÜRKİYE, 10 Ağustos 2020
KARATUĞ ÇAĞLAR, UYANIK TAYFUN, ARSLANOĞLU YASİN
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Integrating Expertises and Ambitions for Data-Driven Digital Building Permits – the EUNET4DBP
15th 3D GeoInfo Conference, London/İNGİLTERE, Vol. 44, No. 4, 7 Eylül 2020, s. 103-110
NOARDO FRANCESCA,MALACARNE GİADA,MASTROLEMBO VENTURA SİLVİA,TAGLİABUE LAVİNİA,CİRİBİNİ ANGELO,ELLUL CLAİRE,GÜLER DOĞUŞ,HARRİE LARS,SENGER LENNART,WAHA ALAİN,STOTER JANTİEN
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Estimation of measured evapotranspiration using data-driven methods with limited meteorological variables
ITALIAN JOURNAL OF AGROMETEOROLOGY-RIVISTA ITALIANA DI AGROMETEOROLOGIA, No. 1, Ocak 2021, s. 63-80, ISSN: 2038-5625
BAŞAKIN EYÜP ENSAR, EKMEKÇİCOĞLU ÖMER, ÖZGER MEHMET, ALTINBAŞ NİLCAN, ŞAYLAN LEVENT
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Estimation of measured evapotranspiration using data-driven methods with limited meteorological variables
Italian Journal of Agrometeorology, No. 1, Ağustos 2021, s. 63-80, ISSN: 2038-5625
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÖZGER MEHMET, ALTINBAŞ NİCAN, ŞAYLAN LEVENT
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Data Driven Approach to Order Picking Time Prediction Using Fuzzy Clustering and ANN
Intelligent and Fuzzy systems (INFUS) 2021, İstanbul/TÜRKİYE, 18 Temmuz 2021, s. 18-26
GÜLEÇ NURULLAH, KABAK ÖZGÜR
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Machine learning approach to ship fuel consumption: A case of container vessel
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, Vol. 84, No. 102389, Haziran 2020, s. 1-14, ISSN: 1361-9209
UYANIK TAYFUN,KARATUG CAGLAR,ARSLANOĞLU YASİN
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Analysis of Delay Characteristics of European Air Traffic through a Data-Driven Airport-Centric Queuing Network Model
14th IFAC Symposium on Control in Transportation Systems, İstanbul/TÜRKİYE, Vol. 49, No. 3, 18 Mayıs 2016, s. 359-364
BAŞPINAR BARIŞ,ÜRE NAZIM KEMAL,KOYUNCU EMRE,İNALHAN GÖKHAN
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Data-Driven Analysis of Natural Gas EOR in Unconventional Shale Oils
SPE Oklahoma City Oil and Gas Symposium, 9 Nisan 2019
TEMİZEL CENK,BALAJİ KARTHİK,CANBAZ CELAL HAKAN,PALABIYIK YILDIRAY,MORENO RAUL,RABİEİ MİNOU,ZHOU ZİFU,RANJİTH RAHUL
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Large Scale Data Driven Delay Distribution Model of European Air Traffic Flow Network
19th Euro Working Group on Transportation Meeting, 5 Eylül 2016
BASPİNAR BARİS,KOYUNCU EMRE,İNALHAN GÖKHAN
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Analysis of Delay Characteristics of European Air Traffic through a Data-Driven Airport-Centric Queuing Network Model
14th IFAC Symposium on Control in Transportation Systems, İstanbul/TÜRKİYE, Vol. 49, No. 3, 18 Mayıs 2016, s. 359-364, ISSN: 24058963
BAŞPINAR BARIŞ, ÜRE NAZIM KEMAL, KOYUNCU EMRE, İNALHAN GÖKHAN
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